Ming Yin
Welcome to my homepage!
304 Friend Center
my0049@princeton.edu
Postdoctoral Associate at Princeton ECE (Hosted by Dr. Mengdi Wang)
Ph.D., UC Santa Barbara, Department of Computer Science
Ph.D., UC Santa Barbara, Department of Statistics and Applied Probability
I have also spent time at Amazon AWS AI Research & Education during the summers. Prior to my graduate study, I got my B.S. from Applied Math at University of Science and Technology of China (USTC).
The primary goal of the webpage is to share my thoughts and summarize the ideas of my research and some topics I am interested in. Please check the Blog
page! For the list of papers, go to Publications page.
In my spare time, I enjoy doing sports (mostly basketball and soccer), traveling, and going on hikes with friends and family. Besides, I like listening to classical music and playing piano (just a little bit).
News
Apr 9, 2024 | Two papers accepted to (ISIT24) IEEE International Symposium on Information Theory! |
---|---|
Mar 20, 2024 | '’General Function Approximation in Nonstationary RL’’ accepted to IEEE Journal of JSAIT! |
Feb 28, 2024 | Multimodal Understanding Benchmark MMMU has been accepted as CVPR-24 Oral (top 3.3%)! |
Feb 12, 2024 | Happy to review for the first Conference on Language Modeling. |
Dec 1, 2023 | Releasing MMMU, a Massive Multimodal Understand&Reasoning Benchmark for Expert AGI! |
Oct 7, 2023 | Invited review for Journal of ASA and Conference on Learning Theory [COLT-24]. |
Oct 7, 2023 | TheoremQA accepted to EMNLP-23 main |
Sep 21, 2023 | Posterior Sampling with Delayed Feedback RL accpeted to NeurIPS-23 |
Sep 11, 2023 | Invited to join Young Researchers Workshop at Cornell University Oct 1 - Oct 3. |
Aug 10, 2023 | Happy to be part of the PC for MATH-AI WS, AI4science WS and review for EMNLP23, ICLR24. |
Jul 1, 2023 | Invited review for Machine Learning by Springer. |
Jun 2, 2023 | Excited to release TheoremQA to eval LLMs’ capabilities in Math, Physics, EE&CS and Finance! |
Jun 1, 2023 | Happy to serve for IL with Implicit Human Feedback Workshop @ ICML-23 as part of the PC. |
May 16, 2023 | Invited for a community committee choice session talk at 2023 Informs Annual Meeting. |
May 16, 2023 | Invited to join the Review Board for ACM/IMS Journal of Data Science (3-year appointment). |
May 15, 2023 | Happy to serve for the Neural Compression Workshop @ ICML-23 as part of the PC. |
May 8, 2023 | The new non-uniform misspecified linear bandit paper accepted to UAI-23! |
Apr 24, 2023 | Two papers accepted to icml 2023! |
Feb 27, 2023 | Happy to serve as an Area Chair for NeurIPS-23. |
Feb 15, 2023 | Excited to receive Graduation Day Award at ITA-23 Thanks for recognizing my work! |
Jan 22, 2023 | Parametric Differentiable Offline RL paper accpted to ICLR-23! |
Jan 20, 2023 | I will participate in the ITA2023 in SD! Looking forward to meeting old and new friends! |
Jan 18, 2023 | Happy to be a reviewer for ICML-2023, UAI-2023. |
Nov 21, 2022 | Instance-dependent Offline RL paper accpted to AAAI-23! Congrats to my JHU coauthors |
Sep 16, 2022 | Had a wonderful summer at AWS AI with Rasool Fakoor (and also Alex Smola) |
Aug 29, 2022 | Happy to be part of the PC for the 3rd (Launchpad) Offline RL Workshop at NeurIPS 2022. |
Aug 16, 2022 | Happy to be a reviewer for ICLR-2023, AAAI-23 and AISTATS-23. |
May 15, 2022 | Low-switching RL paper accepted to ICML22 and Offline SSP paper accepted to UAI22! |
Mar 31, 2022 | Find this thought-provoking blog by John Schulman! Great attitude!! |
Mar 30, 2022 | Happy to be a reviewer for NeurIPS-2022. |
Feb 13, 2022 | Happy to review for the new venue Transactions on Machine Learning Research (TMLR)! |
Jan 21, 2022 | Optimal Offline Linear Representation RL paper accepted to ICLR-2022! |
Dec 19, 2021 | Happy to be a reviewer for ICML-2022. |
Sep 29, 2021 | Three papers accepted to neurips 2021! |
Aug 20, 2021 | I participate in the 2nd Offline DeepRL workshop (NeurIPS 21) as part of the PC. |
Jul 12, 2021 | Happy to be a reviewer for ICLR-2022, AISTATS-2022. |
Jun 25, 2021 | There is a new blog to explain the new Optimal Uniform OPE paper! |
May 13, 2021 | I participate in the RL theory workshop (ICML 21) as part of the PC. |
Apr 5, 2021 | Happy to be a reviewer for NeurIPS-2021. |
Jan 28, 2021 | Oral acceptance of Uniform OPE paper to AISTATS-2021! |
Selected publications
- CVPR Oral PresentationMMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGIThe IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
- NeurIPSPosterior Sampling with Delayed Feedback for Reinforcement Learning with Linear Function ApproximationAdvances in Neural Information Processing Systems, 2023
- EMNLPTheoremQA: A Theorem-driven Question Answering datasetConference on Empirical Methods in Natural Language Processing, 2023