UIUC NLP @uiuc_nlp
Natural Language Processing research group at The University of Illinois Urbana-Champaign @IllinoisCS @UofIllinois Joined July 2019-
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🚀 Introducing UserRL: a new framework to train agents that truly assist users through proactive interaction, not just chase static benchmarking scores. 📄 Paper: arxiv.org/pdf/2509.19736 💻 Code: github.com/SalesforceAIRe…
🧠 Get $20 to watch videos + share what sparks your curiosity! TIMAN Lab @ UIUC is studying how people seek info while watching content. 🖥️ 30–60 min Zoom session ✅ 18+, fluent in English 💸 $20 reward Sign up: docs.google.com/forms/d/1OcnrM… #PaidStudy #AI
Accepted as NeurIPS2025 Spotlight! Existing large multimodal models (LMMs) have very poor visual understanding and reasoning over part-level attributes and affordances (only 5.9% gIoU). We developed novel part-centric LMMs to address these challenges arxiv.org/pdf/2505.20759
Exciting growth ahead! 🚀 Eighteen new faculty members are joining the Siebel School of Computing and Data Science at Grainger Engineering, bringing world-class expertise in research and education. ▶️bit.ly/3VJ281D
Our paper is accepted to NeurIPS 2025 for presentation! Please check my post below for paper details! 🚀🚀🚀
Our paper is accepted to NeurIPS 2025 for presentation! Please check my post below for paper details! 🚀🚀🚀
Congratulations to our very own Manling Li @ManlingLi_ for being named as Innovator Under 35 by MIT Technology Review! @siebelschool
🚨 New Paper Alert! 🚨 Excited to share our most recent work was accepted at NeurIPS 2025 as a Spotlight! 👉 arxiv.org/pdf/2505.20759 We introduce PLUM, a new Large Multimodal Models (LMMs) and PARTONOMY, a benchmark for part-level visual understanding and grounding👇
(1/5) Super excited to release our new paper on Reinforcement Learning: "Self-Aligned Reward: Towards Effective and Efficient Reasoners"! Preprint: arxiv.org/pdf/2509.05489
I'm hiring 1-2 new postdocs to work on AI for Scientific Discovery (especially on drug discovery and material discovery) and Science-Inspired AI (especially on scientific foundation models). Please drop me an email if you are interested or know someone who might be a great fit!
We are super excited to welcome three HUJI NLP professors to visit UIUC today and give amazing talks 2-5pm: siebelschool.illinois.edu/news/calendar/…
PROF🌀Right answer, flawed reason?🤔🌀 📄arxiv.org/pdf/2509.03403 Excited to share our work: PROF-PRocess cOnsistency Filter! 🚀 Challenge: ORM is blind to flawed logic, and PRM suffers from reward hacking. Our method harmonizes strengths of PRM & ORM. #LLM #ReinforcementLearning
Exciting keynote at @IJCAIconf sharing the roadmap of AI x Science cutting-edge research frontier 🚀
Exciting keynote at @IJCAIconf sharing the roadmap of AI x Science cutting-edge research frontier 🚀
Heng Ji, University of Illinois Urbana-Champaign, Amazon Scholar, delivering her invited talk on Science-Inspired AI at #IJCAI2025.
🎉 Congrats to our students on the new #EMNLP2025 paper acceptances! 1⃣ LLM Natural-Formal Hybrid Reasoning arxiv.org/abs/2505.23703 2⃣ Text-Instructed Image Editing on Medical Domain arxiv.org/abs/2506.01921 3⃣ Knowledge Boundary Aware Multi-Compositional Reasoning…
🤝 Can LLM agents really understand us? We introduce UserBench: a user-centric gym environment for benchmarking how well agents align with nuanced human intent, not just follow commands. 📄 arxiv.org/pdf/2507.22034 💻 github.com/SalesforceAIRe…
Learning to perceive while learning to reason! We introduce PAPO: Perception-Aware Policy Optimization, a direct upgrade to GRPO for multimodal reasoning. PAPO relies on internal supervision signals. No extra annotations, reward models, or teacher models needed. 🧵1/3
🚀 Excited to share our work led by my amazing labmate @zhenhailongW, PAPO: Perception-Aware Policy Optimization, an extension of GRPO for multimodal reasoning! No extra labels. No reward models. Just internal supervision. 🔥 Learning to perceive while learning to reason.
🚀 Excited to share our work led by my amazing labmate @zhenhailongW, PAPO: Perception-Aware Policy Optimization, an extension of GRPO for multimodal reasoning! No extra labels. No reward models. Just internal supervision. 🔥 Learning to perceive while learning to reason.
How can we unlock generalized reasoning? ⚡️Introducing Energy-Based Transformers (EBTs), an approach that out-scales (feed-forward) transformers and unlocks generalized reasoning/thinking on any modality/problem without rewards. TLDR: - EBTs are the first model to outscale the…
PhD #24 - Congratulations to Dr. Revanth Reddy @gangi_official on successfully defending his amazing PhD thesis and joining Google DeepMind as a research scientist! Many thanks to my friends and collaborators for co-advising him in the past several years!
I’m looking for a new postdoc to start this fall working on AI for Science/Science-Inspired AI (focusing on chemistry and bioengineering domains for now). Please drop me a CV if interested.
Heng Ji @hengjinlp
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Yu Su (hiring postdoc... @ysu_nlp
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Kyunghyun Cho @kchonyc
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Greg Durrett @gregd_nlp
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Bill Yuchen Lin @billyuchenlin
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Delip Rao e/σ @deliprao
62K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: 道元, improv, running 🌈
Kuan-Hao Huang @kuanhaoh_
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Jie Huang @jefffhj
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Pan Lu @lupantech
6K Followers 1K Following Postdoc @Stanford | PhD @CS_UCLA @uclanlp | Amazon/Bloomberg/Qualcomm Fellows | Ex @Tsinghua_Uni @Microsoft @allen_ai | ML/NLP: AI4Math, AI4Science, LLM, Agents
Jessy Li @jessyjli
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Soumya Sanyal @ssanyal8
503 Followers 576 Following Ph.D. @nlp_usc | Ex-@AmazonScience, @MSFTResearch, @iiscbangalore, @GoldmanSachs, @IITKgp | Deductive and Logical Reasoning in LLMs
Jiao Sun @sunjiao123sun_
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Preslav Nakov @preslav_nakov
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Kenneth Huang @windx0303
4K Followers 5K Following I create systems that helps users. Visit @CornellInfoSci; Associate Prof @ISTatPENNSTATE @PSUCrowdAILab. #HCI #NLProc #Writing #Label. Prev: @cmuhcii/@LTIatCMU.
Revanth Gangi Reddy @gangi_official
2K Followers 465 Following Lifting (model) weights @GoogleDeepMind. CS PhD at @IllinoisCDS.
Shaily @shaily99
7K Followers 2K Following PhD @LTIatCMU. Prev: @allen_ai @GoogleAI @MSFTResearch. #NLProc. Often ranting about research.
Mohit Bansal @mohitban47
11K Followers 722 Following Parker Distinguished Prof @UNC. PECASE/AAAI Fellow. Director https://t.co/5qlPVgnrlN (@unc_ai_group). Past @Berkeley_AI @TTIC_Connect @IITKanpur #NLP #CV #AI
Pragathi Y P @PragathiYP23
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hobart @hobart24928224
342 Followers 5K Following Our hearts are all yearning for something indescribable
Nathan @Nathanomics2169
62 Followers 495 Following
Zhaoyi ZHANG @ZhaoyiZHANG66
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Cheng Wang @WangCheng_0116
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Justin @Justin_6657
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Min @aooimin
11 Followers 102 Following IS + CS @UofIllinois. Posting about AI Agent & Human AI Interaction
Kunlun Zhu @Kunlun_Zhu
83 Followers 462 Following Graduate Student @UofIllinois https://t.co/nUwOi3ANA2
The_Scholar📚🖊�... @Sabiu_Idreees
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Wenhao Yu @wyu_nd
5K Followers 941 Following NLP Researcher at Tencent I am based in Seattle Ex. MSR , AI2, Bloomberg
Junker @junk1r
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smile @Smilex_P
229 Followers 6K Following
RockyParadox @RockyParadox44
137 Followers 7K Following
Katherine Tieu @kthrn_uiuc
162 Followers 779 Following CS PhD @UofIllinois @ideaisailuiuc | Prev Undergrad @UofIllinois | Graph ML, LLMs
Bodun Hu @BodunHu
131 Followers 265 Following CS Ph.D. student @UTAustin. Student researcher @Meta. Working on systems for ML
CJ @cherryjo09
289 Followers 937 Following Jack of some trades, #fintech, #crypto, #Digital #AI. fiercely oppose discrimination of all types. Love Travelling, Technology, Anti-Fascist
Denghui Zhang @denghui_zhang
498 Followers 703 Following Assistant Professor at Stevens Institute of Technology.
Prathyaksh N @n_prathyaksh
9 Followers 992 Following
Mark Minghao Liu @liu34836428
10 Followers 65 Following Third year student majoring in CS at HKUST intern at @renAI_lab101
Pranav Pawar @KagglePawar
6 Followers 162 Following AI Researcher | Evolution is a mystery, Clock makes a fool of history |
Divyanshu Aggarwal @divyanshuaggarw
131 Followers 1K Following Research Fellow at @MSFTResearch | ex @AmericanExpress AI Labs | @dtu_delhi Alum
Srinivasa Raghavan @imsraghavan
304 Followers 7K Following A constant in the world of variables நன்றே வருவதெல்லாம் நமக்குப் பரமொன்றிலதே!
Alan Saji @AlanSaji2251
33 Followers 143 Following Research Associate @AI4Bharat Interests include AI interpretability and reasoning Prev: Axis Bank, IIT Madras
Tùng Vũ @Play_With_Mino
2 Followers 179 Following
Celedonio Hernández @ctcichs
96 Followers 5K Following
Deniss Sīmanis @imdsms
230 Followers 274 Following /** 𝚃𝚎𝚕𝚎𝚌𝚘𝚖 𝚍𝚎𝚟 𝚟𝚎𝚝𝚎𝚛𝚊𝚗; 𝙶𝚂𝙼𝙰 𝚁𝙲𝚂 𝚌𝚘𝚗𝚝𝚛𝚒𝚋𝚞𝚝𝚘𝚛. 𝙽𝚘𝚠 𝚏𝚘𝚌𝚞𝚜𝚎𝚍 𝚘𝚗 𝙲𝚕𝚘𝚞𝚍 𝙽𝚊𝚝𝚒𝚟𝚎, 𝙼𝙻 & 𝙰𝙸. */
Mike @Mike53980636
1 Followers 400 Following AI Researcher in DL,ML and CV | Graduate student in SG now | fitness enthusiast，6-abs!
jparap @jktw2023
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Nicholas Popovič @nicpopovic
33 Followers 233 Following PhD student @Sca_DS and @tudresden_de using Language Models for Information Extraction. Previously at Karlsruhe Institute of Technology.
Feng Yao @fengyao1909
1K Followers 662 Following Ph.D. student @UCSD_CSE | Intern @Amazon Rufus Foundation Model Ex. @MSFTResearch @TsinghuaNLP
Derek Moore @derekm00r3
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Chengxuan Qian @qian_xuan46760
22 Followers 569 Following Senior Undergraduate with great interests in Multimodal LLMs Post-Training and Tool-Augmented Agentic RL
renAI (Human-Centric ... @renAI_Lab101
39 Followers 114 Following A group of researchers at @HKUST working on fun stuff that matters, with 6 main+finding papers to be presented at ACL’25. Follow for latest updates :)
Cuong Nguyen Lan @lan_cuongNguyen
31 Followers 1K Following AI Research Resident in FPT Software AI Center
(((ل()(ل() 'yoav)))... @yoavgo
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Graham Neubig @gneubig
40K Followers 709 Following Associate professor @LTIatCMU. Co-founder/chief scientist @allhands_ai. I mostly work on modeling language.
Heng Ji @hengjinlp
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William Wang @WilliamWangNLP
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Kyunghyun Cho @kchonyc
78K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre physicist at @nyuniversity (@CILVRatNYU) & @PrescientDesign
Greg Durrett @gregd_nlp
8K Followers 892 Following Associate professor at NYU (Courant CS + Center for Data Science) | advisor for @bespokelabsai | large language models and NLP | he/him
Rada Mihalcea @radamihalcea
10K Followers 598 Following Janice M. Jenkins Collegiate Professor of Computer Science at U. Michigan, Director @Michigan_AI Lab, Former @ACLmeeting President, Researcher #NLProc #AI.
Kuan-Hao Huang @kuanhaoh_
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Jie Huang @jefffhj
13K Followers 638 Following Building intelligence @xAI. Grok-2🍍, 3🍫, 4🫐, Video Gen🪄. PhD from UIUC CS.
Christopher Manning @chrmanning
152K Followers 230 Following Founder, @stanfordnlp and cs224n. Assoc. Director, @StanfordHAI. Prof. CS & Linguistics, @Stanford. GP @aixventureshq. Australian🇦🇺. Do #NLProc & #AI. 👋
Jessy Li @jessyjli
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Princeton NLP Group @princeton_nlp
5K Followers 62 Following Princeton NLP Group led by @prfsanjeevarora @danqi_chen @karthik_r_n
Jiao Sun @sunjiao123sun_
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Sean Ren @xiangrenNLP
13K Followers 546 Following Building @SaharaLabsAI 🍦| Professor @USCViterbi @nlp_usc | @MIT TR 35 , @ForbesUnder30 | Prev: @allen_ai, @Snapchat, @Stanford, @UofIllinois
Preslav Nakov @preslav_nakov
3K Followers 2K Following Professor, MBZUAI LLMs, Jais-chat, "fake news", disinformation, propaganda, media bias Past: UC Berkeley, NUS, BAS, SU
Stanford NLP Group @stanfordnlp
172K Followers 296 Following Computational Linguists—Natural Language—Machine Learning @chrmanning @jurafsky @percyliang @ChrisGPotts @tatsu_hashimoto @MonicaSLam @Diyi_Yang @StanfordAILab
Dipanjan Das @dipanjand
6K Followers 318 Following Researcher at @GoogleDeepmind. Factuality and Gemini x Search.
Kenneth Huang @windx0303
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Revanth Gangi Reddy @gangi_official
2K Followers 465 Following Lifting (model) weights @GoogleDeepMind. CS PhD at @IllinoisCDS.
Chenlu Ye @ye_chenlu
257 Followers 269 Following Ph.D. student at UIUC, interested in RL reasoning, agent
Alexi Gladstone @AlexiGlad
1K Followers 487 Following PhD @ UIUC advised by @hengjinlp. Intern @Meta, Prev @PalantirTech and @UVA. Working on world models, SSL, System 2/reasoning, EBMs
Jinu Lee @jinulee_v
465 Followers 286 Following PhD Student @UIUC_NLP. Interested in *semantics of reasoning*, from neuro-symbolic methods to reasoning evaluation/improvement in LLMs. Ex-Intern @MSFTResearch
Hyeonjeong Ha @hyeonjeong_ai
400 Followers 348 Following Ph.D. student @IllinoisCS @UIUC_NLP | Previously @KAIST @kaist_ai | ML Research Intern @Apple
Cheng Qian @qiancheng1231
782 Followers 756 Following UIUC PhD @uiuc_nlp advised by @hengjinlp | Prev THU Undergrad @TsinghuaNLP advised by @zibuyu9 | Current intern @salesforce | #LLM #Agent
Xiusi Chen @xiusi_chen
623 Followers 456 Following Postdoc @UofIllinois @uiuc_nlp, Ph.D. @UCLA, BS @PKU1898. RM-R1. Ex-Intern @AmazonScience (x2),@NECLabsAmerica. LLM, Neuro-Symbolic AI.
Shujin Wu @shujin_wu
499 Followers 185 Following Incoming CS PhD @uiuc_nlp 🌽. MSc @USCViterbi ✌️. Natural Language Processing & AI Alignment
Peixuan Han @peixuanhakhan
94 Followers 85 Following 2nd year Ph.D. student at UIUC @IllinoisCS LLM Researcher Prev: Tsinghua @Tsinghua_Uni CS Undergrad Amazon @awscloud 25Summer Intern
ConvAI@UIUC @convai_uiuc
372 Followers 826 Following Conversational AI | NLP | @dilekhakkanitur @tur_gokhan | @IllinoisCDS @uiuc_nlp
Hou Pong (Ken) Chan @kenchanhp
319 Followers 521 Following Researcher at the Alibaba DAMO Academy, Singapore R&D Center | Former Visiting Postdoc Researcher at UIUC @uiuc_nlp | NLP PhD from CUHK @CUHKofficial
Lifan Yuan @lifan__yuan
2K Followers 137 Following PhD student @uiuc_nlp @GoogleDeepMind. Prev: @TsinghuaNLP
Yuji Zhang @Yuji_Zhang_NLP
581 Followers 328 Following Postdoc@UIUC, advised by Prof. Heng Ji @hengjinlp and Prof. Chengxiang Zhai. Robust and trustworthy LLMs. LLM hallucination. LLM knowledge. LLM reasoning.
Zixuan Zhang @zhangzxUIUC
70 Followers 60 Following NLP Researcher, PhD Candidate @ CS UIUC (https://t.co/idK6wcn7yg)
Ke Yang @EmpathYang
269 Followers 1 Following CS Ph.D. @ UIUC | BEng from THU | current intern @MSFTResearch | ex-intern @Amazon AWS
Eli Chien @chien_eli
344 Followers 358 Following Visiting Researcher @Google. Incoming Assistant Professor @ National Taiwan Univ. Prev.: @GeorgiaTech @UofIllinois @Amazon @BellLabs #RegulatableAI
Siddharth Karamcheti @siddkaramcheti
4K Followers 826 Following Incoming Assistant Professor @GeorgiaTech / @ICatGT / @GTrobotics. Prev: PhD from @StanfordAILab @stanfordnlp. I like robots, language, and people.
Jeonghwan Kim @MasterJeongK
843 Followers 950 Following PhD student @IllinoisCDS @UIUC_NLP | Research Intern @Meta, @Amazon
Mingyang Zhou @MingyangKevinZh
133 Followers 241 Following Reseach Scientist @CapitalOne working on Financial LLM and Multi-modal AI Research
Zexing Xu @zexing_xu
60 Followers 536 Following Senior Scientist @ MSR, PH.D @ UIUC, Columbia Alumni
Jiaxin Huang @jiaxinhuang0229
549 Followers 92 Following Assistant professor @WUSTL CSE. LLM, NLP, ML, Data Mining. PhD from @IllinoisCS. Microsoft Research PhD Fellow.
Thao Nguyen @thaongu_
8 Followers 63 Following
🌴Muhao Chen🌴 @muhao_chen
3K Followers 630 Following 🐹Assistant Professor of Computer Science @UCDavis🐹 | 💙PhD @UCLAComSci 2019💛 | 🌴加州boy🌴 | 🎸@GALNERYUSOFFIC2#1🎧! |♛Collecting⌚♛
Aarohi Gupta @Aarohi_Gupta22
61 Followers 112 Following UIUC CS '24 | Interested in NLP and graph research | @huggingface enthusiast | Using SGD to calculate the life path that minimizes my loss
Prashant Jayannavar @p_jayannavar
114 Followers 391 Following PhD candidate @siebelschool @uiuc_nlp | NLP, Embodied AI, Dialog #NLProc | Previously @xdotai @ColumbiaCompSci @nitrourkela @iiscbangalore
Shizhe Diao @shizhediao
4K Followers 2K Following Research Scientist @NVIDIA focusing on efficient post-training of LLMs. Finetuning your own LLMs with LMFlow: https://t.co/UTykmQBwFr Views are my own.
Xulin Fan @FanXulin
3 Followers 2 Following
shi rle y @shirley65048581
2 Followers 6 Following
Rajarshi Haldar @RajarshiHaldar
19 Followers 29 Following
Yoonhwa Jung @yj_uiuc
2 Followers 1 Following
Siru Ouyang @Siru_Ouyang
1K Followers 956 Following CS PhD candidate @UofIllinois. Alumni @sjtu1896. Interned at @GoogleAI @TencentGlobal @MSFTResearch. LLMs, Agents, Reasoning
Minhao Jiang @minhaoj_uiuc
151 Followers 201 Following AI Scientist @ GE Healthcare, MSCS @ UIUC, DMG @ IllinoisCS
The Grainger College ... @uofigrainger
13K Followers 552 Following Leading global engineering education and research at the University of Illinois Urbana-Champaign
Anjali Narayan-Chen (... @anjalisaa
116 Followers 459 Following Applied Scientist @Amazon Alexa AI, PhD @IllinoisCS. I like NLP, conversational AI, cats, and video games.
Tanay Dixit @tanayd07
268 Followers 611 Following MSCS @IllinoisCDS, @SiebelScholars'25, @iitmadras fan, coffeeholic | prev @Adobe, @MSFTResearch
Zihan Wang - on RAGEN @wzihanw
23K Followers 613 Following PhD Student @NorthwesternU. Intern @yutori_ai. I study PhysiCS of LLM. Ex @deepseek_ai @uiuc_nlp @RUC. RAGEN | Chain-of-Experts | ESFT.
Kulbir Singh Ahluwali... @Kulbir_Singh_
268 Followers 2K Following CS PhD student, Research Areas: Natural language grounding, Robot learning, Field Robotics
Xin (Rodenza) Xu @XinXuNLPer
195 Followers 498 Following CSE Ph.D. @McAuleyLabUCSD, CS M.E. @ZJU_China Trustworthy NLP, Music AI
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104 Followers 120 Following
Chi Han @Glaciohound
766 Followers 262 Following CS PhD student at UIUC, interested in language models and their understanding.Trends for United States
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