Sep 18, 2025 | Our paper HPR-LP: An implementation of an HPR method for solving linear programming has been accepted for publication at Mathematical Programming Computation! The open source solver can be found at Github. |
Sep 10, 2025 | Our survey paper A Survey on Large Language Model-based Agents for Statistics and Data Science has been accepted for publication at The American Statistician! |
Jul 04, 2025 | Our new manuscript HPR-QP has been posted on arXiv. Please find the open source HPR-QP solver at our Github repository! |
Jun 28, 2025 | Our paper “Randomly Projected Convex Clustering Model: Motivation, Realization, and Cluster Recovery Guarantees” has been accepted for publication at Journal of Machine Learning Research! |
May 18, 2025 | Our paper LAMBDA: A Large Model Based Data Agent has been accepted for publication at Journal of the American Statistical Association! |
Apr 16, 2025 | Our paper HOT: An efficient Halpern accelerating algorithm for optimal transport problems has been accepted for publication at IEEE Transactions on Pattern Analysis and Machine Intelligence! Open source code can be found at Github. |
Mar 19, 2025 | Our paper Adaptive sieving: A dimension reduction technique for sparse optimization problems has been accepted for publication at Mathematical Programming Computation! |
Feb 24, 2025 | Our paper Accelerating Preconditioned ADMM via Degenerate Proximal Point Mappings has been accepted for publication at SIAM Journal on Optimization! |
Jan 28, 2025 | We have released a Python package PyClustrPath for solving the convex clustering model with GPU acceleration. User feedbacks and suggestions are warmly welcome! |
Jan 23, 2025 | Two papers are accepted to ICLR 2025! |
Jan 15, 2025 | Our new paper EPR has been posted on arXiv, comments are welcome. |
Dec 23, 2024 | Our survey on LLM based agents for statistics and data science has been posted on arXiv, comments are welcome. |
Dec 06, 2024 | Our new works LLMEraser and Whole-body Talking Avatar are posted on arXiv, comments are welcome. |
Aug 23, 2024 | Our new work HPR-LP is posted on arXiv, comments are welcome. |
Aug 02, 2024 | Our new works HOT and ASRC are posted on arXiv, comments are welcome. |
Jul 26, 2024 | Our new work LAMBDA is posted on arXiv, comments are welcome. |
May 16, 2024 | One paper is accepted to ACL 2024! |
May 02, 2024 | One paper is accepted to ICML 2024! |
Apr 28, 2024 | A new personal page is online! |