Zhang, Fengzhuo

10 publications

ICML 2025 BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms Yunlong Hou, Fengzhuo Zhang, Cunxiao Du, Xuan Zhang, Jiachun Pan, Tianyu Pang, Chao Du, Vincent Tan, Zhuoran Yang

TMLR 2025 LightTransfer: Your Long-Context LLM Is Secretly a Hybrid Model with Effortless Adaptation Xuan Zhang, Fengzhuo Zhang, Cunxiao Du, Chao Du, Tianyu Pang, Wei Gao, Min Lin

ICLRW 2025 LightTransfer: Your Long-Context LLM Is Secretly a Hybrid Model with Effortless Adaptation Xuan Zhang, Fengzhuo Zhang, Cunxiao Du, Chao Du, Tianyu Pang, Wei Gao, Min Lin

AISTATS 2025 What and How Does In-Context Learning Learn? Bayesian Model Averaging, Parameterization, and Generalization Yufeng Zhang, Fengzhuo Zhang, Zhuoran Yang, Zhaoran Wang

ICLR 2025 When Attention Sink Emerges in Language Models: An Empirical View Xiangming Gu, Tianyu Pang, Chao Du, Qian Liu, Fengzhuo Zhang, Cunxiao Du, Ye Wang, Min Lin

ICML 2024 From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems Jianliang He, Siyu Chen, Fengzhuo Zhang, Zhuoran Yang

JMLR 2024 Learning Regularized Graphon Mean-Field Games with Unknown Graphons Fengzhuo Zhang, Vincent Y. F. Tan, Zhaoran Wang, Zhuoran Yang

NeurIPS 2023 Learning Regularized Monotone Graphon Mean-Field Games Fengzhuo Zhang, Vincent Tan, Zhaoran Wang, Zhuoran Yang

NeurIPS 2022 Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL Fengzhuo Zhang, Boyi Liu, Kaixin Wang, Vincent Tan, Zhuoran Yang, Zhaoran Wang

NeurIPS 2021 Robustifying Algorithms of Learning Latent Trees with Vector Variables Fengzhuo Zhang, Vincent Tan