Fengzhuo Zhang

34 papers A* 7A 1B 2Journal 22Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Annealed Relaxation of Speculative Decoding for Faster Autoregressive Image Generation. AAAI Xingyao Li, Fengzhuo Zhang, Cunxiao Du, Hui Ji
2026	J	`jnl`	Annealed Relaxation of Speculative Decoding for Faster Autoregressive Image Generation. CoRR Xingyao Li, Fengzhuo Zhang, Cunxiao Du, Hui Ji
2026	J	`jnl`	Demystifying the Slash Pattern in Attention: The Role of RoPE. CoRR Yuan Cheng, Fengzhuo Zhang, Yunlong Hou, Cunxiao Du, Chao Du, Tianyu Pang, Aixin Sun, Zhuoran Yang
2025	A*	`conf`	BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms. ICML Yunlong Hou, Fengzhuo Zhang, Cunxiao Du, Xuan Zhang, Jiachun Pan, Tianyu Pang, Chao Du, Vincent Y. F. Tan, Zhuoran Yang
2025	J	`jnl`	BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms. CoRR Yunlong Hou, Fengzhuo Zhang, Cunxiao Du, Xuan Zhang, Jiachun Pan, Tianyu Pang, Chao Du, Vincent Y. F. Tan, Zhuoran Yang
2025	J	`jnl`	Error Analyses of Auto-Regressive Video Diffusion Models: A Unified Framework. CoRR Jing Wang, Fengzhuo Zhang, Xiaoli Li, Vincent Y. F. Tan, Tianyu Pang, Chao Du, Aixin Sun, Zhuoran Yang
2025	J	`jnl`	LightTransfer: Your Long-Context LLM is Secretly a Hybrid Model with Effortless Adaptation. Trans. Mach. Learn. Res. Xuan Zhang, Fengzhuo Zhang, Cunxiao Du, Chao Du, Tianyu Pang, Wei Gao, Min Lin
2025	J	`jnl`	LongSpec: Long-Context Speculative Decoding with Efficient Drafting and Verification. CoRR Penghui Yang, Cunxiao Du, Fengzhuo Zhang, Haonan Wang, Tianyu Pang, Chao Du, Bo An
2025	J	`jnl`	Muon Outperforms Adam in Tail-End Associative Memory Learning. CoRR Shuche Wang, Fengzhuo Zhang, Jiaxiang Li, Cunxiao Du, Chao Du, Tianyu Pang, Zhuoran Yang, Mingyi Hong, Vincent Y. F. Tan
2025	—	`conf`	Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs. ACL (2) Xuan Zhang, Cunxiao Du, Sicheng Yu, Jiawei Wu, Fengzhuo Zhang, Wei Gao, Qian Liu
2025	J	`jnl`	Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs. CoRR Xuan Zhang, Cunxiao Du, Sicheng Yu, Jiawei Wu, Fengzhuo Zhang, Wei Gao, Qian Liu
2025	A	`conf`	What and How does In-Context Learning Learn? Bayesian Model Averaging, Parameterization, and Generalization. AISTATS Yufeng Zhang, Fengzhuo Zhang, Zhuoran Yang, Zhaoran Wang
2025	A*	`conf`	When Attention Sink Emerges in Language Models: An Empirical View. ICLR Xiangming Gu, Tianyu Pang, Chao Du, Qian Liu, Fengzhuo Zhang, Cunxiao Du, Ye Wang, Min Lin
2024	J	`jnl`	Enhancing Multi-Text Long Video Generation Consistency without Tuning: Time-Frequency Analysis, Prompt Alignment, and Theory. CoRR Xingyao Li, Fengzhuo Zhang, Jiachun Pan, Yunlong Hou, Vincent Y. F. Tan, Zhuoran Yang
2024	A*	`conf`	From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems. ICML Jianliang He, Siyu Chen, Fengzhuo Zhang, Zhuoran Yang
2024	J	`jnl`	From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems. CoRR Jianliang He, Siyu Chen, Fengzhuo Zhang, Zhuoran Yang
2024	J	`jnl`	Learning Regularized Graphon Mean-Field Games with Unknown Graphons. J. Mach. Learn. Res. Fengzhuo Zhang, Vincent Y. F. Tan, Zhaoran Wang, Zhuoran Yang
2024	J	`jnl`	Unveiling the Statistical Foundations of Chain-of-Thought Prompting Methods. CoRR Xinyang Hu, Fengzhuo Zhang, Siyu Chen, Zhuoran Yang
2024	J	`jnl`	When Attention Sink Emerges in Language Models: An Empirical View. CoRR Xiangming Gu, Tianyu Pang, Chao Du, Qian Liu, Fengzhuo Zhang, Cunxiao Du, Ye Wang, Min Lin
2023	J	`jnl`	Active-LATHE: An Active Learning Algorithm for Boosting the Error Exponent for Learning Homogeneous Ising Trees. IEEE Trans. Inf. Theory Fengzhuo Zhang, Anshoo Tandon, Vincent Y. F. Tan
2023	J	`jnl`	Learning Regularized Graphon Mean-Field Games with Unknown Graphons. CoRR Fengzhuo Zhang, Vincent Y. F. Tan, Zhaoran Wang, Zhuoran Yang
2023	A*	`conf`	Learning Regularized Monotone Graphon Mean-Field Games. NeurIPS Fengzhuo Zhang, Vincent Y. F. Tan, Zhaoran Wang, Zhuoran Yang
2023	J	`jnl`	Learning Regularized Monotone Graphon Mean-Field Games. CoRR Fengzhuo Zhang, Vincent Y. F. Tan, Zhaoran Wang, Zhuoran Yang
2023	J	`jnl`	What and How does In-Context Learning Learn? Bayesian Model Averaging, Parameterization, and Generalization. CoRR Yufeng Zhang, Fengzhuo Zhang, Zhuoran Yang, Zhaoran Wang
2022	B	`conf`	Active-LATHE: An Active Learning Algorithm for Boosting the Error Exponent for Learning Homogeneous Ising Trees. ITW Fengzhuo Zhang, Anshoo Tandon, Vincent Y. F. Tan
2022	A*	`conf`	Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL. NeurIPS Fengzhuo Zhang, Boyi Liu, Kaixin Wang, Vincent Y. F. Tan, Zhuoran Yang, Zhaoran Wang
2022	J	`jnl`	Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL. CoRR Fengzhuo Zhang, Boyi Liu, Kaixin Wang, Vincent Y. F. Tan, Zhuoran Yang, Zhaoran Wang
2022	J	`jnl`	Vision-Based Localization in Multi-Agent Networks With Communication Constraints. IEEE Trans. Veh. Technol. Fengzhuo Zhang, Kai Gu, Yuan Shen
2021	J	`jnl`	Active-LATHE: An Active Learning Algorithm for Boosting the Error Exponent for Learning Homogeneous Ising Trees. CoRR Fengzhuo Zhang, Anshoo Tandon, Vincent Y. F. Tan
2021	A*	`conf`	Robustifying Algorithms of Learning Latent Trees with Vector Variables. NeurIPS Fengzhuo Zhang, Vincent Y. F. Tan
2021	J	`jnl`	Robustifying Algorithms of Learning Latent Trees with Vector Variables. CoRR Fengzhuo Zhang, Vincent Y. F. Tan
2020	—	`conf`	An Integrated Framework for Vision-Based Relative Localization and Bandwidth Allocation. GLOBECOM (Workshops) Fengzhuo Zhang, Kai Gu, Yuan Shen
2019	B	`conf`	Cooperative Vision-Based Localization Networks with Communication Constraints. GLOBECOM Fengzhuo Zhang, Kai Gu, Yuan Shen
2019	J	`jnl`	Cooperative Vision-based Localization Networks with Communication Constraints. CoRR Fengzhuo Zhang, Kai Gu, Yuan Shen