| 2026 | AAAI | RAA: Achieving Interactive Remove/Add Anything via Fully Synthetic Data. | Delong Liu, Haotian Hou, Zhaohui Hou, Shihao Han, Zhiyuan Huang, Mingjie Zhan, Fei Su, Zhicheng Zhao |
| 2026 | SIGCOMM | UBEP: Re-architecting Expert Parallelism Communication Library for Production Superpods. | Yipeng Liu, Chang Liu, Si Shen, Jiaqi Zheng, Mingfan Li, Yuyang Yang, Guanhua Li, Yuquan Zhang, Yimeng Xu, Zhongzhe Hu, Zhiyuan Huang, Qihang Duan, Junsong Wang, Wenkai Ling, Baochuan Yang, Xianzhi Yu, Han Bao, Yijie Chen, Guihai Chen |
| 2025 | CVPR | SpiritSight Agent: Advanced GUI Agent with One Look. | Zhiyuan Huang, Ziming Cheng, Junting Pan, Zhaohui Hou, Mingjie Zhan |
| 2025 | ICCV | Temporal Rate Reduction Clustering for Human Motion Segmentation. | Xianghan Meng, Zhengyu Tong, Zhiyuan Huang, Chun-Guang Li |
| 2025 | ICLR | Exploring a Principled Framework for Deep Subspace Clustering. | Xianghan Meng, Zhiyuan Huang, Wei He, Xianbiao Qi, Rong Xiao, Chun-Guang Li |
| 2025 | ICLR | AgentStudio: A Toolkit for Building General Virtual Agents. | Longtao Zheng, Zhiyuan Huang, Zhenghai Xue, Xinrun Wang, Bo An, Shuicheng Yan |
| 2025 | WSC | An Empirical Study of Generative Models as Input Models for Simulation. | Zhou Miao, Zhiyuan Huang, Zhaolin Hu |
| 2024 | ACCV | Graph Cut-Guided Maximal Coding Rate Reduction for Learning Image Embedding and Clustering. | Wei He, Zhiyuan Huang, Xianghan Meng, Xianbiao Qi, Rong Xiao, Chun-Guang Li |
| 2022 | IROS | Scalable Safety-Critical Policy Evaluation with Accelerated Rare Event Sampling. | Mengdi Xu, Peide Huang, Fengpei Li, Jiacheng Zhu, Xuewei Qi, Kentaro Oguchi, Zhiyuan Huang, Henry Lam, Ding Zhao |
| 2021 | AISTATS | Deep Probabilistic Accelerated Evaluation: A Robust Certifiable Rare-Event Simulation Methodology for Black-Box Safety-Critical Systems. | Mansur Arief, Zhiyuan Huang, Guru Koushik Senthil Kumar, Yuanlu Bai, Shengyi He, Wenhao Ding, Henry Lam, Ding Zhao |
| 2021 | MASS | Privacy-Enhanced Crowdsourcing Data Trading based on Blockchain and Stackelberg Game. | Zhiyuan Huang, Jun Zheng, Mingjun Xiao |
| 2021 | VCIP | Rethinking Anchor-Object Matching and Encoding in Rotating Object Detection. | Zhiyuan Huang, Zhaohui Hou, Pingyu Wang, Fei Su, Zhicheng Zhao |
| 2019 | WSC | On The Impacts of Tail Model Uncertainty in Rare-Event Estimation. | Zhiyuan Huang, Henry Lam |
| 2018 | WSC | Designing Importance samplers to simulate Machine Learning Predictors via Optimization. | Zhiyuan Huang, Henry Lam, Ding Zhao |
| 2018 | WSC | Rare-Event simulation without Structural Information: a Learning-based Approach. | Zhiyuan Huang, Henry Lam, Ding Zhao |
| 2017 | ICRA | Evaluation of automated vehicles in the frontal cut-in scenario - An enhanced approach using piecewise mixture models. | Zhiyuan Huang, Ding Zhao, Henry Lam, David J. LeBlanc, Huei Peng |
| 2017 | WSC | Sequential experimentation to efficiently test automated vehicles. | Zhiyuan Huang, Henry Lam, Ding Zhao |
| 2016 | WSC | Approximating data-driven joint chance-constrained programs via uncertainty set construction. | L. Jeff Hong, Zhiyuan Huang, Henry Lam |
| 2013 | APCC | Inter-channel nonlinearity equalization based on Volterra series in polarization-division-multiplexed WDM systems. | Zhiyuan Huang, Tingting Zhang, Rongshan Wang, Fan Zhang, Zhangyuan Chen |