Zihao Li @_Violet24K_
Ph.D. candidate @siebelschool @UofIllinois | (ex-)intern @Amazon @MSFTResearch zihao.website Joined January 2023-
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🌠Flow Matching Meets Biology and Life Science: A Survey Flow matching is emerging as a powerful generative paradigm. We comprehensively review its foundations and applications across biology & life science🧬 📚Paper: arxiv.org/abs/2507.17731 💻Resource: github.com/Violet24K/Awes…
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Zihao Li retweeted
🧠Let’s teach LLMs to learn smarter, not harder💥[arxiv.org/pdf/2506.06972] 🤖How can LLMs verify complex scientific information efficiently? 🚀We propose modular, reusable atomic reasoning skills that reduce LLMs’ cognitive load to verify scientific claims with little data.…
Zihao Li retweeted
😲 Not only reasoning?! Inference scaling can now boost LLM safety! 🚀 Introducing Saffron-1: - Reduces attack success rate from 66% to 17.5% - Uses only 59.7 TFLOP compute - Counters latest jailbreak attacks - No model finetuning On the AI2 Refusals benchmark. 📖 Paper:…
Joining the Hundredaire Club💯 as a junior member. A.M. Turing committee please call me anytime.
Zihao Li retweeted
Today, we introduce our hashtag#CIKM2025 Industry Day Chairs 👏 Jingren Zhou, Soonmin Bae, and Xianfeng Tang are leading this program connecting academia and industry.
Zihao Li retweeted
🤖 New preprint: We propose ten principles of AI agent economics, offering a framework to understand how AI agents make decisions, influence social interactions, and participate in the broader economy. 📜 Paper: arxiv.org/abs/2505.20273
Zihao Li retweeted
Microsoft presents Chain-of-Model Learning for Language Model
Zihao Li retweeted
🚨 ICML ’25 SPOTLIGHT 🚨 Taming Knowledge Conflict in Language Models 🤔 Why does your LLM sometimes echo the prompt but other times rely on its “built-in” facts? 🎭 Can we toggle between parametric memory and fresh context without fine-tuning? 🔬 Curious about LLM internals,…
Zihao Li retweeted
We'll present 4 papers and 1 keynote talk at #ICLR2025. Prof. Jingrui He and Prof. Hanghang Tong will be at the conference. Let's connect! ☕️
Zihao Li retweeted
🚨Call for Papers - 𝗠𝗟𝗼𝗚-𝗚𝗲𝗻𝗔𝗜 @ 𝗞𝗗𝗗 𝟮𝟬𝟮𝟱 Join us at the Workshop on 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗼𝗻 𝗚𝗿𝗮𝗽𝗵𝘀 in the Era of 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜 co-located with #KDD2025! 🌐Website: mlgraphworkshop.github.io 🌐Submission Link: openreview.net/group?id=KDD.o…
Zihao Li retweeted
🔬Graph Self-Supervised Learning Toolkit 🔥We release PyG-SSL, offering a unified framework of 10+ self-supervised choices to pretrain your graph foundation models. 📜Paper: arxiv.org/abs/2412.21151 💻Code: github.com/iDEA-iSAIL-Lab… Have fun!
Zihao Li retweeted
🔍New findings of knowledge overshadowing! Why do LLMs hallucinate over all true training data? 🤔Can we predict hallucinations even before model training or inference? 🚀Check out our new preprint: [arxiv.org/pdf/2502.16143] The Law of Knowledge Overshadowing: Towards…
Zihao Li retweeted
🚀 New Paper Alert! 🚀 LLMs struggle with self-correction like O1/R1 because models lack judgment on when to revise vs. when to stay confident. We introduce self-rewarding reasoning LLM, a reasoning framework that: ✅ integrates generator and generative RM into a single LLM. ✅…
📈 Your time-series-paired texts are secretly a time series! 🙌 Real-world time series (stock prices) and texts (financial reports) share similar periodicity and spectrum, unlocking seamless multimodal learning using existing TS models. 🔬 Read more: arxiv.org/abs/2502.08942
Zihao Li retweeted
Congrats to Hanrong, our publication "Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents" has been accepted to ICLR 2025 (@iclr_conf). An unforgettable rebuttal for three weeks! Paper Link: arxiv.org/abs/2410.02644
Social Use @socialuseai
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79 Followers 175 Following First-Year Ph.D. @UofIllinois | Undergrad @UMich. Science of Language Models. Reasoning. Alignment.
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17 Followers 37 Following CS PhD@Rutgers; B.E. in Computer Engineering@ZJU, B.S. in Computer Engineering@UIUC. https://t.co/PmEZ0TukJG
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321 Followers 2K Following PhD Student at MMLab, @CUHKofficial | Generative Models | Autonomous Driving | Robotics | World Models
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364 Followers 826 Following Conversational AI | NLP | @dilekhakkanitur @tur_gokhan | @IllinoisCDS @uiuc_nlp
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aiwoso @Jing_xing01
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Han Zhao @hanzhao_ml
3K Followers 1K Following Assistant Professor @siebelschool; Amazon scholar; Ph.D. @mldcmu; work on trustworthy machine learning and AI.
Tyler Derr @TylersNetwork
1K Followers 1K Following Assistant Professor @VanderbiltU; Network and Data Science Lab @VU_NDS_Lab; Social Network Analysis, Graph Neural Networks, Data Science for Social Good ♻️
Joye @h_joye77
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Tianxin Wei @wei_tianxin
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lzx666 @Zhixiang_2003
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Yu Zhang @yuz9yuz
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Charise @danielcharise92
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EMNLP 2025 @emnlpmeeting
15K Followers 50 Following EMNLP 2025 - The 2025 Conference on Empirical Methods in Natural Language Processing, 2025 Hashtag: #EMNLP2025 Dates: November 5-9 Submission Deadline: May 19th
Dominic Kao @kalikao
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Uthsav Chitra @uthsavc
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Qingyun Wang @eagle_hz
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Zhihao Jia @JiaZhihao
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YIKUN BAN @YikunBan
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Simon Shaolei Du @SimonShaoleiDu
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Zeyuan Allen-Zhu, Sc.... @ZeyuanAllenZhu
20K Followers 452 Following physics of language models @ Meta (FAIR, not GenAI) 🎓：Tsinghua Physics — MIT CSAIL — Princeton/IAS 🏅：IOI x 2 — ACM-ICPC — USACO — Codejam — math MCM
iDEA-iSAIL Group@UIUC @ideaisailuiuc
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ICLR 2026 @iclr_conf
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Shunyu Yao @ShunyuYao12
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109K Followers 166 Following UPMC Professor of Computer Science @ CMU, President Elect ICML Board, VP of Research @ Meta (Multimodal LLMs, AI Agents), ex-Director of AI research at @Apple
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10K Followers 295 Following Assistant Professor at Harvard @KempnerInst + CS. PhD @MIT_CSAIL, BS MIT. Generative Models, Compositionality, Embodied Agents, Robot Learning.
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4K Followers 378 Following Research @Meta Superintelligence Lab; previously multimodal @OpenAI, research: "thinking with images", advance voice mode, perception
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70 Followers 167 Following Ph.D. student @IllinoisCS | Prev. B.S. @PKU1898 | AI Security
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