Publication TrainVerify: Equivalence-Based Verification for Distributed LLM Training Yunchi Lu, Youshan Miao, Cheng Tan, Peng Huang, Yi Zhu, Xian Zhang, Fan Yang Proceedings of the ACM SIGOPS 31st Symposium on Operating Systems Principles (SOSP'25) | October 2025 Github
Publication Why AI Agents Still Need You: Findings from Developer-Agent Collaborations in the Wild Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Gustavo Soares, Emerson Murphy-Hill IEEE/ACM International Conference on Automated Software Engineering, ASE | October 2025
Publication Continuously Augmented Discrete Diffusion model for Categorical Generative Modeling Huangjie Zheng, Shansan Gong, Ruixiang Zhang, Tianrong Chen, Jiatao Gu, Mingyuan Zhou, N. Jaitly, Yizhe Zhang ICLR 2026 | September 2025
Publication FlexiCodec: A Dynamic Neural Audio Codec for Low Frame Rates Jiaqi Li, Yao Qian, Yuxuan Hu, Leying Zhang, Xiaofei Wang, Heng Lu, Manthan Thakker, Jinyu Li, Sheng Zhao, Zhizheng Wu ICLR 2026 | September 2025
Publication Rearchitecting Datacenter Lifecycle for AI: A TCO-Driven Framework Jovan Stojkovic, Chaojie Zhang, Íñigo Goiri, Ricardo Bianchini September 2025 Project
Publication A brain-inspired agentic architecture to improve planning with LLMs Taylor Webb, Shanka Subhra Mondal, Ida Momennejad Nature Communications | September 2025
Publication Improving Code Localization with Repository Memory Boshi Wang, Weijian Xu, Yunsheng Li, Mei Gao, Yujia Xie, Huan Sun, Dongdong Chen ICLR 2026 | September 2025
Publication SENSE-7: Taxonomy and Dataset for Measuring User Perceptions of Empathy in Sustained Human-AI Conversations Jina Suh, Lindy Le, Erfan Shayegani, Gonzalo Ramos, Judith Amores, Desmond C. Ong, Mary Czerwinski, Javier Hernandez September 2025 Project Project
Publication BiasBusters: Uncovering and Mitigating Tool Selection Bias in Large Language Models Thierry Blankenstein, Jialin Yu, Zixuan Li, Vassilis Plachouras, Sunando Sengupta, Philip H. S. Torr, Yarin Gal, Alasdair Paren, Adel Bibi ICLR 2026 | September 2025
Publication Understanding the Mixture-of-Experts with Nadaraya-Watson Kernel Chuanyang Zheng, Jiankai Sun, Yihang Gao, Enze Xie, Yuehao Wang, Peihao Wang, Ting Xu, Matthew Chang, Liliang Ren, Jingyao Li, Jing Xiong, Kashif Rasul, Mac Schwager, Anderson Schneider, Zhangyang Wang, Yuriy Nevmyvaka ICLR 2026 | September 2025