Benjie Wang @benjiewang_cs
Postdoc at UCLA StarAI Lab @UCLAComSci Joined November 2019-
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“That’s one small [MASK] for [MASK], a giant [MASK] for mankind.” – [MASK] Armstrong Can autoregressive models predict the next [MASK]? It turns out yes, and quite easily… Introducing MARIA (Masked and Autoregressive Infilling Architecture) arxiv.org/abs/2502.06901
So excited to present Ctrl-G **Adaptable Logical Control for Large Language Models** TODAY at #NeurIPS2024 West Ballroom 4:30 - 7:30 pm. Ctrl-G is THE solution to LLM fill-in-the-middle generation, numerical planning and structured output. Stop by to discuss more!
So excited to present Ctrl-G **Adaptable Logical Control for Large Language Models** TODAY at #NeurIPS2024 West Ballroom 4:30 - 7:30 pm. Ctrl-G is THE solution to LLM fill-in-the-middle generation, numerical planning and structured output. Stop by to discuss more!
📢 I’m recruiting PhD students @CS_UVA for Fall 2025! 🎯 Neurosymbolic AI, probabilistic ML, trustworthiness, AI for science. See my website for more details: zzeng.me 📬 If you're interested, apply and mention my name in your application: engineering.virginia.edu/department/com…
🚨 Exciting Opportunity! 🚨 I’m looking for PhD students to join my team @imperialeee and @ImperialX_AI! 🌍🔍 Research Topic: Neuro-symbolic AI with a focus on making AI safer. 💡🤖 Full scholarships available! 🎓💰 Interested? Email me at: [email protected] [1/2]
Excited to share our work on LLM tokenization, led by the awesome @renatogeh. We find significant boosts in downstream performance, by probabilistically interpreting the space of tokenizations of a text. A bit of probabilistic reasoning goes a long way!
Excited to share our work on LLM tokenization, led by the awesome @renatogeh. We find significant boosts in downstream performance, by probabilistically interpreting the space of tokenizations of a text. A bit of probabilistic reasoning goes a long way!
Super cool work on discretizing probability distributions with *exponential* gains in succinctness! Recommended reading for probabilistic inference folks
Super cool work on discretizing probability distributions with *exponential* gains in succinctness! Recommended reading for probabilistic inference folks
We will organize a "Causality for LLMs" Tutorial #NeurIPS2024 @NeurIPSConf. Happy to contribute to our community an intro of meaningful topics in Causal LLMs. And super excited for our panel w/ Yoshua, @bschoelkopf @LukeZettlemoyer @_jasonwei @Swarooprm7 @tom4everitt. Stay tuned!

Alex Gu @minimario1729
4K Followers 2K Following intern @ meta, mit phd student (on job market!), llm for math+code / prev nvidia, aws, jane street / enjoys 🎹✈️⛷️⛵
Mario Giulianelli @glnmario
977 Followers 950 Following Associate Professor @ucl | Language and AI Science | Previously senior research scientist @AISafetyInst, postdoc @ETH_en, PhD @illc_amsterdam
Teetaj Pavaritpong @TeetajP
35 Followers 1K Following Software Engineer | AI/ML | UIUC ‘24 B.S. in Statistics & Computer Science @SiebelSchool
Buba @Buba29288053
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Sandra Elizabeth @Sandramatt50072
769 Followers 7K Following
Han Zhao @hanzhao_ml
3K Followers 1K Following Assistant Professor @siebelschool; Amazon scholar; Ph.D. @mldcmu; work on trustworthy machine learning and AI.
Yingheng Wang @yingheng_wang
837 Followers 393 Following CS PhD @Cornell @CUAISci | Intern @awscloud @MSFTResearch | Prev @JohnsHopkins, @Tsinghua_Uni | ML & AI4Science
Rohith Peddi @rohithpeddi7
46 Followers 384 Following AI/ML Intern @ LinkedIn | CS PhD @ UTD | Louis Beecherl Jr. Fellow | IIT KGP
Yihao Xue @xue_yihao65785
443 Followers 509 Following PhD @UCLA | LLM Reasoning · Safety · Robustness · Multimodal & Self-Supervised Learning | OpenAI Fellow | @GoogleResearch | Prev: @MITIBMLab · @Cisco Research
Parjanya Prashant @parjanyapp
9 Followers 234 Following Incoming PhD at @UCSanDiego | BTech @iitdelhi
Su @BilgeSuuuu
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Thurthore @ThurthorePmKHi
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Md Musfiqur Rahman @musfiq_shohan
231 Followers 351 Following Ph.D. Student and Research Assistant at @PurdueECE. Interested in Causality and Machine Learning. From 🇧🇩.
Gustavo De Mari Perei... @guhdemari
471 Followers 5K Following machine learning, data science, software engineering
Andrei Manolache (ama... @andreimano2
417 Followers 620 Following PhD student at @Uni_Stuttgart @MPI_IS @ELLISforEurope | ML Researcher at @Bitdefender | https://t.co/ljYnqFqJgZ | amanolache on the Butterfly app
Raj Gupta @the_perceptron
148 Followers 2K Following Founding Lead AI R&D || Healthcare AI Agent R&D — Hospitals & Medical Tourism (for EU and Middle East)
Lena Zellinger @lena_zellinger
34 Followers 249 Following ELLIS PhD student at the University of Edinburgh
wilam yang @wilambatch
87 Followers 2K Following
Tim @philosotim
31 Followers 141 Following researching causal and interactive AI at AIML Lab @CS_TUDarmstadt | also interested in philosophy, logic, physics and vegan baking
Stefan Webb @stefan_webb
476 Followers 370 Following Lead Developer Relations Engineer | Building Developer Communities for a More Open and Collaborative AI
Neeraj Wagh @neeraj_wagh
591 Followers 6K Following Representation learning for EEG signals. Bioengineering PhD student @BIOENGatIL. MS in Statistics @illinois_alma. Computer Engineer.
Renato Lui Geh @renatogeh
37 Followers 12 Following PhD student at University of California, Los Angeles.
Ryan Tjoa @ryantjoa
34 Followers 135 Following
rui gao @ruigao566463
50 Followers 5K Following
Basak Kocaoglu @Basak__k
354 Followers 955 Following theoretical computer science @kingsNMES @ICComputing | ex- computational neuroscientist | ex- mathematical philosopher.
Sam Power @sp_monte_carlo
19K Followers 7K Following Lecturer in Maths & Stats at Bristol. Interested in probabilistic + numerical computation, statistical modelling + inference. @OnlineMCSeminar. (he / him)
Jaron Maene @jjcmoon
110 Followers 301 Following PhD Machine Learning @KU_Leuven | #neurosymbolic learning & #probabilistic reasoning
Bennet Wittelsbach @bennet_wi
104 Followers 304 Following CS @TUDarmstadt. ProbML for Healthcare @Crdsio. I like probabilistic circuits
Anji Liu @liu_anji
271 Followers 126 Following Assistant Professor (Presidential Young Professor, PYP) at the National University of Singapore (NUS).
Conor Power @conor_power23
2K Followers 699 Following PhD student @BerkeleySky + https://t.co/jDsPgbj1nT. Former senior SWE on Microsoft Cosmos. Databases 🐘 and distributed systems 🕰️ with some theory 🧮 thrown in.
Jiaqi Zhang @JiaqiZhangVic
396 Followers 149 Following PhD @MIT and @BroadInstitute. Works on Causality, Experimental Design, AI & Genomics. Previously @PKU1898.
Siyan Zhao @siyan_zhao
3K Followers 718 Following CS PhD student @UCLA | Bachelors @UofT EngSci | LLMs, generative models, decision-making
zhongbin @zhongbin_zb
6 Followers 53 Following
Divyat Mahajan @divyat09
612 Followers 852 Following Ph.D. Student @Mila_Quebec | Visiting Researcher @AIatMeta | Causality, Trustworthy ML | Former: @MSFTResearch @IITKanpur
Marshal Sinaga @ArijonaMarshal
132 Followers 5K Following Doctoral researcher at Aalto University / FCAI
Liunian Harold Li @LiLiunian
848 Followers 472 Following
Vaibhav Raj @vrcoder045
47 Followers 1K Following Comp. Sci. Senior at IIT Bombay, upcoming SWE, ML enthusiast
Freddie Bickford Smit... @fbickfordsmith
461 Followers 856 Following ML PhD at Oxford with @tom_rainforth @adamefoster. Previously at UCL with @profdata @bdroads @egrefen.
Jieyu Zhao @jieyuzhao11
3K Followers 824 Following Assistant Prof. @CSatUSC, @USC || Postdoc @ClipUMD || PhD from @UCLANLP, @UCLA. #NLP, #ML, #TrustworthyNLP
Gwen Yidou-Weng @yidouweng
7 Followers 17 Following CS PhD student @UCLA | Comp Bio @NUSingapore Probabilistic Circuits | Controlled Generation
Alex Gu @minimario1729
4K Followers 2K Following intern @ meta, mit phd student (on job market!), llm for math+code / prev nvidia, aws, jane street / enjoys 🎹✈️⛷️⛵
Mario Giulianelli @glnmario
977 Followers 950 Following Associate Professor @ucl | Language and AI Science | Previously senior research scientist @AISafetyInst, postdoc @ETH_en, PhD @illc_amsterdam
Laurence Aitchison @laurence_ai
1K Followers 545 Following LLMs and probabilistic machine learning. University of Bristol
Han Zhao @hanzhao_ml
3K Followers 1K Following Assistant Professor @siebelschool; Amazon scholar; Ph.D. @mldcmu; work on trustworthy machine learning and AI.
Yingheng Wang @yingheng_wang
837 Followers 393 Following CS PhD @Cornell @CUAISci | Intern @awscloud @MSFTResearch | Prev @JohnsHopkins, @Tsinghua_Uni | ML & AI4Science
Rohith Peddi @rohithpeddi7
46 Followers 384 Following AI/ML Intern @ LinkedIn | CS PhD @ UTD | Louis Beecherl Jr. Fellow | IIT KGP
Yihao Xue @xue_yihao65785
443 Followers 509 Following PhD @UCLA | LLM Reasoning · Safety · Robustness · Multimodal & Self-Supervised Learning | OpenAI Fellow | @GoogleResearch | Prev: @MITIBMLab · @Cisco Research
Parjanya Prashant @parjanyapp
9 Followers 234 Following Incoming PhD at @UCSanDiego | BTech @iitdelhi
Tristan Deleu @TristanDeleu
1K Followers 333 Following Senior ML Researcher @entalpic_ai - Probabilistic modeling, Causal discovery - Previously: PhD @Mila_Quebec, @snips, @ENS_ParisSaclay
Yunyi Shen/申云逸 ... @ShenRaphael
2K Followers 246 Following I do random statistics stuff at @MIT EECS, little bit diffusion, little bit LLM. Once UW-Madison and PKU. Take wildlife photos. Opinions are mine.
Thomas Kipf @tkipf
28K Followers 1K Following Research at @GoogleDeepMind. Controllable World Simulators (GNNs, Structured World Models, Neural Assets). Veo Team (Ingredients to Video Co-Lead)
Md Musfiqur Rahman @musfiq_shohan
231 Followers 351 Following Ph.D. Student and Research Assistant at @PurdueECE. Interested in Causality and Machine Learning. From 🇧🇩.
Dhanya Sridhar @dhanya_sridhar
2K Followers 495 Following Assistant professor @UMontrealDIRO and @Mila_Quebec and Canada CIFAR AI Chair. Causality and machine learning.
Kristian Kersting @kerstingAIML
6K Followers 2K Following AI Prof @TUDarmstadt, Founding Co-Dir. @Hessian_AI, @DFKI, AAAI/EurAI/ELLIS Fellow, AAAI24 Ass. PC CoChair, Invest. @Aleph__Alpha, Fmr. AI Column @WELTAMSONNTAG
Stephan Mandt @ AISTA... @StephanMandt
3K Followers 607 Following AI Professor @UCIrvine | Formerly @blei_lab, @Princeton | #GenAI, #Compression, #AI4Science | General Chair @aistats_conf 2025 | AI Resident @ChanZuckerberg
Andrei Manolache (ama... @andreimano2
417 Followers 620 Following PhD student at @Uni_Stuttgart @MPI_IS @ELLISforEurope | ML Researcher at @Bitdefender | https://t.co/ljYnqFqJgZ | amanolache on the Butterfly app
UAI 2025 @UncertaintyInAI
3K Followers 36 Following Association for Uncertainty in AI. Upcoming conference: #uai2025 July 21-25th in Rio de Janeiro, Brazil! We are also here: https://t.co/Ptg22I16xe
Violet Peng @VioletNPeng
7K Followers 514 Following Associated Professor@UCLA-CS. Research NLP, AI creativity, controllable generation, model evaluation, computational journalism, event. (she/her/hers)
Jakub Tomczak @jmtomczak
9K Followers 948 Following Group Leader & Principal Scientist | @ChanZuckerberg | @TUeindhoven | @natinlab1 | Before: @Qualcomm @VUamsterdam @UvA_Amsterdam (@wellingmax) | Opinions my own
Patrick Kidger @PatrickKidger
11K Followers 213 Following I do SciML + open source! 🧪ML+proteins@ https://t.co/04dWAWzCyl 📚Neural ODEs: https://t.co/ODOKWjub5k 🤖JAX ecosystem: https://t.co/8kXzaG9XVf 🧑💻Prev. Google, Oxford
typedfemale @typedfemale
38K Followers 534 Following a really exciting new account "advanced pytorch user" - @cHHillee alt: @typedalt
Rose Yu @yuqirose
9K Followers 575 Following Machine Learning Prof @UCSanDiego, Scholar @amazon, Previously @google, @Northeastern, @Caltech, @USC, #Physics-Guided #AI, MIT TR-35 Innovator.
Renato Lui Geh @renatogeh
37 Followers 12 Following PhD student at University of California, Los Angeles.
Sam Power @sp_monte_carlo
19K Followers 7K Following Lecturer in Maths & Stats at Bristol. Interested in probabilistic + numerical computation, statistical modelling + inference. @OnlineMCSeminar. (he / him)
Prob_AI Research Hub @ProbAIHub
130 Followers 78 Following The ProbAI Hub is a research hub funded by the EPSRC to develop better understanding of and new methods in AI.
yingzhen @liyzhen2
4K Followers 159 Following teaching machines🤖 to learn🔍 and fantasize🪄 now 🇬🇧@ImperialCollege @ICComputing ex @MSFTResearch @CambridgeMLG helping @aistats_conf 24-26
Anji Liu @liu_anji
271 Followers 126 Following Assistant Professor (Presidential Young Professor, PYP) at the National University of Singapore (NUS).
Conor Power @conor_power23
2K Followers 699 Following PhD student @BerkeleySky + https://t.co/jDsPgbj1nT. Former senior SWE on Microsoft Cosmos. Databases 🐘 and distributed systems 🕰️ with some theory 🧮 thrown in.
Jiaqi Zhang @JiaqiZhangVic
396 Followers 149 Following PhD @MIT and @BroadInstitute. Works on Causality, Experimental Design, AI & Genomics. Previously @PKU1898.
ICLR 2026 @iclr_conf
52K Followers 53 Following International Conference on Learning Representations #ICLR2026. SPC is @BharathHarihar3 and GC is @cvondrick
Siyan Zhao @siyan_zhao
3K Followers 718 Following CS PhD student @UCLA | Bachelors @UofT EngSci | LLMs, generative models, decision-making
Kai-Wei Chang @kaiwei_chang
8K Followers 713 Following Associate Professor @UCLAengineering/@UCLA. Area: #NLProc/#ML/#AI https://t.co/zj1ssZj9ox
CLeaR-Conference on C... @Conf_CLeaR
2K Followers 184 Following 4th conference on Causal Learning and Reasoning (CLeaR) May 7-9 2025, Lausanne, Switzerland Contact: [email protected]
Divyat Mahajan @divyat09
612 Followers 852 Following Ph.D. Student @Mila_Quebec | Visiting Researcher @AIatMeta | Causality, Trustworthy ML | Former: @MSFTResearch @IITKanpur
Liunian Harold Li @LiLiunian
848 Followers 472 Following
Bruno Ribeiro @brunofmr
2K Followers 273 Following Associate Professor of Computer Science @Purdue, interested in graphs, invariances, causality, and OOD robustness in ML
Freddie Bickford Smit... @fbickfordsmith
461 Followers 856 Following ML PhD at Oxford with @tom_rainforth @adamefoster. Previously at UCL with @profdata @bdroads @egrefen.
Berk Ustun @berkustun
3K Followers 964 Following Assistant Prof @UCSD. I work on safety, interpretability, and personalization in ML. Previously @GoogleAI @Harvard @MIT @UCBerkeley🇨🇭🇹🇷
Harsh Parikh @parikh_harsh_
458 Followers 2K Following Causal Inference | Machine Learning (Incoming) Asst. Prof at @Yale @YaleSPH Postdoc at @JohnsHopkinsSPH @jhubiostat PhD @DukeU @dukecompsci BTech @iitdelhi