Fengzhuo Zhang

According to our database, Fengzhuo Zhang authored at least 19 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Muon Outperforms Adam in Tail-End Associative Memory Learning.

Shuche Wang, Fengzhuo Zhang, Jiaxiang Li, Cunxiao Du, Chao Du, Tianyu Pang, Zhuoran Yang, Mingyi Hong, Vincent Y. F. Tan

CoRR, September, 2025

Error Analyses of Auto-Regressive Video Diffusion Models: A Unified Framework.

Jing Wang, Fengzhuo Zhang, Xiaoli Li, Vincent Y. F. Tan, Tianyu Pang, Chao Du, Aixin Sun, Zhuoran Yang

CoRR, March, 2025

LongSpec: Long-Context Speculative Decoding with Efficient Drafting and Verification.

Penghui Yang, Cunxiao Du, Fengzhuo Zhang, Haonan Wang, Tianyu Pang, Chao Du, Bo An

CoRR, February, 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

Trans. Mach. Learn. Res., 2025

BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms.

Yunlong Hou, Fengzhuo Zhang, Cunxiao Du, Xuan Zhang, Jiachun Pan, Tianyu Pang, Chao Du, Vincent Y. F. Tan, Zhuoran Yang

Proceedings of the Forty-second International Conference on Machine Learning, 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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

What and How does In-Context Learning Learn? Bayesian Model Averaging, Parameterization, and Generalization.

Yufeng Zhang, Fengzhuo Zhang, Zhuoran Yang, Zhaoran Wang

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs.

Xuan Zhang, Cunxiao Du, Sicheng Yu, Jiawei Wu, Fengzhuo Zhang, Wei Gao, Qian Liu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2025

2024

Enhancing Multi-Text Long Video Generation Consistency without Tuning: Time-Frequency Analysis, Prompt Alignment, and Theory.

Xingyao Li, Fengzhuo Zhang, Jiachun Pan, Yunlong Hou, Vincent Y. F. Tan, Zhuoran Yang

CoRR, 2024

Unveiling the Statistical Foundations of Chain-of-Thought Prompting Methods.

Xinyang Hu, Fengzhuo Zhang, Siyu Chen, Zhuoran Yang

CoRR, 2024

From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems.

Jianliang He, Siyu Chen, Fengzhuo Zhang, Zhuoran Yang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Learning Regularized Graphon Mean-Field Games with Unknown Graphons.

Fengzhuo Zhang, Vincent Y. F. Tan, Zhaoran Wang, Zhuoran Yang

CoRR, 2023

Learning Regularized Monotone Graphon Mean-Field Games.

Fengzhuo Zhang, Vincent Y. F. Tan, Zhaoran Wang, Zhuoran Yang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Vision-Based Localization in Multi-Agent Networks With Communication Constraints.

Fengzhuo Zhang, Kai Gu, Yuan Shen

IEEE Trans. Veh. Technol., 2022

Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL.

Fengzhuo Zhang, Boyi Liu, Kaixin Wang, Vincent Y. F. Tan, Zhuoran Yang, Zhaoran Wang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Active-LATHE: An Active Learning Algorithm for Boosting the Error Exponent for Learning Homogeneous Ising Trees.

Fengzhuo Zhang, Anshoo Tandon, Vincent Y. F. Tan

Proceedings of the IEEE Information Theory Workshop, 2022

2021

Robustifying Algorithms of Learning Latent Trees with Vector Variables.

Fengzhuo Zhang, Vincent Y. F. Tan

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

An Integrated Framework for Vision-Based Relative Localization and Bandwidth Allocation.

Fengzhuo Zhang, Kai Gu, Yuan Shen

Proceedings of the IEEE Globecom Workshops, 2020

2019

Cooperative Vision-Based Localization Networks with Communication Constraints.

Fengzhuo Zhang, Kai Gu, Yuan Shen

Proceedings of the 2019 IEEE Global Communications Conference, 2019