论文与出版物 MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention Huiqiang Jiang, Yucheng Li, Chengruidong Zhang, Qianhui Wu, Xufang Luo, Surin Ahn, Zhenhua Han, Amir H. Abdi, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, Lili Qiu NeurIPS 2024 | December 2024 spotlight Github 项目
论文与出版物 Autoformalize Mathematical Statements by Symbolic Equivalence and Semantic Consistency Zenan Li, Yifan Wu, Zhaoyu Li, Xinming Wei, Fan Yang, Xian Zhang, Xiaoxing Ma 2024 Neural Information Processing Systems | December 2024
论文与出版物 ALPINE: Unveiling the Planning Capability of Autoregressive Learning in Language Models Siwei Wang, Yifei Shen, Shi Feng, Haoran Sun, Shang-Hua Teng, Wei Chen NeurIPS 2024 | December 2024
论文与出版物 Query-Efficient Correlation Clustering with Noisy Oracle Yuko Kuroki, Atsushi Miyauchi, Francesco Bonchi, Wei Chen NeurIPS 2024 | December 2024
论文与出版物 Convergence to Equilibrium of No-regret Dynamics in Congestion Games Volkan Cevher, Wei Chen, Leello Dadi, Jing Dong, Ioannis Panageas, Stratis Skoulakis, Luca Viano, Baoxiang Wang, Siwei Wang, Jingyu Wu Conference on Web and Internet Economics (WINE) | December 2024
论文与出版物 Neuro-Symbolic Data Generation for Math Reasoning Zenan Li, Zhi Zhou, Yuan Yao, Yu-Feng Li, Chun Cao, Fan Yang, Xian Zhang, Xiaoxing Ma 2024 Neural Information Processing Systems | December 2024
论文与出版物 Can Graph Learning Improve Task Planning? Xixi Wu, Yifei Shen, Caihua Shan, Kaitao Song, Siwei Wang, Bohang Zhang, Jiarui Feng, Hong Cheng, Wei Chen, Yun Xiong, Dongsheng Li NeurIPS 2024 | December 2024
论文与出版物 Combinatorial Causal Bandits without Graph Skeleton Shi Feng, Nuoya Xiong, Wei Chen Proceedings of the 16th Asian Conference on Machine Learning (ACML) | December 2024
论文与出版物 LORASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning Yifan Yang, Yifei Shen, Yuqing Yang, Lili Qiu, Fangyun Wei 2024 Empirical Methods in Natural Language Processing | November 2024
论文与出版物 BitNet a4.8: 4-bit Activations for 1-bit LLMs Hongyu Wang, Shuming Ma, Furu Wei November 2024 Work in progress
