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 arXiv | 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 arXiv | 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 arXiv | March 2026
Publication RepoLaunch: Automating Build and Management of Code Repositories across Languages and Platforms Kenan Li, Rongzhi Li, Linghao Zhang, Qirui Jin, Liao Zhu, Xiaosong Huang, Geng Zhang, Yikai Zhang, Shilin He, Chengxing Xie, Xin Zhang, Zijian Jin, Bowen Li, Chaoyun Zhang, Yu Kang, Yufan Huang, Elsie Nallipogu, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang March 2026 arXiv | March 2026 Preprint
Publication Visuospatial Perspective Taking in Multimodal Language Models Jonathan E. Prunty, Seraphina Zhang, P. Quinn, Jianxun Lian, Xing Xie, L. Cheke March 2026 arXiv | March 2026
Publication Reasoning as Gradient: Scaling MLE Agents Beyond Tree Search Yifei Zhang, Xu Yang, Xiao Yang, Bowen Xian, Qizheng Li, Shikai Fang, Jingyuan Li, Jian Wang, Mingrui Xu, Weiqing Liu, Jiang Bian March 2026 arXiv | March 2026 Github
Publication Learning to Draft: Adaptive Speculative Decoding with Reinforcement Learning Jiebin Zhang, Zhenghan Yu, Liang Wang, Nan Yang, Eugene J. Yu, Zheng Li, Yifan Song, Dawei Zhu, Xingxing Zhang, Furu Wei, Sujian Li March 2026 arXiv | March 2026
Publication Online Experiential Learning for Language Models Tianzhu Ye, Li Dong, Qingxiu Dong, Xun Wu, Shaohan Huang, Furu Wei arXiv: Computation and Language | March 2026, Vol 2603(16856)
Publication MSCCL++: Rethinking GPU Communication Abstractions for AI Inference Changho Hwang, Peng Cheng, Roshan Dathathri, Abhinav Jangda, Saeed Maleki, Madan Musuvathi, Olli Saarikivi, Aashaka Shah, Ziyue Yang, Binyang Li, Caio Rocha, Qinghua Zhou, Mahdieh Ghazimirsaeed, Sreevatsa Anantharamu, Jithin Jose ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2026 Best Paper – Honorable Mention
Publication Reasoning-Driven Multimodal LLM for Domain Generalization Zhipeng Xu, Zilong Wang, Xinyang Jiang, Dongsheng Li, De Cheng, Nannan Wang February 2026 arXiv | February 2026
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