| 2026 | AAAI | HyperGLLM: An Efficient Framework for Endpoint Threat Detection via Hypergraph-Enhanced Large Language Models. | Hongyi Zhou, Jianfeng Pan, Min Peng, Shaomang Huang, Hanzhong Zheng |
| 2025 | ICCV | Monomobility: Zero-Shot 3D Mobility Analysis From Monocular Videos. | Hongyi Zhou, Yulan Guo, Xiaogang Wang, Kai Xu |
| 2025 | ICLR | TOP-ERL: Transformer-based Off-Policy Episodic Reinforcement Learning. | Ge Li, Dong Tian, Hongyi Zhou, Xinkai Jiang, Rudolf Lioutikov, Gerhard Neumann |
| 2025 | ICML | Demystifying the Paradox of Importance Sampling with an Estimated History-Dependent Behavior Policy in Off-Policy Evaluation. | Hongyi Zhou, Josiah P. Hanna, Jin Zhu, Ying Yang, Chengchun Shi |
| 2025 | ICML | Balancing Interference and Correlation in Spatial Experimental Designs: A Causal Graph Cut Approach. | Jin Zhu, Jingyi Li, Hongyi Zhou, Yinan Lin, Zhenhua Lin, Chengchun Shi |
| 2024 | CoRL | MaIL: Improving Imitation Learning with Selective State Space Models. | Xiaogang Jia, Qian Wang, Atalay Donat, Bowen Xing, Ge Li, Hongyi Zhou, Onur Celik, Denis Blessing, Rudolf Lioutikov, Gerhard Neumann |
| 2024 | ICLR | Open the Black Box: Step-based Policy Updates for Temporally-Correlated Episodic Reinforcement Learning. | Ge Li, Hongyi Zhou, Dominik Roth, Serge Thilges, Fabian Otto, Rudolf Lioutikov, Gerhard Neumann |
| 2022 | CoRL | Deep Black-Box Reinforcement Learning with Movement Primitives. | Fabian Otto, Onur Celik, Hongyi Zhou, Hanna Ziesche, Ngo Anh Vien, Gerhard Neumann |
| 2022 | IROS | HIRO: Heuristics Informed Robot Online Path Planning Using Pre-computed Deterministic Roadmaps. | Xi Huang, Gergely Sti, Hongyi Zhou, Christoph Ledermann, Bjrn Hein, Torsten Krger |
| 2020 | IROS | MAPPER: Multi-Agent Path Planning with Evolutionary Reinforcement Learning in Mixed Dynamic Environments. | Zuxin Liu, Baiming Chen, Hongyi Zhou, Guru Koushik, Martial Hebert, Ding Zhao |
| 1997 | PDPTA | LDA - Scalable, Off-Line Multiprocessor Scheduling for Real-Tune Systems. | Hongyi Zhou, Karsten Schwan |
| 1992 | RTSS | Performance Effects of Information Sharing in a Distributed Multiprocessor Real-Time Scheduler. | Hongyi Zhou, Karsten Schwan, Ian F. Akyildiz |
| 1990 | RTSS | From CHAOS^it base to CHAOS^it arc: A Family of Real-Time Kernels. | Karsten Schwan, Ahmed Gheith, Hongyi Zhou |