Sergey Shuvaev
@SergeyAShuvaev
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Postdoc at @penn | ex- @cshl, @mipt_eng | combining ML with neuroscience to build models of behavior
Philadelphia, PA
Joined November 2020
Dear @NeurIPSConf, would you please return search to bidding? Currently, I (we all - ?) get flooded with tons of poorly-matched papers from big umbrella areas of main expertise while better-matched niched papers can never be found, making all bids inevitably misplaced
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Happy to share that I've received @aistats_conf Best Reviewer award! Excited to be helpful to the community
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How can we make progress in developing a general model of neural computation rather than a series of disjointed models tied to specific experimental circumstances, ask @evadyer and Blake Richards @tyrell_turing in the latest entry in our NeuroAI series. https://t.co/jeioTlLunB
thetransmitter.org
To gain insight into complex neural data, we must move toward a data-driven regime, employing large models trained on vast amounts of data. Experts weigh in.
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Had a great experience at the 1st workshop last year. Highly recommend!
We are back for another round with the 2nd Annual Northeastern Systems and Control Workshop (NESCW), which will be held @CUSEAS @Columbia on May 3rd, 2025! If you are a systems and controls researcher in the northeast, you are invited! @CSSIEEE @IFAC_Control @l4dc_conf
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Now, exciting news! I’m thrilled to share that I’ve joined @Penn as a postdoc! In this role, I’ll be working with two incredible teams led by @bijanpesaran and @evadyer. Together, we will bridge neuroscience and AI to develop foundation models of neural activity and behavior!
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After nearly a decade at Cold Spring Harbor Laboratory, it’s time for my next chapter. This place has been more than just a workplace—it’s been a home for curiosity, collaboration, and lifelong friendships. To everyone at CSHL—thank you. Looking forward to staying connected!
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Animals are born with innate abilities, such as spiders spinning webs. But where do these abilities come from? CSHL’s @TonyZador & Alexei Koulakov propose AI that could solve the mystery.
cshl.edu
In a sense, each of us begins life ready for action. Many animals perform amazing feats soon after they’re born. Spiders spin webs. Whales swim. But where do these innate abilities come from?...
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Using LLMs to help with the writing is great, but you may want to edit their output - for its sanity. The number of the @aistats_conf abstracts saying 'delve' - which I've automatically bid on as a strong negative - was sadly overwhelming.
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Paper Alert: A new theoretical framework for olfaction. Joint work with Hamza Giaffar, @SergeyAShuvaev, and @AlexKoulakov
https://t.co/tuYyzCOzIP
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We started this project when AI (or we?..) was not that sassy! Fast forward, and here we are at the conference on Neuroscience & AI. Time flies fast, and we barely have time to change poster titles! But we were quick enough to have a paper on it published! https://t.co/tZ3HQPdqsc
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Had an absolute pleasure reviewing for @RealAAAI AAAI2025 conference. Awesome submissions, quality writing, thoughtful research. Bidding and reviewing were a breeze!
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Exciting week for the @AlexKoulakov 's group! Two papers accepted on long-haul projects; three more conference papers accepted on recent work; final models submitted on an ML challenge! Congratulations to the team & collaborators; more updates coming shortly!
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Excited to see this work published & highly recommend checking it out!
Excited to share our Graph Foundation Model, 🌐 GraphFM, trained on 152 datasets with over 7.4 million nodes and 189 million edges spanning diverse domains. 🚨 Check out our preprint for GraphFM where we test how our model scales with data and model size, and show efficient
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I really miss the times when @icmlconf rebuttals were limited to one page, and the reviewers' requests had to be scaled accordingly. The rebuttal period has started and many discussions are longer than papers🙃
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Shoutout to amazing @Cezve_340ml , @G_Enikolopov , and @AlexKoulakov who made this work possible. Special thanks to all Reviewers, whose input was instrumental to shaping this work.
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As this project offers a framework for cognitive/neural modeling, we are excited about follow-ups. Neural grounding of models holds the promise of OOD generalization, laying path towards safety-critical applications including human-robot interactions and autonomous driving.
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Going to #NeurIPS2023 ? Consider checking out how neural information processing can be studied with ML. We are delighted to chat about cogsci-inspired neurally-grounded modeling of social decisions. Our poster #410 goes live on Tue, Dec 12, at 5:15PM https://t.co/FsiSpdGqlM 🧵:
What are the origins of aggression? In a work with Evgeny Amelchenko, Grigori Enikolopov, and @joe6783 we use game-theoretic & Bayesian methods to build a theory of social conflict based on behavioral & neural data paper: https://t.co/GEnJaRHOwY poster: @CosyneMeeting III-004
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Productive day! Reviewed a paper, finalized a paper, prepared a poster, printed a poster, booked trips for two meetings. I guess I'm all set to celebrate Halloween now🎃
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