Publication BitNet a4.8: 4-bit Activations for 1-bit LLMs Hongyu Wang, Shuming Ma, Furu Wei November 2024 Work in progress Access
Publication LLM2CLIP: Powerful Language Model Unlocks Richer Visual Representation Weiquan Huang, Aoqi Wu, Yifan Yang, Xufang Luo, Yuqing Yang, Liang Hu, Qi Dai, Xiyang Dai, Dongdong Chen, Chong Luo, Lili Qiu November 2024 Github Project
Publication VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models Yifei Liu, Jicheng Wen, Yang Wang, Shengyu Ye, Li Lyna Zhang, Ting Cao, Cheng Li, Mao Yang November 2024 Github
Publication Reviving Cloud Gaming Sessions Yifan Yang, Lili Qiu, Yuqing Yang CoNEXT 2024 – International Conference on emerging Networking EXperiments and Technologies | November 2024
Publication Uncovering Nested Data Parallelism and Data Reuse in DNN Computation with FractalTensor Siran Liu, Chengxiang Qi, Ying Cao, Chao Yang, Weifang Hu, Xuanhua Shi, Fan Yang, Mao Yang SOSP | November 2024
Publication Self-maintaining [networked] systems: The rise of datacenter robotics! Freddie Hong, Iason Sarantopoulos, Elliott Hogg, David Richardson, Yizhong Zhang, Hugh Williams, David Sweeney, Andromachi Chatzieleftheriou, Ant Rowstron 2024 Hot Topics in Networks | November 2024 Project
Publication Bridging Geometric States via Generative Modeling Shengjie Luo, Yixian Xu, Di He, Shuxin Zheng, Tie-Yan Liu, Liwei Wang NeurIPS 2024 | October 2024
Publication Little Giants: Synthesizing High-Quality Embedding Data at Scale Haonan Chen, Liang Wang, Nan Yang, Yutao Zhu, Ziliang Zhao, Furu Wei, Zhicheng Dou NAACL 2025 | October 2024
Publication The Potential and Value of AI Chatbot in Personalized Cognitive Training Zilong Wang, Nan Chen, Luna K. Qiu, Ling Yue, Geli Guo, Yang Ou, Shiqi Jiang, Yuqing Yang, Lili Qiu CHI 2026 | October 2024 Access Project
Publication Automated Proof Generation for Rust Code via Self-Evolution Tianyu Chen, Shuai Lu, Shan Lu, Yeyun Gong, Chenyuan Yang, Xuheng Li, Md Rakib Hossain Misu, Hao Yu, Nan Duan, Peng Cheng, Fan Yang, Shuvendu Lahiri, Tao Xie, Lidong Zhou ICLR 2025 | October 2024 Project
Research
Research