| 2025 | ICML | Adaptive Self-improvement LLM Agentic System for ML Library Development. | Genghan Zhang, Weixin Liang, Olivia Hsu, Kunle Olukotun |
| 2024 | ICLR | Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on HuggingFace. | Xinyu Yang, Weixin Liang, James Zou |
| 2024 | ICML | Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews. | Weixin Liang, Zachary Izzo, Yaohui Zhang, Haley Lepp, Hancheng Cao, Xuandong Zhao, Lingjiao Chen, Haotian Ye, Sheng Liu, Zhi Huang, Daniel A. McFarland, James Y. Zou |
| 2024 | SMC | A Deep Reinforcement Learning Approach to Optimize Closing Down a Single-Arm Cluster Tool. | Weixin Liang, Qinghua Zhu, ZongRu Li, Jiantie Zhou, Yan Hou |
| 2023 | ICML | Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations. | Weixin Liang, Yining Mao, Yongchan Kwon, Xinyu Yang, James Zou |
| 2022 | EMNLP | SEAL: Interactive Tool for Systematic Error Analysis and Labeling. | Nazneen Rajani, Weixin Liang, Lingjiao Chen, Margaret Mitchell, James Zou |
| 2022 | ICLR | MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts. | Weixin Liang, James Zou |
| 2022 | ICML | Improving Out-of-Distribution Robustness via Selective Augmentation. | Huaxiu Yao, Yu Wang, Sai Li, Linjun Zhang, Weixin Liang, James Zou, Chelsea Finn |
| 2021 | ACL | HERALD: An Annotation Efficient Method to Detect User Disengagement in Social Conversations. | Weixin Liang, Kaihui Liang, Zhou Yu |
| 2021 | ISIT | Neural Group Testing to Accelerate Deep Learning. | Weixin Liang, James Zou |
| 2020 | AAAI | MOSS: End-to-End Dialog System Framework with Modular Supervision. | Weixin Liang, Youzhi Tian, Chengcai Chen, Zhou Yu |
| 2020 | ACL | Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation. | Weixin Liang, James Zou, Zhou Yu |
| 2020 | EMNLP | ALICE: Active Learning with Contrastive Natural Language Explanations. | Weixin Liang, James Zou, Zhou Yu |
| 2019 | MICRO | DeepStore: In-Storage Acceleration for Intelligent Queries. | Vikram Sharma Mailthody, Zaid Qureshi, Weixin Liang, Ziyan Feng, Simon Garcia De Gonzalo, Youjie Li, Hubertus Franke, Jinjun Xiong, Jian Huang, Wen-Mei Hwu |
| 2018 | ACSAC | MemCloak: Practical Access Obfuscation for Untrusted Memory. | Weixin Liang, Kai Bu, Ke Li, Jinhong Li, Arya Tavakoli |