Valence Labs | LinkedIn

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Industrializing scientific discovery to radically improve lives. Powered by Recursion. | Valence Labs, powered by Recursion, is industrializing scientific discovery to radically improve lives. Our vision is that highly autonomous systems capable of Nobel-worthy insights will usher in a new wave of scientific discovery. Following the acquisition of Valence Discovery by Recursion (NASDAQ: RXRX) in May 2023, Valence Labs continues as a semi-autonomous AI research engine within Recursion aiming to advance the frontier of deep learning in drug discovery."> <meta property="og:title" content="Valence Labs | LinkedIn"> <meta property="og:description" content="Valence Labs | 10,049 followers on LinkedIn. Industrializing scientific discovery to radically improve lives. Powered by Recursion. | Valence Labs, powered by Recursion, is industrializing scientific discovery to radically improve lives. Our vision is that highly autonomous systems capable of Nobel-worthy insights will usher in a new wave of scientific discovery. Following the acquisition of Valence Discovery by Recursion (NASDAQ: RXRX) in May 2023, Valence Labs continues as a semi-autonomous AI research engine within Recursion aiming to advance the frontier of deep learning in drug discovery."> <meta property="og:image" content="https://media.licdn.com/dms/image/v2/D4E0BAQFk7zudzJhsvA/company-logo_200_200/company-logo_200_200/0/1690388911643/valenceailabs_logo?e=2147483647&v=beta&t=SmM4Eqb9HpOD2UTf7Zc--UK4OM5IFlb-DkBAupuVS3A"> <meta property="og:type" content="article"> <meta property="og:url" content="https://ca.linkedin.com/company/valenceailabs"> <meta name="twitter:card" content="summary"> <meta name="twitter:site" content="@linkedin"> <meta name="twitter:title" content="Valence Labs | LinkedIn"> <meta name="twitter:description" content="Valence Labs | 10,049 followers on LinkedIn. Industrializing scientific discovery to radically improve lives. Powered by Recursion. | Valence Labs, powered by Recursion, is industrializing scientific discovery to radically improve lives. Our vision is that highly autonomous systems capable of Nobel-worthy insights will usher in a new wave of scientific discovery. Following the acquisition of Valence Discovery by Recursion (NASDAQ: RXRX) in May 2023, Valence Labs continues as a semi-autonomous AI research engine within Recursion aiming to advance the frontier of deep learning in drug discovery."> <meta name="twitter:image" content="https://media.licdn.com/dms/image/v2/D4E0BAQFk7zudzJhsvA/company-logo_200_200/company-logo_200_200/0/1690388911643/valenceailabs_logo?e=2147483647&v=beta&t=SmM4Eqb9HpOD2UTf7Zc--UK4OM5IFlb-DkBAupuVS3A"> <meta name="clientSideIngraphs" content="1" data-gauge-metric-endpoint="/organization-guest/api/ingraphs/gauge" data-counter-metric-endpoint="/organization-guest/api/ingraphs/counter"> <link rel="stylesheet" href="https://static.licdn.com/aero-v1/sc/h/6rtbq5y8o1vu675o2u4qn9g2k"> <script type="application/ld+json"> {"@context":"http://schema.org","@graph":[{"@context":"http://schema.org","@type":"Organization","name":"Valence Labs","url":"https://ca.linkedin.com/company/valenceailabs","address":{"type":"PostalAddress","streetAddress":"6650 Rue St-Urbain","addressLocality":"Montreal","addressRegion":"Quebec","postalCode":"H2S 3G9","addressCountry":"CA"},"description":"Valence Labs, powered by Recursion, is industrializing scientific discovery to radically improve lives. Our vision is that highly autonomous systems capable of Nobel-worthy insights will usher in a new wave of scientific discovery. \n\nFollowing the acquisition of Valence Discovery by Recursion (NASDAQ: RXRX) in May 2023, Valence Labs continues as a semi-autonomous AI research engine within Recursion aiming to advance the frontier of deep learning in drug discovery. Valence Labs operates with the unique combination of the intellectual freedom of academia but the resources and stability of industry. \n\nValence Labs is headquartered in Montreal at Mila, the world's largest deep learning research institute, and supported by AI pioneers such as Yoshua Bengio. 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Biotechnology Research </h2> <h3 class="top-card-layout__first-subline font-sans text-md leading-open text-color-text-low-emphasis"> Montreal, Quebec <span class="before:middot"></span> 10,049 followers </h3> <h4 class="top-card-layout__second-subline font-sans text-sm leading-open text-color-text-low-emphasis mt-0.5"> <span class="line-clamp-2">Industrializing scientific discovery to radically improve lives. Powered by Recursion. </span> </h4> <div class="top-card-layout__cta-container flex flex-wrap mt-0.5 papabear:mt-0 ml-[-12px]">  <a class="top-card-layout__cta mt-2 ml-1.5 h-auto babybear:flex-auto top-card-layout__cta--secondary btn-md btn-secondary" href="https://www.linkedin.com/login?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fcompany%2Fvalenceailabs&fromSignIn=true&trk=top-card_top-card-secondary-button-top-card-secondary-cta" data-tracking-control-name="top-card_top-card-secondary-button-top-card-secondary-cta" data-tracking-will-navigate> Follow </a> </div> </div> <div class="top-card-layout__entity-info flex-grow flex-shrink-0 basis-0 babybear:flex-none babybear:w-full top-card-layout__entity-info--right-column ml-details-container-padding max-w-[288px] babybear:my-2 babybear:ml-0"> <ul>  <li class="papabear:mb-1.5"> <a 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self-center font-sans text-sm link-styled hover:underline"> View all 48 employees </p> </a> </li>  </ul> </div> </div> <div class="ellipsis-menu absolute right-0 top-0 top-card-layout__ellipsis-menu mr-1 papabear:mt-0.5 papabear:mr-2"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="top-card_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/671xosfpvk4c0kqtyl87hashi"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid 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Our vision is that highly autonomous systems capable of Nobel-worthy insights will usher in a new wave of scientific discovery. Following the acquisition of Valence Discovery by Recursion (NASDAQ: RXRX) in May 2023, Valence Labs continues as a semi-autonomous AI research engine within Recursion aiming to advance the frontier of deep learning in drug discovery. Valence Labs operates with the unique combination of the intellectual freedom of academia but the resources and stability of industry. Valence Labs is headquartered in Montreal at Mila, the world's largest deep learning research institute, and supported by AI pioneers such as Yoshua Bengio. </p> <dl class="mt-6"> <div class="mb-2 flex papabear:mr-3 mamabear:mr-3 babybear:flex-wrap" data-test-id="about-us__website"> <dt class="font-sans text-md font-bold text-color-text break-words w-40 papabear:flex-shrink-0 papabear:mr-3 mamabear:flex-shrink-0 mamabear:mr-3 babybear:mb-1"> Website </dt> <dd class="font-sans text-md text-color-text break-words overflow-hidden"> <a class="link-no-visited-state hover:no-underline" data-tracking-control-name="about_website" href="https://www.linkedin.com/redir/redirect?url=http%3A%2F%2Fwww%2Evalencelabs%2Eca&urlhash=50Xb&trk=about_website" target="_blank" rel="noopener" data-tracking-will-navigate aria-describedby="websiteLinkDescription"> http://www.valencelabs.ca <icon class="align-middle" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/49229g4q0jsla5l1xojq1wob9" aria-hidden="true"></icon> </a> <p class="hidden" id="websiteLinkDescription">External link for Valence Labs</p> </dd> </div> <div class="mb-2 flex papabear:mr-3 mamabear:mr-3 babybear:flex-wrap" data-test-id="about-us__industry"> <dt class="font-sans text-md font-bold text-color-text break-words w-40 papabear:flex-shrink-0 papabear:mr-3 mamabear:flex-shrink-0 mamabear:mr-3 babybear:mb-1"> Industry </dt> <dd class="font-sans text-md text-color-text break-words overflow-hidden"> Biotechnology Research </dd> </div> <div class="mb-2 flex papabear:mr-3 mamabear:mr-3 babybear:flex-wrap" data-test-id="about-us__size"> <dt class="font-sans text-md font-bold text-color-text break-words w-40 papabear:flex-shrink-0 papabear:mr-3 mamabear:flex-shrink-0 mamabear:mr-3 babybear:mb-1"> Company size </dt> <dd class="font-sans text-md text-color-text break-words overflow-hidden"> 11-50 employees </dd> </div> <div class="mb-2 flex papabear:mr-3 mamabear:mr-3 babybear:flex-wrap" data-test-id="about-us__headquarters"> <dt class="font-sans text-md font-bold text-color-text break-words w-40 papabear:flex-shrink-0 papabear:mr-3 mamabear:flex-shrink-0 mamabear:mr-3 babybear:mb-1"> Headquarters </dt> <dd class="font-sans text-md text-color-text break-words overflow-hidden"> Montreal, Quebec </dd> </div> <div class="mb-2 flex papabear:mr-3 mamabear:mr-3 babybear:flex-wrap" data-test-id="about-us__organizationType"> <dt class="font-sans text-md font-bold text-color-text break-words w-40 papabear:flex-shrink-0 papabear:mr-3 mamabear:flex-shrink-0 mamabear:mr-3 babybear:mb-1"> Type </dt> <dd class="font-sans text-md text-color-text break-words overflow-hidden"> Privately Held </dd> </div> <div class="mb-2 flex papabear:mr-3 mamabear:mr-3 babybear:flex-wrap" data-test-id="about-us__foundedOn"> <dt class="font-sans text-md font-bold text-color-text break-words w-40 papabear:flex-shrink-0 papabear:mr-3 mamabear:flex-shrink-0 mamabear:mr-3 babybear:mb-1"> Founded </dt> <dd class="font-sans text-md text-color-text break-words overflow-hidden"> 2018 </dd> </div>  </dl> </div> </section>  <section class="core-section-container core-section-container--with-border border-b-1 border-solid border-color-border-faint py-4 locations">  <h2 class="core-section-container__title section-title"> Locations </h2>  <div class="core-section-container__content break-words"> <ul class="show-more-less__list show-more-less__list--no-hidden-elems" data-impression-id="org-locations_show-more-less"> <li class="mb-3 papabear:w-50% papabear:odd:mr-2 papabear:odd:w-[calc(50%-16px)]"> <span class="tag-sm tag-enabled"> Primary </span> <div id="address-0"> <p> 6650 Rue St-Urbain </p> <p> Suite 200 </p> <p> Montreal, Quebec H2S 3G9, CA </p> </div> <a class="link-no-visited-state hover:no-underline" data-tracking-control-name="org-locations_url" href="https://www.bing.com/maps?where=6650+Rue+St-Urbain+Suite+200+Montreal+H2S+3G9+Quebec+CA&trk=org-locations_url" target="_blank" rel="noopener" data-tracking-will-navigate aria-describedby="address-0"> Get directions <icon class="align-middle" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/49229g4q0jsla5l1xojq1wob9" aria-hidden="true"></icon> </a> </li> <li class="mb-3 papabear:w-50% papabear:odd:mr-2 papabear:odd:w-[calc(50%-16px)]">  <div id="address-1"> <p> 101 Main Street </p>  <p> Cambridge, Massachusetts 02142, US </p> </div> <a class="link-no-visited-state hover:no-underline" data-tracking-control-name="org-locations_url" href="https://www.bing.com/maps?where=101+Main+Street++Cambridge+02142+Massachusetts+US&trk=org-locations_url" target="_blank" rel="noopener" data-tracking-will-navigate aria-describedby="address-1"> Get directions <icon class="align-middle" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/49229g4q0jsla5l1xojq1wob9" aria-hidden="true"></icon> </a> </li> </ul> </div> </section> <section class="core-section-container core-section-container--with-border border-b-1 border-solid border-color-border-faint py-4" data-test-id="employees-at">  <h2 class="core-section-container__title section-title"> Employees at Valence Labs </h2>  <div class="core-section-container__content break-words"> <ul> <li> <a href="https://www.linkedin.com/in/brian-dechristopher-505b765?trk=org-employees" target="_self" data-tracking-control-name="org-employees" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-main-card flex flex-wrap py-2 pr-2 babybear:pr-0 base-main-card--link ">  <img class="inline-block relative rounded-[50%] w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQF5XnTSXomgJQ/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1577809256274?e=2147483647&v=beta&t=MTf09IMsrZ5dyXuwPA_uPxR0RTezjJyPKK1QiOgSdeE" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Click here to view Brian DeChristopher’s profile"> <div class="base-main-card__info self-center ml-1 flex-1 relative break-words papabear:min-w-0 mamabear:min-w-0 babybear:w-full ">  <h3 class="base-main-card__title font-sans text-[18px] font-bold text-color-text overflow-hidden "> Brian DeChristopher  </h3>    </div>  </a> </li> <li> <a href="https://ca.linkedin.com/in/julienstlaurent?trk=org-employees" target="_self" data-tracking-control-name="org-employees" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-main-card flex flex-wrap py-2 pr-2 babybear:pr-0 base-main-card--link ">  <img class="inline-block relative rounded-[50%] w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQE1uE29uMloCA/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1643256302423?e=2147483647&v=beta&t=Qq4RzlQDwn3R4yAgU0dnwx-xMNAX2KSDN7nzh08lTEE" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Click here to view Julien St-Laurent’s profile"> <div class="base-main-card__info self-center ml-1 flex-1 relative break-words papabear:min-w-0 mamabear:min-w-0 babybear:w-full ">  <h3 class="base-main-card__title font-sans text-[18px] font-bold text-color-text overflow-hidden "> Julien St-Laurent  </h3> <h4 class="base-main-card__subtitle body-text text-color-text overflow-hidden "> Solving complex problems, one byte at a time. Principal Software Developer @ Valence Labs. </h4>   </div>  </a> </li> <li> <a href="https://www.linkedin.com/in/bertonearnshaw?trk=org-employees" target="_self" data-tracking-control-name="org-employees" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-main-card flex flex-wrap py-2 pr-2 babybear:pr-0 base-main-card--link ">  <img class="inline-block relative rounded-[50%] w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQEI_bcOk-DKaw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1548831010058?e=2147483647&v=beta&t=kt9o8M3_BQ2nnqWAdmZLKPyVpOszBiPbDuIkw9DgYhs" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Click here to view Berton Earnshaw’s profile"> <div class="base-main-card__info self-center ml-1 flex-1 relative break-words papabear:min-w-0 mamabear:min-w-0 babybear:w-full ">  <h3 class="base-main-card__title font-sans text-[18px] font-bold text-color-text overflow-hidden "> Berton Earnshaw  </h3> <h4 class="base-main-card__subtitle body-text text-color-text overflow-hidden "> AI Founding Fellow at Recursion / Scientific Director at Valence Labs </h4>   </div>  </a> </li> <li> <a href="https://ca.linkedin.com/in/gigueresebastien?trk=org-employees" target="_self" data-tracking-control-name="org-employees" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-main-card flex flex-wrap py-2 pr-2 babybear:pr-0 base-main-card--link ">  <img class="inline-block relative rounded-[50%] w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQGNXen09-nWMw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1537317645759?e=2147483647&v=beta&t=09Sm80SHhev1DnxKH6A8_w7B5-wJEY7jMdiyuKnIW70" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Click here to view Sébastien Giguère’s profile"> <div class="base-main-card__info self-center ml-1 flex-1 relative break-words papabear:min-w-0 mamabear:min-w-0 babybear:w-full ">  <h3 class="base-main-card__title font-sans text-[18px] font-bold text-color-text overflow-hidden "> Sébastien Giguère  </h3> <h4 class="base-main-card__subtitle body-text text-color-text overflow-hidden "> Director of Research Operations, Valence Labs @ Recursion | formely Co-Founder @ Valence Discovery (acquired by Recursion, NASDAQ: RXRX) </h4>   </div>  </a> </li> </ul> <a class="mt-4 inline-block btn-md btn-secondary-emphasis hover:no-underline" href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fsearch%2Fresults%2Fpeople%2F%3FfacetCurrentCompany%3D%255B18368647%255D&trk=public_biz_employees-join" data-tracking-control-name="public_biz_employees-join" data-tracking-will-navigate> See all employees </a> </div> </section> <section class="core-section-container core-section-container--with-border border-b-1 border-solid border-color-border-faint py-4 updates" data-test-id="updates">  <h2 class="core-section-container__title section-title"> Updates </h2>  <div class="core-section-container__content break-words"> <ul class="updates__list"> <li class="mb-1"> <div data-id="entire-feed-card-link" class="relative"> <a class="main-feed-card__overlay-link absolute left-0 top-0 h-full w-full z-1 !border-0" href="https://www.linkedin.com/posts/valenceailabs_neurips2024-activity-7275935868954025984-iOTo" data-id="main-feed-card__full-link" data-tracking-control-name="organization_guest_main-feed-card__full-link" data-tracking-will-navigate aria-label="Update 1"> </a> <article class="relative px-2 pb-0 bg-color-background-container container-lined pt-1.5 main-feed-activity-card papabear:max-w-[550px]" data-activity-urn="urn:li:activity:7275935868954025984" data-featured-activity-urn="urn:li:activity:7275935868954025984" data-attributed-urn="urn:li:ugcPost:7275935867582431233" data-id="main-feed-card">   <div class="flex"> <div class="base-main-feed-card__entity-lockup"> <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://ca.linkedin.com/company/valenceailabs?trk=organization_guest_main-feed-card_feed-actor-image" class="relative" data-tracking-control-name="organization_guest_main-feed-card_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0BAQFk7zudzJhsvA/company-logo_100_100/company-logo_100_100/0/1690388911643/valenceailabs_logo?e=2147483647&v=beta&t=LYuQqu9xySVr_uS04JE1Zgm1gDcvmrUDhJF9e8FI01Y" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/cs8pjfgyw96g44ln9r7tct85f" alt="View organization page for Valence Labs, graphic">  </a> <div class="flex flex-col self-start min-w-0 ml-1 "> <div class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://ca.linkedin.com/company/valenceailabs?trk=organization_guest_main-feed-card_feed-actor-name" data-tracking-control-name="organization_guest_main-feed-card_feed-actor-name" aria-label="View organization page for Valence Labs" data-tracking-will-navigate> Valence Labs </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  10,049 followers </p>  <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 1mo <span aria-hidden="true" class="text-color-text-low-emphasis before:middot"></span> <span> Edited </span> </time>  </span> </div>  </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="organization_guest_main-feed-card_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/671xosfpvk4c0kqtyl87hashi"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex"> <a href="https://www.linkedin.com/uas/login?fromSignIn=true&session_redirect=https%3A%2F%2Fca.linkedin.com%2Fcompany%2Fvalenceailabs&trk=organization_guest_main-feed-card_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=POST&_f=guest-reporting" data-tracking-control-name="organization_guest_main-feed-card_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="POST" data-semaphore-content-urn="urn:li:activity:7275935868954025984" data-semaphore-tracking-prefix="organization_guest_main-feed-card_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary ellipsis-menu__semaphore ellipsis-menu__item-button flex items-center w-full p-1 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]">  <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this post </a>  </li>  </ul>  </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">The Valence team was proud to share our research at <a class="link" href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fneurips2024&trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>#NeurIPS2024</a> last week. We had 14 papers across the main conference and workshops. At the Foundation Models for Science workshop, Valence and <a class="link" href="https://www.linkedin.com/company/recursion-pharmaceuticals?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>Recursion</a> researchers won first, second, and third place for our work on: “How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval” Predicting the effect of molecules on cells with MolPhenix Paper: <a class="link" href="https://lnkd.in/ekeMTSzj?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://lnkd.in/ekeMTSzj</a> <a class="link" href="https://ca.linkedin.com/in/dbeaini?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>Dominique Beaini</a> ”GFlowNet Pretraining with Inexpensive Rewards” Atomic GFlowNets for de novo molecular design Paper: <a class="link" href="https://lnkd.in/egHxT4Q9?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://lnkd.in/egHxT4Q9</a> <a class="link" href="https://www.linkedin.com/in/mohit-pandey-961337120?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>Mohit Pandey</a> “ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy” Our largest foundation model for cell microscopy to date Paper: <a class="link" href="https://lnkd.in/eb7wFmMz?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://lnkd.in/eb7wFmMz</a> <a class="link" href="https://ca.linkedin.com/in/kian-kenyon-dean-a7961a171?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>Kian Kenyon-Dean</a> Looking ahead to <a class="link" href="https://www.linkedin.com/company/iclr?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>ICLR</a> 2025, members of the Valence team will be part of the organizing committee for the Learning Meaningful Representations of Life (LMRL) workshop. LMRL welcomes submissions on a wide range of topics, including but not limited to: multimodal representation learning, multiscale representation learning to connect molecular and biological data, modeling biological perturbations, and more. More details: <a class="link" href="https://www.lmrl.org/?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://www.lmrl.org/</a> We are also hiring for multiple roles across our offices in Montreal and London. If you’re interested in helping advance our mission of industrializing scientific discovery to radically improve lives, join us: <a class="link" href="https://lnkd.in/g9h5beuK?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://lnkd.in/g9h5beuK</a></p>  </div> <ul class="grid grid-cols-6 grid-rows-[60%_40%] w-main-feed-card-media feed-images-content list-none pl-0 gap-0.125 h-[425px] babybear:h-[360px]" data-test-id="feed-images-content"> <li class="bg-color-background-container-tint text-[0px] col-span-full " data-test-id="feed-images-content__list-item" data-position="0"> <img class="lazy-load w-full object-cover object-center h-full babybear:max-h-[400px]" data-delayed-url="https://media.licdn.com/dms/image/v2/D5622AQELmR78sK4aLw/feedshare-shrink_800/B56ZPlRHZVHoAg-/0/1734718289972?e=2147483647&v=beta&t=6YHu0ulJ2Sksx7sSx9ehdMiaLYGvv2l84YAbiT0y5GM" 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id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs main-feed-activity-card__social-actions"> <a href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fcompany%2Fvalenceailabs&trk=organization_guest_main-feed-card_social-actions-reactions" target="_self" data-tracking-control-name="organization_guest_main-feed-card_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="56 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="56" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/bn39hirwzjqj18ej1fkz55671" height="16px" width="16px"> <img alt 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class="relative"> <a class="main-feed-card__overlay-link absolute left-0 top-0 h-full w-full z-1 !border-0" href="https://www.linkedin.com/posts/valenceailabs_valence-scientist-michael-craig-will-serve-activity-7274519162708750338-h-qx" data-id="main-feed-card__full-link" data-tracking-control-name="organization_guest_main-feed-card__full-link" data-tracking-will-navigate aria-label="Update 2"> </a> <article class="relative px-2 pb-0 bg-color-background-container container-lined pt-1.5 main-feed-activity-card papabear:max-w-[550px]" data-activity-urn="urn:li:activity:7274519162708750338" data-featured-activity-urn="urn:li:activity:7274519162708750338" data-attributed-urn="urn:li:share:7274519161458892800" data-id="main-feed-card">   <div class="flex"> <div class="base-main-feed-card__entity-lockup"> <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a 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data-tracking-control-name="organization_guest_main-feed-card_feed-actor-name" aria-label="View organization page for Valence Labs" data-tracking-will-navigate> Valence Labs </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  10,049 followers </p>  <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 2mo <span aria-hidden="true" class="text-color-text-low-emphasis before:middot"></span> <span> Edited </span> </time>  </span> </div>  </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" 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class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">Valence scientist <a class="link" href="https://ca.linkedin.com/in/michael-craig-63468884?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>Michael Craig</a> will serve as the Senior Chair for the Drug Discovery and Development roundtable at the ML4H conference, taking place at 12:30 PM today. This session will focus on the role of Large Language Models and Foundation Models in accelerating drug discovery. It will address key challenges in leveraging these models to optimize the drug development pipeline. For more information on the roundtables, visit: <a class="link" href="https://lnkd.in/g3B9PB_Y?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://lnkd.in/g3B9PB_Y</a></p>  </div> <ul class="grid grid-cols-6 grid-rows-[60%_40%] w-main-feed-card-media feed-images-content list-none pl-0 " data-test-id="feed-images-content"> <li class="bg-color-background-container-tint text-[0px] col-span-full row-span-full " data-test-id="feed-images-content__list-item" data-position="0"> <img class="lazy-load w-full object-cover object-center h-full babybear:max-h-[400px]" data-delayed-url="https://media.licdn.com/dms/image/v2/D5622AQEdV3if_5jQrA/feedshare-shrink_800/B56ZPRIoCLG8Ag-/0/1734380521151?e=2147483647&v=beta&t=eg_YTfLMbbjf3kb3CtDTBJ1EWzACUtbmItKJtdES_Yk" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text 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none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  </div> <div class="social-action-bar border-t-1 border-solid border-color-border-faint min-h-[44px] items-center flex flex-wrap babybear:justify-around !m-0"> <a class="social-action-bar__button " href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fcompany%2Fvalenceailabs&trk=organization_guest_main-feed-card_like-cta" data-tracking-control-name="organization_guest_main-feed-card_like-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/70k0g8kmgdfjjymflqqzipzxj"> </icon> <span class="social-action-bar__button-text "> Like </span> </a> <a class="social-action-bar__button " 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class="!text-sm text-color-text mb-1 pb-[10px] border-b-1 border-solid border-color-border-faint main-feed-activity-card__header mx-main-feed-card-no-gutter px-main-feed-card-no-gutter"> <a href="https://ca.linkedin.com/company/valenceailabs?trk=organization_guest_main-feed-card_feed-reaction-header" class="link-styled" data-tracking-control-name="organization_guest_main-feed-card_feed-reaction-header" data-tracking-will-navigate="true" target="_self">Valence Labs</a> reposted this </p> <div class="flex"> <div class="base-main-feed-card__entity-lockup"> <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://ca.linkedin.com/in/dbeaini?trk=organization_guest_main-feed-card_feed-actor-image" class="relative" data-tracking-control-name="organization_guest_main-feed-card_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative rounded-[50%] w-6 h-6 bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="View profile for Dominique Beaini, graphic">  </a> <div class="flex flex-col self-start min-w-0 ml-1 "> <div class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://ca.linkedin.com/in/dbeaini?trk=organization_guest_main-feed-card_feed-actor-name" data-tracking-control-name="organization_guest_main-feed-card_feed-actor-name" aria-label="View profile for Dominique Beaini" data-tracking-will-navigate> Dominique Beaini </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  Lead Researcher in Deep Learning, Adjunct Professor at UdeM, Associate member at Mila: Graph neural networks, Transformers, Self-supervised learning, Quantum Mechanics, Drug Discovery </p>  <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 2mo  </time>  </span> </div>  </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="organization_guest_main-feed-card_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/671xosfpvk4c0kqtyl87hashi"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> 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link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]">  <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this post </a>  </li>  </ul>  </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">Definitely a career highlight to be awarded a best paper award at <a class="link" href="https://www.linkedin.com/company/nipsconference?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>NeurIPS</a> FM4Science 🤩🤩 But even more exciting is that the 2nd and 3rd awards are given to colleagues <a class="link" href="https://ca.linkedin.com/in/kian-kenyon-dean-a7961a171?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>Kian Kenyon-Dean</a> and <a class="link" href="https://www.linkedin.com/in/mohit-pandey-961337120?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>Mohit Pandey</a>, a podium sweep from <a class="link" href="https://ca.linkedin.com/company/valenceailabs?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>Valence Labs</a> / <a class="link" href="https://www.linkedin.com/company/recursion-pharmaceuticals?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>Recursion</a> 🥇🥈🥉</p>  </div> <article aria-label="Reshared post" class="relative pt-1.5 px-2 pb-1 mb-1 babybear:pt-0.5 babybear:pb-0 babybear:mb-0 container-lined bg-color-background-container feed-reshare-content" data-test-id="feed-reshare-content" data-attributed-urn="urn:li:share:7274091665416413184" data-activity-urn="urn:li:activity:7274091666741805057" tabindex="0"> <div class="flex items-center font-sans" data-test-id="feed-reshare-content__entity-lockup"> <a href="https://ca.linkedin.com/in/dbeaini?trk=organization_guest_main-feed-card_reshare_feed-actor-image" target="_self" class="relative" data-tracking-control-name="organization_guest_main-feed-card_reshare_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative rounded-[50%] w-6 h-6 bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="View profile for Dominique Beaini, graphic">  </a> <div class="flex flex-col self-start min-w-0 ml-1 "> <div class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://ca.linkedin.com/in/dbeaini?trk=organization_guest_main-feed-card_reshare_feed-actor-name" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare_feed-actor-name" aria-label="View profile for Dominique Beaini" data-tracking-will-navigate> Dominique Beaini </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  Lead Researcher in Deep Learning, Adjunct Professor at UdeM, Associate member at Mila: Graph neural networks, Transformers, Self-supervised learning, Quantum Mechanics, Drug Discovery </p>  <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 2mo  </time>  </span> </div>  </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="feed-reshare-content__commentary">Excited to be presenting MolPhenix today as an <a class="link" href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Foral&trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>#oral</a> presentation at the <a class="link" href="https://www.linkedin.com/company/nipsconference?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>NeurIPS</a> workshop: Foundation Models for Science! 3 out the 6 oral presentations in that workshop are from <a class="link" href="https://ca.linkedin.com/company/valenceailabs?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>Valence Labs</a>/<a class="link" href="https://www.linkedin.com/company/recursion-pharmaceuticals?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>Recursion</a> Join us in West Meeting Room 202-204 at 12pm Thanks to an amazing set of co-authors: <a class="link" href="https://ca.linkedin.com/in/philip-fradkin-330a417b?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>Philip Fradkin</a>, <a class="link" href="https://ca.linkedin.com/in/puria-azadi-moghadam-b68382140?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>Puria Azadi Moghadam</a>, <a class="link" href="https://ca.linkedin.com/in/karush-suri-65139a155?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>Karush Suri</a>, <a class="link" href="https://ca.linkedin.com/in/frederik-wenkel-669388185?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>Frederik Wenkel</a>, <a class="link" href="https://pl.linkedin.com/in/maciej-sypetkowski-a0008b165?trk=organization_guest_main-feed-card_reshare-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card_reshare-text" data-tracking-will-navigate>Maciej Sypetkowski</a></p>  </div> <ul class="grid grid-cols-6 grid-rows-[60%_40%] w-main-feed-card-media feed-images-content list-none pl-0 " data-test-id="feed-images-content"> <li class="bg-color-background-container-tint text-[0px] col-span-full row-span-full " data-test-id="feed-images-content__list-item" data-position="0"> <img class="lazy-load w-full object-cover object-center h-full babybear:max-h-[400px]" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E22AQE8HT39KSjLzw/feedshare-shrink_800/B4EZPLD0mvHsAg-/0/1734278598181?e=2147483647&v=beta&t=Z50o9XbQHkCn20ocjh8xHgiW56-HYr1ZVVuIvGdEBW8" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image">  </li> </ul>  </article>   <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs main-feed-activity-card__social-actions"> <a href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fcompany%2Fvalenceailabs&trk=organization_guest_main-feed-card_social-actions-reactions" target="_self" data-tracking-control-name="organization_guest_main-feed-card_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="80 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="80" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/bn39hirwzjqj18ej1fkz55671" height="16px" width="16px"> <img alt data-reaction-type="PRAISE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2tzoeodxy0zug4455msr0oq0v" height="16px" width="16px"> <img alt data-reaction-type="EMPATHY" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/asiqslyf4ooq7ggllg4fyo4o2" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 80 </span> </a> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  <a href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fcompany%2Fvalenceailabs&trk=organization_guest_main-feed-card_social-actions-comments" target="_self" data-tracking-control-name="organization_guest_main-feed-card_social-actions-comments" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis before:middot my-1" data-separate-ctas="false" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="11" data-singular="%numComments% Comment" data-plural="%numComments% Comments"> 11 Comments </a>  </div> <div class="social-action-bar border-t-1 border-solid border-color-border-faint min-h-[44px] items-center flex flex-wrap babybear:justify-around !m-0"> <a class="social-action-bar__button " href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fcompany%2Fvalenceailabs&trk=organization_guest_main-feed-card_like-cta" data-tracking-control-name="organization_guest_main-feed-card_like-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/70k0g8kmgdfjjymflqqzipzxj"> </icon> <span class="social-action-bar__button-text "> Like </span> </a> <a class="social-action-bar__button " href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fcompany%2Fvalenceailabs&trk=organization_guest_main-feed-card_comment-cta" data-tracking-control-name="organization_guest_main-feed-card_comment-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4ol9mo4lxvobj5ww3va90wz1o"> </icon> <span class="social-action-bar__button-text "> Comment </span> </a> <a class="social-action-bar__button share-button" href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fcompany%2Fvalenceailabs&trk=organization_guest_main-feed-card_share-cta" data-tracking-control-name="organization_guest_main-feed-card_share-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/852gyy4s01pfis5qf9k99s6d2"> </icon> <span class="social-action-bar__button-text "> Share </span> </a>  </div>  </article> <code id="is-mobile" style="display: none"></code> </div> </li> <li class="mb-1"> <div data-id="entire-feed-card-link" class="relative"> <a class="main-feed-card__overlay-link absolute left-0 top-0 h-full w-full z-1 !border-0" href="https://www.linkedin.com/posts/valenceailabs_neurips2024-activity-7274106364367400960-fyhk" data-id="main-feed-card__full-link" data-tracking-control-name="organization_guest_main-feed-card__full-link" data-tracking-will-navigate aria-label="Update 4"> </a> <article class="relative px-2 pb-0 bg-color-background-container container-lined pt-1.5 main-feed-activity-card papabear:max-w-[550px]" data-activity-urn="urn:li:activity:7274106364367400960" data-featured-activity-urn="urn:li:activity:7274106364367400960" data-attributed-urn="urn:li:ugcPost:7274106363184603138" data-id="main-feed-card">   <div class="flex"> <div class="base-main-feed-card__entity-lockup"> <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://ca.linkedin.com/company/valenceailabs?trk=organization_guest_main-feed-card_feed-actor-image" class="relative" data-tracking-control-name="organization_guest_main-feed-card_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0BAQFk7zudzJhsvA/company-logo_100_100/company-logo_100_100/0/1690388911643/valenceailabs_logo?e=2147483647&v=beta&t=LYuQqu9xySVr_uS04JE1Zgm1gDcvmrUDhJF9e8FI01Y" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/cs8pjfgyw96g44ln9r7tct85f" alt="View organization page for Valence Labs, graphic">  </a> <div class="flex flex-col self-start min-w-0 ml-1 "> <div class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://ca.linkedin.com/company/valenceailabs?trk=organization_guest_main-feed-card_feed-actor-name" data-tracking-control-name="organization_guest_main-feed-card_feed-actor-name" aria-label="View organization page for Valence Labs" data-tracking-will-navigate> Valence Labs </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  10,049 followers </p>  <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 2mo  </time>  </span> </div>  </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="organization_guest_main-feed-card_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/671xosfpvk4c0kqtyl87hashi"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex"> <a href="https://www.linkedin.com/uas/login?fromSignIn=true&session_redirect=https%3A%2F%2Fca.linkedin.com%2Fcompany%2Fvalenceailabs&trk=organization_guest_main-feed-card_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=POST&_f=guest-reporting" data-tracking-control-name="organization_guest_main-feed-card_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="POST" data-semaphore-content-urn="urn:li:activity:7274106364367400960" data-semaphore-tracking-prefix="organization_guest_main-feed-card_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary ellipsis-menu__semaphore ellipsis-menu__item-button flex items-center w-full p-1 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]">  <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this post </a>  </li>  </ul>  </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">Thank you to everyone who attended our event at <a class="link" href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fneurips2024&trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>#NeurIPS2024</a> with <a class="link" href="https://www.linkedin.com/company/recursion-pharmaceuticals?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>Recursion</a> and <a class="link" href="https://www.linkedin.com/company/nvidia?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>NVIDIA</a> earlier this week. If you didn’t get a chance to talk to our team, we have multiple posters and orals at the workshops today. We’re also hiring for multiple full-time and internship positions. Explore our open roles: <a class="link" href="https://lnkd.in/g9h5beuK?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://lnkd.in/g9h5beuK</a> Here’s where you can find us: “Benchmarking Transcriptomics Foundation Models for Perturbation Analysis” Where: AIDrugX workshop in West Meeting Room 109, 110 <a class="link" href="https://lnkd.in/gsDCEsvu?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://lnkd.in/gsDCEsvu</a> <a class="link" href="https://ca.linkedin.com/in/alisandra-denton-4352b056?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>Alisandra Denton</a> “Score-Based Interaction Testing in Pairwise Experiments” Where: Causal representation learning workshop in East Exhibition Hall C <a class="link" href="https://lnkd.in/g_E2cwaP?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://lnkd.in/g_E2cwaP</a> <a class="link" href="https://uk.linkedin.com/in/jasonhartford1?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>Jason Hartford</a> “Towards Scientific Discovery with Dictionary Learning: Extracting Biological Concepts from Microscopy Foundation Models” Where: Interpretable AI workshop in East Ballroom A, B <a class="link" href="https://lnkd.in/gQ369xAR?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://lnkd.in/gQ369xAR</a> <a class="link" 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data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>Oren Kraus</a> "SynFlowNet: Design of Diverse and Novel Molecules with Synthesis Constraints" Where: Machine Learning in Structural Biology workshop in East Meeting Room Rooms 11 & 12 <a class="link" href="https://lnkd.in/gQPsCH_s?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://lnkd.in/gQPsCH_s</a> <a class="link" href="https://uk.linkedin.com/in/miruna-cretu-850288193?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>Miruna Cretu</a> Emmanuel Bengio</p>  </div> <ul class="grid grid-cols-6 grid-rows-[60%_40%] w-main-feed-card-media feed-images-content list-none pl-0 gap-0.125 h-[425px] babybear:h-[360px]" data-test-id="feed-images-content"> <li 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At <a class="link" href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fneurips2024&trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>#NeurIPS2024</a>, we’ll share more about SynFlowNet, a GFlowNet specifically trained to generate molecules from documented chemical reactions and purchasable starting materials. This lets us constrain the exploration of such a generative model to a synthetically accessible chemical space and sample not only target compounds but also the synthetic routes that lead to them. 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"> <div class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://ca.linkedin.com/company/valenceailabs?trk=organization_guest_main-feed-card_feed-actor-name" data-tracking-control-name="organization_guest_main-feed-card_feed-actor-name" aria-label="View organization page for Valence Labs" data-tracking-will-navigate> Valence Labs </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  10,049 followers </p>  <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 2mo  </time>  </span> </div>  </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 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babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words attributed-text-segment-list__content-truncated" dir="ltr" data-test-id="main-feed-activity-card__commentary">Last NeurIPS, we introduced Sequential Attachment-based Fragment Embeddings (SAFE), a novel line notation for chemical structures. SAFE reimagines SMILES strings as an unordered sequence of interconnected fragment blocks while maintaining compatibility with existing SMILES parsers. It streamlines complex generative tasks, including scaffold decoration, fragment linking, polymer generation, and scaffold hopping, while facilitating autoregressive generation for fragment-constrained design. This eliminates the need for intricate decoding or graph-based models. The team behind SAFE will be presenting a follow-up to this work: “SAFE setup for generative molecular design” at the AI4Mat workshop tomorrow at 12 PM PST. Come and meet the team in the West Meeting Room (211-214). <a class="link" href="https://lnkd.in/ga8EHwSc?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://lnkd.in/ga8EHwSc</a> Read the paper: <a class="link" href="https://lnkd.in/g8KSmv3S?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://lnkd.in/g8KSmv3S</a></p> <button class="attributed-text-segment-list__btn-truncation absolute right-0 bottom-0 pl-1 bg-color-background-container text-color-text-secondary text-sm font-medium babybear:font-bold invisible cursor-pointer hover:text-color-link-hover hover:underline" data-feed-action="see-more-post" data-feed-action-category="EXPAND" data-feed-action-type="expandCommentaryText" data-feed-control="commentary_expand" aria-hidden="true" tabindex="0"> …more </button> </div> <div class="flex flex-col " data-test-id="ingested-content-summary-external-video-content"> <iframe allowfullscreen data-delayed-url="https://www.youtube-nocookie.com/embed/oJsj5vWmD3c?modestbranding=1&rel=0&autoplay=0&hl=en" frameborder="0" sandbox="allow-forms allow-scripts allow-same-origin allow-presentation" scrolling="no" title="Video media" class="h-[293px] w-main-feed-card-media object-cover"></iframe> <section class="py-1" data-test-id="ingested-content-summary-external-video-content__headings" data-feed-control="update_external_video_description" data-feed-action-type="viewLink"> <a href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Fwww%2Eyoutube%2Ecom%2Fwatch%3Fv%3DoJsj5vWmD3c&urlhash=Sevb&trk=organization_guest_main-feed-card_ingested-content-summary-external-video-content" target="_self" data-tracking-control-name="organization_guest_main-feed-card_ingested-content-summary-external-video-content" data-tracking-will-navigate> <h3 class="tw-feed-content-title" dir="ltr"> Introducing SAFE: A New Framework for Molecular Design </h3> </a> <h4 class="tw-feed-content-subtitle"> https://www.youtube.com/ </h4> </section> </div>    <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs main-feed-activity-card__social-actions"> <a href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fcompany%2Fvalenceailabs&trk=organization_guest_main-feed-card_social-actions-reactions" target="_self" data-tracking-control-name="organization_guest_main-feed-card_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="49 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" 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href="https://www.linkedin.com/posts/valenceailabs_missed-the-event-yesterday-our-team-is-still-activity-7273390703076937729-Seod" data-id="main-feed-card__full-link" data-tracking-control-name="organization_guest_main-feed-card__full-link" data-tracking-will-navigate aria-label="Update 7"> </a> <article class="relative px-2 pb-0 bg-color-background-container container-lined pt-1.5 main-feed-activity-card papabear:max-w-[550px]" data-activity-urn="urn:li:activity:7273390703076937729" data-featured-activity-urn="urn:li:activity:7273390703076937729" data-attributed-urn="urn:li:share:7273390702036717568" data-id="main-feed-card">   <div class="flex"> <div class="base-main-feed-card__entity-lockup"> <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://ca.linkedin.com/company/valenceailabs?trk=organization_guest_main-feed-card_feed-actor-image" class="relative" data-tracking-control-name="organization_guest_main-feed-card_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0BAQFk7zudzJhsvA/company-logo_100_100/company-logo_100_100/0/1690388911643/valenceailabs_logo?e=2147483647&v=beta&t=LYuQqu9xySVr_uS04JE1Zgm1gDcvmrUDhJF9e8FI01Y" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/cs8pjfgyw96g44ln9r7tct85f" alt="View organization page for Valence Labs, graphic">  </a> <div class="flex flex-col self-start min-w-0 ml-1 "> <div class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://ca.linkedin.com/company/valenceailabs?trk=organization_guest_main-feed-card_feed-actor-name" data-tracking-control-name="organization_guest_main-feed-card_feed-actor-name" aria-label="View organization page for Valence Labs" data-tracking-will-navigate> Valence Labs </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  10,049 followers </p>  <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 2mo  </time>  </span> </div>  </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="organization_guest_main-feed-card_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/671xosfpvk4c0kqtyl87hashi"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex"> <a href="https://www.linkedin.com/uas/login?fromSignIn=true&session_redirect=https%3A%2F%2Fca.linkedin.com%2Fcompany%2Fvalenceailabs&trk=organization_guest_main-feed-card_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=POST&_f=guest-reporting" data-tracking-control-name="organization_guest_main-feed-card_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="POST" data-semaphore-content-urn="urn:li:activity:7273390703076937729" data-semaphore-tracking-prefix="organization_guest_main-feed-card_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary 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Our team is still at NeurIPS today and throughout the workshops. Come talk to us and learn more about open roles. We’re hiring for both full-time and internship positions: <a class="link" href="https://lnkd.in/g9h5beuK?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://lnkd.in/g9h5beuK</a></p>  </div> <ul class="grid grid-cols-6 grid-rows-[60%_40%] w-main-feed-card-media feed-images-content list-none pl-0 " data-test-id="feed-images-content"> <li class="bg-color-background-container-tint text-[0px] col-span-full row-span-full " data-test-id="feed-images-content__list-item" data-position="0"> <img class="lazy-load w-full object-cover object-center h-full babybear:max-h-[400px]" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E22AQGmk4wjjq0OsA/feedshare-shrink_800/B4EZPBGR1EHkAo-/0/1734111475759?e=2147483647&v=beta&t=00JofkE25NG1W3AGxJf6viUIleKo2xS4XdkvgIRumbI" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image">  </li> </ul>    <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs main-feed-activity-card__social-actions"> <a href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fcompany%2Fvalenceailabs&trk=organization_guest_main-feed-card_social-actions-reactions" target="_self" data-tracking-control-name="organization_guest_main-feed-card_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="43 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="43" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" 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</div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  10,049 followers </p>  <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 2mo  </time>  </span> </div>  </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="organization_guest_main-feed-card_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/671xosfpvk4c0kqtyl87hashi"></icon> </button> <ul class="collapsible-dropdown__list 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Come chat with us at NeurIPS today to learn more. We’ll be at East Exhibit Hall A-C #1000 from 11 a.m. to 2 p.m. PST, presenting our paper "Propensity Score Alignment of Unpaired Multimodal Data." Multimodal representation learning techniques typically rely on paired samples to learn common representations, but paired samples are challenging to collect in fields such as biology where measurement devices often destroy the samples. In our paper “Propensity Score Alignment of Unpaired Multimodal Data” we explore alignment techniques that allow us to estimate a common space in which to match samples. In this case, we match phenomics and transcriptomics data together. <a class="link" href="https://ca.linkedin.com/in/qxi?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>Quanhan (Johnny) Xi</a> <a class="link" href="https://ca.linkedin.com/in/jana-osea?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>Jana Osea</a> <a class="link" href="https://ca.linkedin.com/in/zuheng-david-xu-29825624b?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>Zuheng (David) Xu</a> <a class="link" href="https://uk.linkedin.com/in/jasonhartford1?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>Jason Hartford</a> <a class="link" href="https://lnkd.in/gwcE2VND?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://lnkd.in/gwcE2VND</a> Read the paper: <a class="link" href="https://lnkd.in/gv-fErT5?trk=organization_guest_main-feed-card-text" target="_self" rel="nofollow" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>https://lnkd.in/gv-fErT5</a></p> <button class="attributed-text-segment-list__btn-truncation absolute right-0 bottom-0 pl-1 bg-color-background-container text-color-text-secondary text-sm font-medium babybear:font-bold invisible cursor-pointer hover:text-color-link-hover hover:underline" data-feed-action="see-more-post" data-feed-action-category="EXPAND" data-feed-action-type="expandCommentaryText" data-feed-control="commentary_expand" aria-hidden="true" tabindex="0"> 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data-test-id="main-feed-activity-card__commentary">Phenomics refers to the systematic study of a cell's phenotype—encompassing its observable and functional characteristics—in response to various perturbations. Leveraging the capabilities of <a class="link" href="https://www.linkedin.com/company/recursion-pharmaceuticals?trk=organization_guest_main-feed-card-text" target="_self" data-tracking-control-name="organization_guest_main-feed-card-text" data-tracking-will-navigate>Recursion</a>’s automated labs, we have access to billions of high-resolution cell images, each capturing intricate details of cellular morphology, including shape, size, texture, and subcellular structures. Using a small subset of this data, we created MolPhenix: a foundation model that can predict the effect of any given molecule and concentration pair on phenotypic cell assays and cell morphology. We’ll be presenting MolPhenix at NeurIPS this year with our poster “How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval”. Come chat with us next week on Dec 11th from 11 - 2 PM PST at the East Exhibit Hall A-C #1110. 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id="base-contextual-sign-in-modal-modal-header"> Sign in to see who you already know at Valence Labs </h2>  <div class="contextual-sign-in-modal__btn-container m-auto w-[320px] babybear:w-full">  <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button">  <div class="google-auth-button__placeholder " data-theme="filled_blue" data-logo-alignment="center"></div>  </div> </div> <div class="sign-in-modal" data-impression-id="organization_guest_contextual-sign-in-modal_sign-in-modal"> <button class="sign-in-modal__outlet-btn cursor-pointer btn-md btn-primary btn-secondary" data-tracking-client-ingraph data-tracking-control-name="organization_guest_contextual-sign-in-modal_sign-in-modal_outlet-button" data-modal="base-sign-in-modal">  Sign in </button> <div class>  <div id="base-sign-in-modal" class="modal modal--sign-in" data-outlet="base-sign-in-modal">  <div class="modal__overlay flex items-center bg-color-background-scrim justify-center fixed bottom-0 left-0 right-0 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class="modal__main w-full"> <div class="sign-in-modal__screen flex flex-col py-4 w-[513px] babybear:w-full px-3"> <h2 class="sign-in-modal__header font-sans text-display-md text-color-text "> Welcome back </h2> <code id="i18n_sign_in_form_show_text" style="display: none"></code> <code id="i18n_sign_in_form_show_label" style="display: none"></code> <code id="i18n_sign_in_form_hide_text" style="display: none"></code> <code id="i18n_sign_in_form_hide_label" style="display: none"></code> <code id="i18n_username_error_empty" style="display: none"></code> <code id="i18n_username_error_too_long" style="display: none"></code> <code id="i18n_username_error_too_short" style="display: none"></code> <code id="i18n_password_error_empty" style="display: none"></code> <code id="i18n_password_error_too_short" style="display: none"></code> <code id="i18n_password_error_too_long" style="display: none"></code>  <form data-id="sign-in-form" action="https://www.linkedin.com/uas/login-submit" method="post" novalidate class="mt-1.5 mb-2"> <input name="loginCsrfParam" value="b160a6a4-6d65-4743-8e17-2404a2e31780" type="hidden"> <div class="flex flex-col"> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="base-sign-in-modal_session_key"> Email or phone </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent grow" autocomplete="username" id="base-sign-in-modal_session_key" name="session_key" required data-tracking-control-name="organization_guest_contextual-sign-in-modal_sign-in-modal_sign-in-session-key" data-tracking-client-ingraph type="text"> </div> </div> <p class="input-helper mt-1.5" for="base-sign-in-modal_session_key" role="alert" data-js-module-id="guest-input__message"></p> </div> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="base-sign-in-modal_session_password"> Password </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent grow" autocomplete="current-password" id="base-sign-in-modal_session_password" name="session_password" required data-tracking-control-name="organization_guest_contextual-sign-in-modal_sign-in-modal_sign-in-password" data-tracking-client-ingraph type="password"> <button aria-live="assertive" aria-relevant="text" data-id="sign-in-form__password-visibility-toggle" class="font-sans text-md font-bold text-color-action z-10 ml-[12px] hover:cursor-pointer" aria-label="Show your LinkedIn password" data-tracking-control-name="organization_guest_contextual-sign-in-modal_sign-in-modal_sign-in-password-visibility-toggle-btn" type="button">Show</button> </div> </div> <p class="input-helper mt-1.5" for="base-sign-in-modal_session_password" role="alert" data-js-module-id="guest-input__message"></p> </div> <input name="session_redirect" value="https://ca.linkedin.com/company/valenceailabs" type="hidden">  </div> <div data-id="sign-in-form__footer" class="flex justify-between sign-in-form__footer--full-width"> <a data-id="sign-in-form__forgot-password" class="font-sans text-md font-bold link leading-regular sign-in-form__forgot-password--full-width" href="https://www.linkedin.com/uas/request-password-reset?trk=organization_guest_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-control-name="organization_guest_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-will-navigate>Forgot password?</a>  <input name="trk" value="organization_guest_contextual-sign-in-modal_sign-in-modal_sign-in-submit" type="hidden"> <button class="btn-md btn-primary flex-shrink-0 cursor-pointer sign-in-form__submit-btn--full-width" data-id="sign-in-form__submit-btn" data-tracking-control-name="organization_guest_contextual-sign-in-modal_sign-in-modal_sign-in-submit-btn" data-tracking-client-ingraph data-tracking-litms type="submit"> Sign in </button> </div> <div class="sign-in-form__divider left-right-divider pt-2 pb-3"> <p class="sign-in-form__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </form> <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button" data-tracking-control-name="organization_guest_contextual-sign-in-modal_sign-in-modal_google-auth-button" data-tracking-client-ingraph> <code id="isTermsAndConditionsSkipEnabledAuthButton" style="display: none"></code> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2" data-impression-id="organization_guest_contextual-sign-in-modal_sign-in-modal__button-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=organization_guest_contextual-sign-in-modal_sign-in-modal_auth-button_user-agreement" target="_blank" data-tracking-control-name="organization_guest_contextual-sign-in-modal_sign-in-modal_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=organization_guest_contextual-sign-in-modal_sign-in-modal_auth-button_privacy-policy" target="_blank" data-tracking-control-name="organization_guest_contextual-sign-in-modal_sign-in-modal_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=organization_guest_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy" target="_blank" data-tracking-control-name="organization_guest_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> <div class="google-auth-button__placeholder google-auth-button__placeholder--black-border" data-theme="outline" data-logo-alignment="center"></div>  </div> </div>  <p class="sign-in-modal__join-now m-auto font-sans text-md text-color-text mt-2"> New to LinkedIn? <a href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fcompany%2Fvalenceailabs&trk=organization_guest_contextual-sign-in-modal_sign-in-modal_join-link" data-tracking-control-name="organization_guest_contextual-sign-in-modal_sign-in-modal_join-link" data-tracking-will-navigate="true" class="sign-in-modal__join-link">Join now</a> </p> </div> </div>  </section> </div> </div> </div> </div> <div class="contextual-sign-in-modal__divider left-right-divider"> <p class="contextual-sign-in-modal__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </div> <p class="contextual-sign-in-modal__join-now m-auto font-sans text-md text-color-text my-1"> New to LinkedIn? <a href="https://www.linkedin.com/signup?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fcompany%2Fvalenceailabs&trk=organization_guest_contextual-sign-in-modal_join-link" data-tracking-control-name="organization_guest_contextual-sign-in-modal_join-link" data-tracking-will-navigate="true" class="contextual-sign-in-modal__join-link">Join now</a> </p> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2 contextual-sign-in-modal__terms-and-conditions m-auto w-[320px] pt-2 babybear:w-full" data-impression-id="linkedin-tc__button-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=linkedin-tc_auth-button_user-agreement" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=linkedin-tc_auth-button_privacy-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=linkedin-tc_auth-button_cookie-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> </div> </div>  </section> </div> </div> </div> </div> <div class="cta-modal overflow-hidden container-raised z-10 fixed bottom-3 right-3 min-h-[56px] p-2 babybear:hidden windows-app-upsell windows-app-upsell--msft flex flex-col p-2 w-[359px] !bg-[#F1F8FA] opacity-90 backdrop-blur-[2px] z-1" data-impression-id="organization_guest_windows-app-upsell_cta-modal" role="dialog" aria-labelledby="cta-modal-header" aria-describedby="cta-modal-subheader"> <div class="windows-app-upsell__linkedin-title-container pt-[6px] mb-1.5 flex align-center"> <icon class="windows-app-upsell__linkedin-bug-icon block w-[21px] h-[21px]" data-svg-class-name="windows-app-upsell__linkedin-bug-icon-svg w-[21px] h-[21px]" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/euqjj7tf5wvr33frd3x1jj9s"></icon> <p class="windows-app-upsell__linkedin-title uppercase text-xs text-color-text-secondary leading-[21px] ml-1"> LinkedIn </p> </div> <p class="windows-app-upsell__title font-sans text-md text-color-text-accent-4-hover font-semibold leading-regular mb-1"> LinkedIn is better on the app </p> <p class="windows-app-upsell__body font-sans text-sm text-color-text-secondary leading-regular"> Don’t have the app? Get it in the Microsoft Store. </p> <a class="windows-app-upsell__cta btn-sm btn-secondary-emphasis mt-2 mb-[6px] w-fit" href="ms-windows-store://pdp/?ProductId=9WZDNCRFJ4Q7&mode=mini&cid=guest_desktop_upsell" data-tracking-client-ingraph data-tracking-control-name="organization_guest_windows-app-upsell_cta" data-tracking-will-navigate> Open the app </a> <button class="cta-modal__dismiss-btn absolute h-4 w-4 p-1 top-2 right-2 hover:cursor-pointer focus:outline focus:outline-2 focus:outline-color-action" data-tracking-control-name="organization_guest_windows-app-upsell_dismiss" aria-label="Dismiss"> <icon class="cta-modal__dismiss-icon block h-2 w-2 onload" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/adzjokfylbe8pvjr9h8iv96mw"></icon> </button> </div> </div> <code id="disableOneTapOnInitIfCsm" style="display: none"></code> <code id="flagshipOrganizationTracking" style="display: none"></code> <script src="https://static.licdn.com/aero-v1/sc/h/as3vk6nnjupk6jksi4ubjd0y1" async></script>  <script src="https://static.licdn.com/aero-v1/sc/h/73uprkk6x8e7ggx3ui9j5aeag" async defer></script> <script data-delayed-url="https://static.licdn.com/aero-v1/sc/h/zjknc3m26x2ha3j6ctgfqond" data-module-id="media-player"></script>  </body> </html>

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