Liu, Shixuan

7 publications

NeurIPS 2025 Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning Shenzhi Wang, Le Yu, Chang Gao, Chujie Zheng, Shixuan Liu, Rui Lu, Kai Dang, Xiong-Hui Chen, Jianxin Yang, Zhenru Zhang, Yuqiong Liu, An Yang, Andrew Zhao, Yang Yue, Shiji Song, Bowen Yu, Gao Huang, Junyang Lin

NeurIPS 2025 Environment Inference for Learning Generalizable Dynamical System Shixuan Liu, Yue He, Haotian Wang, Wenjing Yang, Yunfei Wang, Peng Cui, Zhong Liu

NeurIPS 2025 RoME: Domain-Robust Mixture-of-Experts for MILP Solution Prediction Across Domains Tianle Pu, Zijie Geng, Haoyang Liu, Shixuan Liu, Jie Wang, Li Zeng, Chao Chen, Changjun Fan

NeurIPS 2024 $\texttt{dattri}$: A Library for Efficient Data Attribution Junwei Deng, Ting-Wei Li, Shiyuan Zhang, Shixuan Liu, Yijun Pan, Hao Huang, Xinhe Wang, Pingbang Hu, Xingjian Zhang, Jiaqi W. Ma

NeurIPSW 2024 An Empirical Study of CLIP Fine-Tuning with Similarity Clusters Shixuan Liu, Yiwei Lyu, Honglak Lee, Todd C Hollon

NeurIPSW 2024 Leveraging LLM-Generated Structural Prior for Causal Inference with Concurrent Causes Xingjian Zhang, Shixuan Liu, Yixin Wang, Qiaozhu Mei

AAAI 2024 icsPLMs: Exploring Pre-Trained Language Models in Intelligent Customer Service (Student Abstract) Shixuan Liu, Chao Wang, Shuangyong Song