| 2026 | ACL | TeachMaster: Generative Teaching via Code. | Yuheng Wang, Runde Yang, Lin Wu, Jie Zhang, Jingru Fan, Tianle Zhou, Ruoyu Fu, Huatao Li, Ruijie Shi, Siheng Chen, Weinan E, Chen Qian |
| 2025 | ACL | PaSa: An LLM Agent for Comprehensive Academic Paper Search. | Yichen He, Guanhua Huang, Peiyuan Feng, Yuan Lin, Yuchen Zhang, Hang Li, Weinan E |
| 2025 | ICML | The Sharpness Disparity Principle in Transformers for Accelerating Language Model Pre-Training. | Jinbo Wang, Mingze Wang, Zhanpeng Zhou, Junchi Yan, Weinan E, Lei Wu |
| 2023 | EMNLP | An Iteratively Parallel Generation Method with the Pre-Filling Strategy for Document-level Event Extraction. | Guanhua Huang, Runxin Xu, Ying Zeng, Jiaze Chen, Zhouwang Yang, Weinan E |
| 2021 | ICLR | On the Curse of Memory in Recurrent Neural Networks: Approximation and Optimization Analysis. | Zhong Li, Jiequn Han, Weinan E, Qianxiao Li |
| 2020 | ICASSP | A Priori Estimates of the Generalization Error for Autoencoders. | Zehao Don, Weinan E, Chao Ma |
| 2020 | SC | Pushing the limit of molecular dynamics with | Weile Jia, Han Wang, Mohan Chen, Denghui Lu, Lin Lin, Roberto Car, Weinan E, Linfeng Zhang |
| 2017 | ICML | Stochastic Modified Equations and Adaptive Stochastic Gradient Algorithms. | Qianxiao Li, Cheng Tai, Weinan E |
| 2017 | SIGIR | Joint Learning of Response Ranking and Next Utterance Suggestion in Human-Computer Conversation System. | Rui Yan, Dongyan Zhao, Weinan E |
| 2014 | CISS | Fire sale in financial networks. | Haoshu Tian, Weinan E |
| 2011 | WSC | Failure of random materials: a large deviation and computational study. | Jingchen Liu, Rohit Patra, Xiang Zhou, Weinan E |