Publication SynthCraft: an AI partner for synthetic data generation to support data access and augmentation in healthcare Thomas Callender, Anders Boyd, Robert Davis, Silas Ruhrberg Estevez, Juan M. Lavista Ferres, Mihaela van der Schaar PLOS Digital Health | March 2026 Project
Publication Reject, Resample, Repeat: Understanding Parallel Reasoning in Language Model Inference Noah Golowich, Fan Chen, Dhruv Rohatgi, Raghav Singhal, Carles Domingo-Enrich, Dylan Foster, Akshay Krishnamurthy March 2026
Publication StreamReady: Learning What to Answer and When in Long Streaming Videos Shehreen Azad, Vibhav Vineet, Y. Rawat CVPR 2026 | March 2026
Publication Scaling Data Difficulty: Improving Coding Models via Reinforcement Learning on Fresh and Challenging Problems Zongqian Li, Tengchao Lv, Shaohan Huang, Yixuan Su, Qinzheng Sun, Qiufeng Yin, Ying Xin, Scarlett Li, Lei Cui, Nigel Collier, Furu Wei March 2026
Publication Probabilistic Inference and Learning with Stein’s Method Qiang Liu, Lester Mackey, C. Oates March 2026
Publication Breaking Training Bottlenecks: Effective and Stable Reinforcement Learning for Coding Models Zongqian Li, Shaohan Huang, Zewen Chi, Yixuan Su, Lexin Zhou, Li Dong, Nigel Collier, Furu Wei March 2026
Publication LUMINA: LLM-Guided GPU Architecture Exploration via Bottleneck Analysis Tao Zhang, Rui Ma, Shuotao Xu, Yongqiang Xiong, Peng Cheng March 2026
Publication Lost in Stories: Consistency Bugs in Long Story Generation by LLMs Junjie Li, Xinru Guo, Yuhao Wu, Roy Ka-Wei Lee, Hongzhi Li, Yutao Xie March 2026
Publication Sparse-BitNet: 1.58-bit LLMs are Naturally Friendly to Semi-Structured Sparsity Di Zhang, Xun Wu, Shaohan Huang, Yudong Wang, Hanyong Shao, Yingbo Hao, Zewen Chi, Li Dong, Ting Song, Yan Xia, Zhifang Sui, Furu Wei March 2026
Publication SlideSparse: Fast and Flexible (2N-2):2N Structured Sparsity Hanyong Shao, Yingbo Hao, Ting Song, Yan Xia, Di Zhang, Shaohan Huang, Xun Wu, Songcheng Xu, Le Xu, Li Dong, Zewen Chi, Yinxue Zou, Furu Wei March 2026