Ge Liu @GeLiuSaber
Assistant Professor@UIUC CS, PhD@MIT CS, ex-Postdoc@Baker Lab, IPD. Focus:GenAI4Science, geometric gen model, RL/optimization, protein/molecule design Joined July 2021-
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🧬 ProteinZero: Towards the Self-Evolution Era of AI-based Protein Design Can protein language models (PLMs) self-evolve through pure Online RL like DeepSeek-R1-Zero? YES! Today, we introduce ProteinZero: the first framework that enables scalable, automated, and continuous…
We are extremely excited to announce mCLM, a Modular Chemical Language Model that is friendly to automatable block-based chemistry and mimics bilingual speakers by “code-switching” between functional molecular modules and natural language descriptions of the functions. 1/2
🚀 Generate a research paper with LLM in one line! pip install tiny-scientist 🧑💻github.com/ulab-uiuc/tiny… 🧠 Powered by the ResearchTown simulator, just accepted to ICML 2025 🎉 🔗 arxiv.org/pdf/2412.17767 Stay tuned for more automated research with LLMs from U Lab!
🚀 Generate a research paper with LLM in one line! pip install tiny-scientist 🧑💻github.com/ulab-uiuc/tiny… 🧠 Powered by the ResearchTown simulator, just accepted to ICML 2025 🎉 🔗 arxiv.org/pdf/2412.17767 Stay tuned for more automated research with LLMs from U Lab!
🔥 AI Model Can Self-evolve Without Collapse 🔥 Our ICLR 2025 paper introduces ORW-CFM-W2: the first theoretically sound RLHF method to fine-tune flow matching models WITHOUT any human-collected datasets! ✅ No human-collected datasets needed - fully self-evolution ✅…
🚀Excited to share our latest paper, *ResearchTown*, a framework for research community simulation using LLMs and graphs 🌟We hope this marks a new step toward automated research 🧠Paper: arxiv.org/abs/2412.17767 💻Code: github.com/ulab-uiuc/rese… 🤗Dataset: huggingface.co/datasets/ulab-…
🚀Excited to share our latest paper, *ResearchTown*, a framework for research community simulation using LLMs and graphs 🌟We hope this marks a new step toward automated research 🧠Paper: arxiv.org/abs/2412.17767 💻Code: github.com/ulab-uiuc/rese… 🤗Dataset: huggingface.co/datasets/ulab-…
Our latest work, "Statistical Flow Matching (SFM)," will be posted in tomorrow morning's poster session at NeurIPS 2024. We have updated the results with a better DiT-based model. Check it out at poster 2401! Also check out our code at github.com/ccr-cheng/stat…. #NeurIPS2024
Research Town was made possible through the hard work of my students: Haofei Yu, Zirui Cheng, Zhaocheng Hong, Jinwei Yao, Kunlun Zhu, and Tao Feng. A special thanks to @haofeiyu44 for leading the development effort!
Research Town was made possible through the hard work of my students: Haofei Yu, Zirui Cheng, Zhaocheng Hong, Jinwei Yao, Kunlun Zhu, and Tao Feng. A special thanks to @haofeiyu44 for leading the development effort!
Great tool for boosting research productivity and creativity ☺️ save so much time for me. Definitely a good demonstration of how LLM could help advancing science and spreading scientific knowledge 😉 look forward to seeing more (plz also do it for bioRxiv if possible 🙏)
Great tool for boosting research productivity and creativity ☺️ save so much time for me. Definitely a good demonstration of how LLM could help advancing science and spreading scientific knowledge 😉 look forward to seeing more (plz also do it for bioRxiv if possible 🙏)
📚 Struggling to keep up with the latest research? Meet Arxiv Copilot, our automated tool that generates daily paper summaries tailored to your interests. Just input your name, and voilà! Curious about @ylecun's take? You can explore that too 🚀 👉 Demo: huggingface.co/spaces/ulab-ai…
Ruizhi (Ray) Liao @rayruizhiliao
434 Followers 301 Following phd @MIT_CSAIL | multimodal machine learning
Pranav Pawar @KagglePawar
5 Followers 100 Following AI Researcher | Evolution is a mystery, Clock makes a fool of history |
Chengkai Liu @ChengkaiLiu5
99 Followers 635 Following 4th-year CS PhD Student @TAMU || Previously @sjtu1896
Ethan Jinhua Si @ethan_si69581
3 Followers 45 Following
Tony RuiKang OuYang @TonyRKOuYang
56 Followers 122 Following Incoming PhD @CambridgeMLG | Interested in probabilistic generative models, sampling methods, and AI4science | Lead-organiser @MolSS_Group
Yoram Bachrach @yorambac
3K Followers 7K Following Research Scientist at Meta (prev Google DeepMind and Microsoft Research). Working on LLM Agents and Multi-Agent Systems.
Andreas Kirsch 🇺�... @BlackHC
14K Followers 6K Following My opinions only here. 👨🔬 RS @DeepMind, @Midjourney 1y 🧑🎓 DPhil @AIMS_oxford @UniofOxford 4.5y 🧙♂️ RE DeepMind 1y 📺 SWE @Google 3y 🎓 TUM 👤 @nwspk
Acta Physico-Chimica ... @ActaPhysChimSin
370 Followers 3K Following Acta Physico-Chimica Sinica (IF = 13.5), a journal from Chinese Chemical Society @ChineseChemSoc and Peking University @PKU1898, focusing on #Physical_Chemistry
Chongshan Lin @ChongshanLin
1 Followers 22 Following
Trishamanna @Trishamann8017
8 Followers 444 Following
Peixuan Han @peixuanhakhan
85 Followers 79 Following 2nd year Ph.D. student at UIUC @IllinoisCS LLM Researcher Prev: Tsinghua @Tsinghua_Uni CS Undergrad Amazon @amazon 25Summer Intern
JustusvLiebig @JustusvLiebig
6 Followers 116 Following
Yichun He @yiyiyihe
236 Followers 1K Following Eric and Wendy Schmidt Fellow @BroadInstitute | Ph.D. @Harvard | AI for biology & Biology for AI
Jiequn Han @JiequnH
612 Followers 519 Following Research Scientist @FlatironCCM @SimonsFdn, PhD @Princeton PACM. Machine Learning for Scientific Computing since 2016. Opinions are my own.
Jian Song @RPJSong
1 Followers 61 Following
Trang Vu @ragvuntal
16 Followers 406 Following
Shane Wang @BzXp0UdZ5eEtwIK
6 Followers 103 Following
Haorui Li @Haoruili46
1 Followers 19 Following
Huang Junting @HuangJunting16
17 Followers 251 Following
Ee Lee @EeLee529562
0 Followers 2 Following
Ruijie Wang @RuijieWang97
3 Followers 73 Following Build LLM @Amazon, PhD @UIUC. Doing research on #LLM #graphmachinelearning #alignment.
Jeffery @Jeffery18382009
5 Followers 81 Following
Jiashi Yin @Jacob_Yin_
0 Followers 6 Following
Xiuyuan Hu @PurpleOctopus22
7 Followers 67 Following Ph.D. candidate & B.E. & B.S. @Tsinghua_Uni, interned @Cambridge_Uni @MBZUAI @MSFTResearch Researcher on AI for Science Open to worldwide Postdoc positions
CASIAHHT @casiahht
7 Followers 130 Following
Gang Liu @gliu0329
326 Followers 390 Following Ph.D. student @ND_CSE | Graph ML | AI for Chemistry and Material Science | Research Intern @Amazon, @broadinstitute, @MITIBMLab
Neeraja Kirtane @NeerajaKirtane
323 Followers 718 Following MSCS student at @illinoisCDS |RA at @rbcdsai @iitmadras
Wenbo Zhao @WenboZhao1700
1 Followers 9 Following
xl @williamzzw_
7 Followers 78 Following
骑士 @qsh02237727
1 Followers 168 Following
Aurosish Sharma @czixior
45 Followers 277 Following PhD Student at @HuiminZhaoLab, University of Illinois Urbana-Champaign | BS-MS in Biological Sciences @IISERMohali
Qihang Li @rokeeeto17
1 Followers 37 Following Research Intern @sairlab_org | MSE Robotics @JohnsHopkins | Interested in Robot Planning and Intelligence. Seeking PhD position in Robotics 🤖️
Hanyang Chen @hc81Jeremy
39 Followers 167 Following M.S in CS @ UIUC ; BSc @ HKU. Do cool things with cool people. #Multimodal_AI #AI_Reasoning
Faris H. Rizk @farishamdi0000
147 Followers 2K Following Research Intern @UBuffalo & ex- @CarnegieMellon | ECE Student @ DHIET ’26 | Computer Vision, ML, Optimization
Kiran @Kiran8044
4 Followers 248 Following
Liangsheng Yin （尹... @lsyincs
257 Followers 258 Following B.E. @sjtu1896 Maintainer @sgl_project Incoming Ph.D. Student @UCBerkeley
Ruizhi (Ray) Liao @rayruizhiliao
434 Followers 301 Following phd @MIT_CSAIL | multimodal machine learning
Yuchen Zhu @YuchenZhu_ZYC
279 Followers 442 Following ML PhD student @GeorgiaTech. diffusion/flow, multimodal foundation models, AI4Science. Alumni @yale @nyushanghai
MolSS Reading Group @MolSS_Group
119 Followers 7 Following MolSS is a biweekly reading group focusing on probabilistic machine learning for a wide range of applications related to molecules.
Jose Miguel Hernánde... @jmhernandez233
4K Followers 132 Following Professor of Machine Learning, University of Cambridge, UK.
Tony RuiKang OuYang @TonyRKOuYang
56 Followers 122 Following Incoming PhD @CambridgeMLG | Interested in probabilistic generative models, sampling methods, and AI4science | Lead-organiser @MolSS_Group
Brendan O'Donoghue @bodonoghue85
6K Followers 1K Following Research scientist at @GoogleDeepMind, working on generative models, deep learning, RL. PhD from @stanford. Gemini Diffusion lead.
Yoram Bachrach @yorambac
3K Followers 7K Following Research Scientist at Meta (prev Google DeepMind and Microsoft Research). Working on LLM Agents and Multi-Agent Systems.
Andreas Kirsch 🇺�... @BlackHC
14K Followers 6K Following My opinions only here. 👨🔬 RS @DeepMind, @Midjourney 1y 🧑🎓 DPhil @AIMS_oxford @UniofOxford 4.5y 🧙♂️ RE DeepMind 1y 📺 SWE @Google 3y 🎓 TUM 👤 @nwspk
Delta Institute @DeltaInstitutes
1K Followers 39 Following Supporting exceptional researchers/engineers, from academia to industry and beyond.
Aldo Pacchiano @aldopacchiano
1K Followers 453 Following AI research at Broad Institute and Boston University. Reinforcement Learning / Bandits / Experiment Design Mexicano 🇲🇽
Jürgen Schmidhuber @SchmidhuberAI
163K Followers 0 Following Invented principles of meta-learning (1987), GANs (1990), Transformers (1991), very deep learning (1991), etc. Our AI is used many billions of times every day.
Kyle Tretina, Ph.D. @AllThingsApx
4K Followers 461 Following Follow for AI in Digital Biology and Drug Discovery @NVIDIA, ex Insilico Medicine, ex Yale, PhD UMaryland, views are mine, DM for collabs
Luca Eyring @LucaEyring
442 Followers 917 Following @ELLISforEurope PhD student @ExplainableML, Research Intern @InceptiveCom
Michael Albergo @msalbergo
2K Followers 2K Following Junior fellow at the Society of Fellows at @Harvard and @iaifi_news fellow, incoming Assistant Professor at @Harvard and the @KempnerInst views my own
Yichun He @yiyiyihe
236 Followers 1K Following Eric and Wendy Schmidt Fellow @BroadInstitute | Ph.D. @Harvard | AI for biology & Biology for AI
Pranam Chatterjee @pranamanam
4K Followers 339 Following Generating biologics to program biology! 💻🧫 Assistant Professor at @Penn | Co-Founder @GametoGen and @UbiquiTxINC | Formerly @MIT '16 '18 '20 and @harvardmed
Sanjeev Arora @prfsanjeevarora
25K Followers 101 Following Director, @PrincetonPLI and Professor @PrincetonCS. Seeks math/conceptual understanding of deep learning and large AI models. Also on the "other" social network
tbepler @tbepler1
610 Followers 154 Following Scientist and Group Leader of the Simons Machine Learning Center @SEMC_NYSBC. Co-founder and CEO of https://t.co/YcCw0bpHZo. Opinions are my own.
Morteza Mardani @MardaniMorteza
2K Followers 2K Following Principal Scientist @NVIDIA | Visiting Researcher @Stanford | Bridging theory & practice in ML, generative learning, and diffusion models
Hongyu Ren @ren_hongyu
23K Followers 693 Following research @meta superintelligence. CS PhD @stanford. prev @openai, led the development of o3-mini and o1-mini.
Kirill Neklyudov @k_neklyudov
2K Followers 440 Following Assistant Professor @UMontreal; Core Academic Member @Mila_Quebec
Aayush Karan @aakaran31
473 Followers 748 Following PhD student @Harvard and @GoogleDeepMind | Algorithmic insights for generative machine learning | @PDSoros 2024 | Prev @citsecurities, @Apple
Molei Tao @MoleiTaoMath
1K Followers 195 Following Georgia Tech Prof; Tsinghua, Caltech, NYU Courant * deep learning theory * (diffusion) generative model, probabilistic ML * AI4Science * applied & comput. math
Dinghuai Zhang 张鼎... @zdhnarsil
4K Followers 2K Following Researcher at @MSFTResearch. Prev: PhD at @Mila_Quebec, intern at @Apple MLR and FAIR Labs @MetaAI, math undergraduate at @PKU1898.
Sander Dieleman @sedielem
63K Followers 2K Following Research Scientist at Google DeepMind (WaveNet, Imagen, Veo). I tweet about deep learning (research + software), music, generative models (personal account).
Yaron Lipman @lipmanya
4K Followers 466 Following Research scientist @AIatMeta (FAIR), prev/visiting @WeizmannScience. Interested in generative models and deep learning of irregular/geometric data.🎗️
Qixing Huang @qixing_huang
4K Followers 300 Following I am an associate professor at UT Austin. I do research at the intersection of computer graphics, computer vision, and machine learning.
Brandon Amos @brandondamos
20K Followers 2K Following research scientist @MetaAI (FAIR) | optimization, machine learning, control, transport | PhD from @SCSatCMU
Karsten Kreis @karsten_kreis
3K Followers 675 Following Principal Research Scientist at @NVIDIA | Former Physicist | Deep Generative Learning | Flows and Diffusion | Proteins and Molecules Opinions are my own.
Arash Vahdat @ArashVahdat
10K Followers 870 Following Research Director, leading fundamental generative AI research (GenAIR) @nvidia research, views are my own.
Kexin Huang @KexinHuang5
4K Followers 640 Following PhD Student @Stanford CS with @jure; AI + Biomedicine
Damek @damekdavis
6K Followers 1K Following Optimization and ML, Prof @Wharton Stats, Prev: Prof @Cornell, PhD @uclamath, https://t.co/bfOIEx0lHj, (not quite a) blog: https://t.co/RFKUB4qDKF
Guan-Horng Liu @guanhorng_liu
1K Followers 370 Following Research Scientist @MetaAI (FAIR NY) • Schrödinger Bridge, diffusion, flow, stochastic optimal control • prev ML PhD @GeorgiaTech 🚀
Max Welling @wellingmax
39K Followers 472 Following
Ruidong Wu @RuidongWu
213 Followers 531 Following PhD student at @MIT_CSAIL. Prev: @HelixonBio @UofIllinois @Tsinghua_Uni.
David Juergens @DaveJuergens
3K Followers 2K Following Machine learning for molecular design. Currently: Postdoc @StanfordUChem @mtzlab. PhD @UWMolES @UWproteindesign. B.S. @UWChemE
Hang Zhao @zhaohang0124
4K Followers 1K Following Asst. Prof@ Tsinghua University, Co-founder @GalaxeaDynamics. Former Scientist@Waymo, MIT PhD’19. I research on multimodal learning, self-driving and robotics!
Zhijian Liu @zhijianliu_
2K Followers 822 Following Research Scientist @NVIDIA. Assistant Professor @UCSanDiego. PhD @MIT. Efficient AI. Views are my own. Anonymous Feedback: https://t.co/TsjmnTSiZH
Yang Hsia @yhsia_ipd
385 Followers 119 Following Research scientist in the Baker Lab at the @UWproteindesign.
Gabriel Rocklin @grocklin
3K Followers 595 Following High-throughput protein design and biophysics | Asst Prof, Northwestern Pharmacology @NuFeinbergMed @NUSynBio.
Indrek Kalvet @ikalvet
654 Followers 333 Following 🇪🇪 De Novo enzyme design • HHMI Postdoc at the Institute for Protein Design at University of Washington @UWproteindesign
Thomas Schlichthaerle @schlichthaerle
492 Followers 385 Following PostDoc working on Protein Design problems in the Baker Lab, previously working with DNA-PAINT & DNA Nanotechnology
Magnus Bauer @kinasekid
442 Followers 2K Following Enjoying life one molecule at a time / Postdoc @UWproteindesign / ex @Stanford / PhD @LMU_Muenchen / tweeting in English, thinking in Bavarian, coding in Python
Kieran Didi @DidiKieran
829 Followers 1K Following Research scientist @nvidia and PhD Student in ML at @UniofOxford with @mmbronstein | Learned a lot @Cambridge_CL @emblebi @TBioinf @KnowlesLabCamb @BioMed_XTrends for United States
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