Luhuan Wu @hlws_bot
PhD Student in Statistics at Columbia University Joined October 2021-
Tweets76
-
Followers84
-
Following374
-
Likes328
We have a fantastic lineup of speakers who have made deep contributions to open-source in ML, e.g. @sarahookr, @ChrisRackauckas, @SingularMattrix, @tri_dao, @BlancheMinerva, and Evan Shelhamer!
We have a fantastic lineup of speakers who have made deep contributions to open-source in ML, e.g. @sarahookr, @ChrisRackauckas, @SingularMattrix, @tri_dao, @BlancheMinerva, and Evan Shelhamer!
Scientific Knowledge Emerges in LLMs and YOU CAN Access It (via sampling)! 🔥🔥🔥New blog to summarize what we have learned from evaluating LLMs for several optimization, decision-making, and planning problems in science with truly impressive performances!
Make sure to get your tickets to #AABI2025 if you are in Singapore on April 29 (just after #ICLR2025) and interested in probabilistic ML, inference, and decision-making! Tickets (free but limited!): lu.ma/5syzr79m More info: approximateinference.org #ProbML #Bayes #UQ
#ICLR2025 Oral LLMs often struggle with reliable and consistent decisions under uncertainty 😵💫 — largely because they can't reliably estimate the probability of each choice. We propose BIRD 🐦, a framework that significantly enhances LLM decision making under uncertainty. BIRD…
Built a new ML library? Maintain a crucial project? Improved OSS practices? Your work deserves recognition! Submit your contributions to the CODEML workshop @ #ICML2025. We're championing open-source in ML. 💻✨ Deadline May 19. codeml-workshop.github.io/codeml2025/
If you know data live on a manifold, you can hardwire this prior knowledge in diffusion model to make generation more accurate & data efficient. What if there is also a group structure, like in protein design & quantum problem? Use it to do even better - itsdynamical.github.io/article/2025/0…
We are hiring a student researcher at Google DeepMind to work on fundamental problems in discrete generative modeling! Examples of our recent work: masked diffusion: arxiv.org/abs/2406.04329 learning-order AR: arxiv.org/abs/2503.05979 If you find this interesting, please send an…
RFdiffusion => generative binder design. RFdiffusion2 => generative enzyme design. It's rare to find scientists with deep knowledge in chemistry, machine learning, and software engineering like Woody. The complexity of enzymes matches the complexity of his skills. Check out RFD2
RFdiffusion => generative binder design. RFdiffusion2 => generative enzyme design. It's rare to find scientists with deep knowledge in chemistry, machine learning, and software engineering like Woody. The complexity of enzymes matches the complexity of his skills. Check out RFD2
Make sure to get your tickets to AABI if you are in Singapore on April 29 (just after #ICLR2025) and interested in probabilistic modeling, inference, and decision-making! Tickets (free but limited!): lu.ma/5syzr79m More info: approximateinference.org #ICLR2025 #ML
I'm happy to announce that v2 of my RL tutorial is now online. I added a new chapter on multi-agent RL, and improved the sections on 'RL as inference' and 'RL+LLMs' (although latter is still WIP), fixed some typos, etc. arxiv.org/abs/2412.05265…
🚀 Rising Star Workshops for Junior/Senior PhDs, and Postdocs! 🌟 Don't miss these career-boosting opportunities! notion.so/List-of-Rising… Please share with your peers, students, and anyone who might benefit! #PhD #Postdoc #Academia #RisingStars
🦋 Life update: I am joining the Dept. of ECE (@JHUECE) @JohnsHopkins as an Assistant Professor in Fall 2025! I will also be part of the Data Science and AI Institute (@HopkinsDSAI), advancing AI for healthcare and biomedicine. More info on my website: peirong26.github.io.
📢Join our next talk by Saif Syed: Scalable sampling of multi-modal distributions using sequential Monte Carlo samplers 🗓️ Mar 25 | 9:30am PT • 12:30pm ET • 4:30pm London 📍Zoom us06web.zoom.us/j/82032740738?… 🎬Youtube youtube.com/@MonteCarloSem… 📧Mailinglist groups.google.com/u/0/g/internat…
Excited to share our new paper on "Reversal Blessing" - where thinking BACKWARDS makes language models smarter on some multiple-choice questions! We found that right-to-left (R2L) models consistently outperform traditional left-to-right (L2R) models on certain reasoning tasks.🧵
Interested in learning about Kernel Discrepancies❓ Maximum Mean Discrepancy Hilbert-Schmidt Independence Criterion Kernel Stein Discrepancy 🧐 Don't know where to begin? 👀 Check out my Practical Introduction to Kernel Discrepancies: MMD, HSIC & KSD! arxiv.org/abs/2503.04820
We present InverseBench, a framework for benchmarking plug-and-play diffusion approaches for inverse problems in physical sciences. (#ICLR2025 Spotlight) PnP diffusion approaches are attractive for scientific inverse problems because they offer flexibility in incorporating…
What can swimming bacteria teach us about how the ocean’s layers mix? @PolymathicAI recently released two massive datasets for training artificial intelligence models to tackle problems across scientific disciplines, available on @huggingface. Learn more: simonsfoundation.org/2024/12/02/new……
A beautifully written paper extending the probability flow ODE used in modern diffusion models to infinite-dimensional spaces that tested to be more efficient on some PDEs! It is concise and builds up very well to the ideas, also introduces preliminaries for completeness
Excited to attend my first #ACSSpring2025 in San Diego next week! I’ll be sharing some of our latest work and can’t wait to meet everyone! If you’ll be there, let’s connect and chat about all things AI & Chemistry!
As one of the people who popularized the field of diffusion models, I am excited to share something that might be the “beginning of the end” of it. IMM has a single stable training stage, a single objective, and a single network — all are what make diffusion so popular today.
As one of the people who popularized the field of diffusion models, I am excited to share something that might be the “beginning of the end” of it. IMM has a single stable training stage, a single objective, and a single network — all are what make diffusion so popular today.
Yixin Wang @yixinwang_
692 Followers 5K Following
Guanyang Wang @GuanyangW
490 Followers 321 Following Assistant professor of statistics @RutgersU, former Ph.D of math @Stanford, undergrad of math @USTC.
Saber Darabi @SADarabi
306 Followers 8K Following
Rémi Surat @remsrt
1 Followers 129 Following
Seeuwer @Seeuwer8142031
67 Followers 3K Following
Ziwei Su @edwinsu96
115 Followers 704 Following PhD candidate @NU_IEMS | Middle Mile Science @Amazon | Stat learning, applied prob, ML theory | @FudanUniv & @LifeAtPurdue alumnus | Cantonese
Xin Kong @XinKong_IC
1K Followers 3K Following PhD candidate at Dyson Robot Vision Lab (@imperialcollege) | ex-Research Intern @GoogleARVR | World Model, GenAI, 3DV, Robotics
Qingping Zhou @qingping76531
1 Followers 233 Following
Duane Homenick @DuaneHomen61382
61 Followers 2K Following
Jitter Bug @8bitquantized
7 Followers 255 Following
Tony RuiKang OuYang @TonyRKOuYang
60 Followers 129 Following Incoming PhD @CambridgeMLG | Interested in probabilistic generative models, sampling methods, and AI4science | Lead-organiser @MolSS_Group
Savan @sawankr02
349 Followers 2K Following PhD-ing @iitdelhi | Probabilistic ML & Uncertainty Quantification | Exploring patterns in randomness
Anish Dhir @dhir_anish
148 Followers 353 Following PhD candidate in Machine Learning at @imperialcollege supervised by @markvanderwilk. Interested in causality and Bayesian machine learning.
Jiajun He @JiajunHe614
132 Followers 187 Following PhD student @CambridgeMLG | probabilistic inference; diffusion and generative models | Join our reading group @MolSS_Group
Fnu Suya ᠰᠥᠶᠦ... @suyafnu
585 Followers 1K Following Assistant Professor @EECS_UTK, PhD @CS_UVA. Focused on machine learning, security, and privacy. More at https://t.co/ZTNOPr69cL
Jonathan Wenger @JonathanWenger5
244 Followers 476 Following Postdoc @Columbia. PhD @uni_tue with @PhilippHennig5. I enjoy cycling.
Yuanqi Du @YuanqiD
4K Followers 791 Following Intern @Nvidia; Passionate researcher and community builder @AI_for_Science @LogConference; CS PhD @Cornell; Prev @AmlabUva, @MSFTResearch, @MSRNE
Barak Hirshberg 🎗�... @barak_hirshberg
2K Followers 1K Following #MolecularSimulations | Asst. Prof. @TelAvivUni 🇮🇱 | PD: Rothschild Fellow @GroupParrinello @ETH_en 🇨🇭 | PhD: Adams Fellow, w/Benny Gerber @HebrewU | #newPI
Yizhe Zhang @YizheZhangNLP
1K Followers 535 Following Research Scientist at Apple MLR | ex-researcher @ Microsoft Research, Meta AI | PhD @ Duke University
Bo Zhang @sirius55535775
11 Followers 79 Following PhD student in Tsinghua University | Protein Design
Andrew Campbell @AndrewC_ML
613 Followers 113 Following AI Scientist at Xaira Therapeutics. Previously PhD Student, Dept. Statistics University of Oxford
Peirong Liu @peirong26
398 Followers 157 Following Assistant Professor @JHUECE & @HopkinsDSAI | Ex @harvardmed & @unccs & @AIatMeta | AI for Healthcare, Computer Vision, Medical Imaging
Guanghan Wang @Guanghan__Wang
177 Followers 220 Following Second-year CS PhD student @Cornell @Cornell_Tech; Prev undergrad @Tsinghua_Uni; Working on diffusion language models. email: [email protected]
Renato Berlinghieri @renberlinghieri
252 Followers 222 Following PhD student @MITEECS, Summer Researcher @FlatironInst | AI4Science, Bayesian inference, generative models, optimal transport | @Unibocconi ‘21 🇮🇹
Peter Potaptchik @PPotaptchik
138 Followers 124 Following DPhil student at Oxford https://t.co/JH0l4u7wHv
Zhuoqi Zheng @Zhuoqi_Zheng
28 Followers 110 Following PhD student at Bioinfo @SJTU1896 | Interested in protein design
Ruqi Zhang @ruqi_zhang
915 Followers 370 Following Assistant Professor @PurdueCS | PhD @Cornell | Probabilistic machine learning, Trustworthy AI, Monte Carlo sampling
Wei Guo @WeiGuo01
231 Followers 750 Following ML PhD @ Georgia Tech (previously Math Undergrad @ PKU): Sampling (MCMC) / Diffusion Models / Generative AI / Machine Learning Theory
Jeremias Knoblauch @LauchLab
2K Followers 510 Following Associate Professor & EPSRC Fellow @ UCL. Post-Bayesian seminar series sign-up @ https://t.co/a0MyAQOh16 Research mission @ https://t.co/kNIjvCrGne
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)
Rob Brekelmans @brekelmaniac
791 Followers 337 Following postdoc @vectorinst, marketing for job (phd @usc_isi, intern @googledeepmind)
Jiequn Han @JiequnH
621 Followers 527 Following Research Scientist @FlatironCCM @SimonsFdn, PhD @Princeton PACM. Machine Learning for Scientific Computing since 2016. Opinions are my own.
Wei Deng @dwgreyman
373 Followers 517 Following Research Interests: Sequential Sampling and Diffusion Language Models
Will Townes @will_townes
2K Followers 2K Following Asst Prof @CMU_StatDS interested in infectious disease (@CMUDelphi), genomics, time series, and discrete stable distributions. https://t.co/DKllr8Ffzm
Aaron Schein @AaronSchein
2K Followers 1K Following Asst Prof @DSI_UChicago & Stats l Previously: postdoc @DataSciColumbia, PhD @manningcics | research on ML, applied stats, social science
Keyon Vafa @keyonV
5K Followers 826 Following Postdoctoral fellow at @Harvard_Data | Former computer science PhD with @Blei_Lab at @Columbia University | Researching AI + world models
Rundi Wu @ChrisWu6080
682 Followers 305 Following Research Scientist @GoogleDeepMind | prev CS PhD @Columbia
Elizabeth Wood 🧬�... @lizbwood
2K Followers 2K Following Founder and CEO at @JURA_bio. Copenhagen | NYC | Boston | Basel https://t.co/cgjeyYq1Fr
Shunzhi Wang @wang_shunzhi
906 Followers 701 Following @BWFund CASI fellow | Postdoc @UWproteindesign | @NUChemistry @CHADNANO alum | De novo protein design for programmable self-assembly
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
Julia Rogers, PhD @JuliaRuRogers
860 Followers 1K Following @BWF CASI Fellow @Columbia | 2022 @JCChildsFund Fellow | PhD @UCBerkeley | BS @TuftsUniversity | Systems biophysics via integrative ML- and physics-based models
Yunzhen Feng @feeelix_feng
428 Followers 666 Following PhD at CDS, NYU. Ex-Intern at GenAI, FAIR @AIatMeta. Previously undergrad at @PKU1898
Joey Bose @bose_joey
4K Followers 280 Following Assistant Professor @imperialcollege and @Mila_Quebec Affiliate member. Into Geometry ⋃ Generative Models ⋃ AI4Science. Ex-@UniofOxford, @Mila_Quebec, @UofT.
Guanyang Wang @GuanyangW
490 Followers 321 Following Assistant professor of statistics @RutgersU, former Ph.D of math @Stanford, undergrad of math @USTC.
Julius Berner @julberner
964 Followers 298 Following Research scientist @nvidia | postdoc @caltech | PhD @univienna | former research intern @MetaAI and @nvidia | views are my own
Lorenz Richter @lorenz_richter
373 Followers 169 Following Postdoc at @ZuseInstitute, founder of @dida_ML
BWFUND @BWFUND
7K Followers 3K Following Information and news account for BWF, a private #foundation that supports #biomedical research, career development for scientists, and #stem education in N.C.
Gatsby Computational ... @GatsbyUCL
6K Followers 173 Following We study mathematical principles of learning, perception & action in brains & machines. Funded by Gatsby Charitable Foundation. Also on bluesky & mastodon.
Aaron Havens @aaronjhavens
301 Followers 697 Following Postdoc @AIatMeta (FAIR NYC). Previously PhD at @ECEILLINOIS and @PreferredNet
hongtuzhu1 @hongtuzhu1
1K Followers 2K Following I have worked in medical imaging analysis，statistical learning，machine learning，genetic analysis，mathematical psychology，and AI in two-sided markets。
evo-devo @Xiaojie_Qiu
4K Followers 2K Following Assistant Prof. @ Stanford BASE, Genetics & Computer Science (courtesy). Lead the predictive genomics lab of ML & single cell/spatial genomics, focus on heart
Bo Wang @BoWang87
13K Followers 2K Following SVP and Head of Biomedical AI @Xaira_Thera; Associate Prof @UofT; Chief AI Officer @UHN; former PHD, CS @Stanford; opinions my own. #AI #healthcare #biology
Samuel Stanton @samuel_stanton_
2K Followers 945 Following building Coefficient Bio | prev. @PrescientDesign @Genentech | @NYUDataScience PhD | developing AI agents for scientific discovery in biotech
Adrian Roitberg 🏳�... @adrian_roitberg
5K Followers 873 Following Tries to pass as a computational chemist. Bostero fanatic. He/Him. Comments are my own and do not reflect my institution.
Pilar Cossio @PilarCossio2
704 Followers 204 Following
MIT NLP @nlp_mit
4K Followers 52 Following NLP Group at @MIT_CSAIL! PIs: @yoonrkim @jacobandreas @lateinteraction @pliang279 @david_sontag, Jim Glass, @roger_p_levy
Saining Xie @sainingxie
23K Followers 1K Following researcher in #deeplearning #computervision | assistant prof at @nyu_courant | rs @googledeepmind | past: rs @meta (FAIR) @ucsandiego | ynwa
Henry Mattingly @HenryHMattingly
177 Followers 213 Following Biophysics, information processing, collective behaviors. Associate research scientist at @FlatironInst. @HenryHMattingly.bsky.social. Views are my own.
Emiel Hoogeboom @emiel_hoogeboom
3K Followers 178 Following Research Scientist at Google Deepmind. Previous PhD with @wellingmax at the Univ. of Amsterdam, Research intern at Qualcomm AI Research and Google Brain.
Barak Hirshberg 🎗�... @barak_hirshberg
2K Followers 1K Following #MolecularSimulations | Asst. Prof. @TelAvivUni 🇮🇱 | PD: Rothschild Fellow @GroupParrinello @ETH_en 🇨🇭 | PhD: Adams Fellow, w/Benny Gerber @HebrewU | #newPI
Laixi Shi @ShiLaixi
419 Followers 242 Following RL with uncertainty foundation; Assistant Professor in JHU ECE&DSAI @JohnsHopkins; Postdoc in @Caltech; Ph.D. in CMU (@CMU_ECE); BEng in Tsinghua @Tsinghua_Uni
Anqi (Angie) Liu @anqi_liu33
2K Followers 464 Following Assistant Professor at CS Department of Johns Hopkins University @JHUCompSci
Max Welling @wellingmax
39K Followers 472 Following
Sheng Liu @ShengLiu_
496 Followers 176 Following PostDoc @stanford Ph.D. @nyuniversity @NYUDataScience. | 🤖 #DeepLearning x 💊#Healthcare | 👦🏻 he/him/his
Chaofei @FanChaofei
332 Followers 512 Following Stanford PhD Student | Advancing Brain-Computer Interfaces 🧠 | Decoding the Language of Thoughts 💭
James Thornton @JamesTThorn
1K Followers 510 Following Research Scientist at @GoogleDeepMind | Stat ML PhD Oxford @oxcsml Diffusions, flow, transport at scale Views my own
Chenru Duan @chenru_duan
1K Followers 502 Following Founder& CTO @DeepPrinciple; ex-Microsoft | Ph.D. @KulikGroup @MITChemistry | #AI4Science workshop organizer.
Johns Hopkins Univers... @JohnsHopkins
240K Followers 4K Following America’s first research university. Leading discovery and sharing knowledge to better the world since 1876.
Eero Simoncelli @EeroSimoncelli
2K Followers 150 Following Professor at NYU; Scientific Director, Ctr for Computational Neurocience, Flatiron Institute. Research in Computational Vision (neurons, perception, machines).
Simons Institute for ... @SimonsInstitute
9K Followers 311 Following The world's leading venue for collaborative research in theoretical computer science. Follow us at https://t.co/KvcuGI7WM0.
yingzhen @liyzhen2
4K Followers 159 Following teaching machines🤖 to learn🔍 and fantasize🪄 now 🇬🇧@ImperialCollege @ICComputing ex @MSFTResearch @CambridgeMLG helping @aistats_conf 24-26
Sharon Y. Li @SharonYixuanLi
11K Followers 807 Following Prof @WisconsinCS. Making AI reliable for the open world.
Andrea Montanari @Andrea__M
8K Followers 283 Following Professor, Statistics and Mathematics, Stanford University. (Opinions are my own)
Quanta Magazine @QuantaMagazine
349K Followers 618 Following Illuminating math and science. Supported by @SimonsFdn. 2022 Pulitzer Prize in Explanatory Reporting.
Jameel Jaffer @JameelJaffer
31K Followers 2K Following Director, @knightcolumbia. Editor, @just_security. Formerly @ACLU. This is my personal account. Also: @jameeljaffer.bsky.social & @[email protected].
Prem Thakker @prem_thakker
81K Followers 2K Following reporter @zeteo_news | send your tips and tidings to [email protected] | signal: premthakker.35
Amnesty International @amnesty
2.1M Followers 4K Following We defend human rights around the world. Let's get to work!
Guanghan Wang @Guanghan__Wang
177 Followers 220 Following Second-year CS PhD student @Cornell @Cornell_Tech; Prev undergrad @Tsinghua_Uni; Working on diffusion language models. email: [email protected]
Simons Foundation @SimonsFdn
21K Followers 323 Following Advancing the frontiers of basic science through grantmaking, research and public engagement. Sign up for our newsletter: https://t.co/s7KhKAFrjE
Broad Institute @broadinstitute
99K Followers 4K Following A multidisciplinary community of researchers on a mission to improve human health.
Conference on Languag... @COLM_conf
5K Followers 6 Following https://t.co/GhGCMEoHU8 Conference: October 7, 2025
Peirong Liu @peirong26
398 Followers 157 Following Assistant Professor @JHUECE & @HopkinsDSAI | Ex @harvardmed & @unccs & @AIatMeta | AI for Healthcare, Computer Vision, Medical Imaging
Bonnie Berger Lab @lab_berger
2K Followers 24 Following The Berger lab at @MIT_CSAIL works on a diverse set of problems in computational biology. Account run by lab members. Also @bergerlab.bsky.social.
Davis Brown @davisbrownr
452 Followers 974 Following Research in science of {AI security, safety, DL}. PhD student at UPenn & RS at @PNNLab
David Pfau @pfau
29K Followers 2K Following Knowledge manifests itself in radiant dreams that shimmer like the wild sun Views are my own https://t.co/xqtVHHVI17 on 🦋
Renato Berlinghieri @renberlinghieri
252 Followers 222 Following PhD student @MITEECS, Summer Researcher @FlatironInst | AI4Science, Bayesian inference, generative models, optimal transport | @Unibocconi ‘21 🇮🇹
Andrew Campbell @AndrewC_ML
613 Followers 113 Following AI Scientist at Xaira Therapeutics. Previously PhD Student, Dept. Statistics University of Oxford
NYU Courant @NYU_Courant
2K Followers 408 Following Courant Institute of Mathematical Sciences, home of @NYUniversity's Math and Computer Science departments. https://t.co/rlQfyJ0l9lTrends for United States
You might like
