| 2026 | AAAI | Annealed Relaxation of Speculative Decoding for Faster Autoregressive Image Generation. | Xingyao Li, Fengzhuo Zhang, Cunxiao Du, Hui Ji |
| 2026 | ACL | LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification. | Penghui Yang, Cunxiao Du, Fengzhuo Zhang, Haonan Wang, Tianyu Pang, Chao Du, Bo An |
| 2025 | ACL | 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 |
| 2025 | AISTATS | What and How does In-Context Learning Learn? Bayesian Model Averaging, Parameterization, and Generalization. | Yufeng Zhang, Fengzhuo Zhang, Zhuoran Yang, Zhaoran Wang |
| 2025 | ICLR | 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 |
| 2025 | ICML | 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 |
| 2024 | ICML | From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems. | Jianliang He, Siyu Chen, Fengzhuo Zhang, Zhuoran Yang |
| 2022 | ITW | Active-LATHE: An Active Learning Algorithm for Boosting the Error Exponent for Learning Homogeneous Ising Trees. | Fengzhuo Zhang, Anshoo Tandon, Vincent Y. F. Tan |
| 2020 | GLOBECOM | An Integrated Framework for Vision-Based Relative Localization and Bandwidth Allocation. | Fengzhuo Zhang, Kai Gu, Yuan Shen |
| 2019 | GLOBECOM | Cooperative Vision-Based Localization Networks with Communication Constraints. | Fengzhuo Zhang, Kai Gu, Yuan Shen |