Feng, Mingquan

7 publications

ICLR 2026 Rethinking LLM Evaluation: Can We Evaluate LLMs with 200× Less Data? Shaobo Wang, Cong Wang, Wenjie Fu, Yue Min, Mingquan Feng, Isabel Guan, Xuming Hu, Conghui He, Cunxiang Wang, Kexin Yang, Xingzhang Ren, Fei Huang, Dayiheng Liu, Linfeng Zhang

ICLR 2026 ssToken: Self-Modulated and Semantic-Aware Token Selection for LLM Fine-Tuning Xiaohan Qin, Xiaoxing Wang, Ning Liao, Cancheng Zhang, Xiangdong Zhang, Mingquan Feng, Jingzhi Wang, Junchi Yan

ICML 2025 HEAP: Hyper Extended A-PDHG Operator for Constrained High-Dim PDEs Mingquan Feng, Weixin Liao, Yixin Huang, Yifan Fu, Qifu Zheng, Junchi Yan

AAAI 2025 Optimal Control Operator Perspective and a Neural Adaptive Spectral Method Mingquan Feng, Zhijie Chen, Yixin Huang, Yizhou Liu, Junchi Yan

ICLR 2025 PhysPDE: Rethinking PDE Discovery and a Physical Hypothesis Selection Benchmark Mingquan Feng, Yixin Huang, Yizhou Liu, Bofang Jiang, Junchi Yan

ICLR 2025 SINGER: Stochastic Network Graph Evolving Operator for High Dimensional PDEs Mingquan Feng, Yixin Huang, Weixin Liao, Yuhong Liu, Yizhou Liu, Junchi Yan

ICLR 2022 Explaining Point Processes by Learning Interpretable Temporal Logic Rules Shuang Li, Mingquan Feng, Lu Wang, Abdelmajid Essofi, Yufeng Cao, Junchi Yan, Le Song