Sizhuang He @sizhuang_
PhD student @YaleCompsci working with @david_van_dijk sizhuang.org New Haven, CT Joined March 2021-
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Today on the blog we introduce Cell2Sentence-Scale, which looks deep into how to best represent cells and biological information as text, opening up exciting applications for language-driven single-cell analysis with large language models. Learn more →goo.gle/4jC24dM
What if LLMs could “read” & “write” biology? 🤔 Introducing C2S‑Scale—a @Yale + @GoogleAI @GoogleDeepMind collab: we scaled LLMs (up to 27 B!) to analyze & generate single‑cell insights by turning transcriptomes into text 🧬➡️📝 🔗 Blog: research.google/blog/teaching-… 🔗 Preprint:…
📢 We're bridging the gap between discrete diffusion models and causal language models with CaDDi: Causal Discrete Diffusion! 🚀arxiv.org/abs/2502.09767 @YaleCSDept @YaleMed @yaledatascience
Excited to share our new preprint: COAST: Intelligent Time-Adaptive Neural Operators! 🌊 We introduce a novel neural operator that learns to dynamically and intelligently adjust time step sizes for modeling dynamical systems from data. 🚀 doi.org/10.48550/arXiv…
Mitigating racial bias from LLMs is a lot easier than removing it from humans! Can’t believe this happened at the best AI conference @NeurIPSConf We have ethical reviews for authors, but missed it for invited speakers? 😡
It is always frustrating as an author to receive a bad quality review, and worse still it could have been wrong or comes with a inherent rejection bias. Still, making reviewers non-anonymous at any point is a slippery slope. Regardless of the current status quo, we need to…
It is always frustrating as an author to receive a bad quality review, and worse still it could have been wrong or comes with a inherent rejection bias. Still, making reviewers non-anonymous at any point is a slippery slope. Regardless of the current status quo, we need to…
To share a story about how I think reviewing should go, for one #ICLR2025 paper I'm reviewing: - I rated the paper 5 - I gave specific criteria to reach 6 & additional criteria to reach 8 - I told the authors to either change the paper or change my mind - The authors met all…
To share a story about how I think reviewing should go, for one #ICLR2025 paper I'm reviewing: - I rated the paper 5 - I gave specific criteria to reach 6 & additional criteria to reach 8 - I told the authors to either change the paper or change my mind - The authors met all…
How does complexity shape intelligence? 🤔 In our new paper Intelligence at the Edge of Chaos, we explore the relationship between complex systems and the emergence of intelligence in AI models. Can complexity alone unlock smarter systems? 🌌🧠 #AI #complexity…
Very interesting
I still remember how inspired and proud I was hearing this at each home game. Thank you for being part of many of my happiest moments. Rest in peace.
I still remember how inspired and proud I was hearing this at each home game. Thank you for being part of many of my happiest moments. Rest in peace.
🚀 Beyond excited to announce our release of the #Cell2Sentence (C2S) API and new foundation models! 🎉 Our C2S API makes it incredibly easy to convert #singlecell data into cell sentences, perform inference with LLM-based C2S models, fine-tune them, and convert cell sentences…
🚀 Exciting News! 🚀 Our paper "Learning Integral Operators via Neural Integral Equations" is published in Nature Machine Intelligence! 🤖🧠💡 nature.com/articles/s4225… 🧵 Let me share some highlights in this thread...👇
🚀 We are at @icmlconf in Vienna presenting #cell2sentence (C2S), the first framework for LLM-based single-cell foundation models! 🧬✨ C2S can generate cells from language prompts, interpret cells, and even generate natural language insights directly from data! 🔍💬📊 Stay…
Happy #ICML2024 decision day
💡 Want to leverage the power of foundation models in graphs? 🔥 Introducing Foundation-Informed Message-Passing (FIMP), a framework for applying any pre-trained transformer-based foundation model to Graph Neural Networks! arxiv.org/abs/2210.09475
Major Cell2Sentence update 🎉🔬! We’ve been thrilled to see the attention Cell2Sentence has received from the single-cell community. Now, we’re excited to release our first update of Cell2Sentence (C2S) - a framework to leverage LLMs to train foundational single-cell models,…
GO BLUE!!!
Thrilled to announce that CINEMA-OT is now published at Nature Methods! nature.com/articles/s4159…
Erbifvea @Erbifvea403605
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SleepWellStocks🇺�... @Veexeat6304
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Yang Wu @15tatt
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Yuchen Zhu @_zhuyuchen
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Xiang Li | 李想 @XiangHCI
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blurb @blubblurb000
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Prof. Chuixiang Yi�... @cyi12
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Paper Copilot @ ICML ... @papercopilot
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780 Followers 1K Following MD-PhD student @Yale | Co-founder @AscentBio | Exploring cancer bio, ML, protein engineering, & immunotherapy with @KrishnaswamyLab and @VirusesImmunity
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Vishrut Thoutam @thoutam64
20 Followers 195 Following High Schooler, I think DNA and proteins are really cool and I like researching about them! Currently working on attention + mamba for DNA modeling
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267 Followers 348 Following I am a PhD Student of the NLP group at the University of Manchester. I am interested in LLM, AIGC, and Multimodal Model
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Yash Kumar Lal @lal_yash
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Kevin Sangster @k_t_sangster
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Mo Samsami @M_R_Samsami
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Jiantao Jiao @JiantaoJ
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Xudong Sun @xu_dong_sun
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Alessandro Suglia @ale_suglia
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Edward Grefenstette @egrefen
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Yunsheng Tian @YunshengTian
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Nikita Bier @nikitabier
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Mark Schmidt @MarkSchmidtUBC
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Jerry Tworek @MillionInt
22K Followers 677 Following Berry farmer @ OpenAI | o3, o1, GPT4, ChatGPT, Codex, Solved Rubik’s cube with robotic hand | cautious AI optimist
International Space S... @Space_Station
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hazyresearch @HazyResearch
9K Followers 1K Following A research group in @StanfordAILab working on the foundations of machine learning & systems. https://t.co/JHK58TDorG Ostensibly supervised by Chris Ré
Khaled Saab @_khaledsaab
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Yoav Artzi @yoavartzi
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Haoyu Xiong @Haoyu_Xiong_
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Adriana N. Vélez Avi... @Adri_MD_PhD_St
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Gabriele Berton @gabriberton
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Gmail @gmail
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