| 2026 | KDD | Can Prompt Difficulty be Online Predicted for Accelerating RL Finetuning of Reasoning Models? | Yun Qu, Qi Wang, Yixiu Mao, Vincent Tao Hu, Bjrn Ommer, Xiangyang Ji |
| 2025 | AAAI | Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning. | Yun Qu, Yuhang Jiang, Boyuan Wang, Yixiu Mao, Cheems Wang, Chang Liu, Xiangyang Ji |
| 2025 | ICCV | Lessons and Winning Solutions in Industrial Object Detection and Pose Estimation from the 2025 Bin-Picking Perception Challenge. | Ziqin Huang, Chengxi Li, Yingyue Li, Xingyu Liu, Chenyangguang Zhang, Ruida Zhang, Bowen Fu, Xinggang Hu, Yun Qu, Mengge Liu, Yixiu Mao, Wendong Huang, Gu Wang, Xiangyang Ji |
| 2025 | ICML | Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments. | Yun Qu, Cheems Wang, Yixiu Mao, Yiqin Lv, Xiangyang Ji |
| 2025 | KDD | Robust Fast Adaptation from Adversarially Explicit Task Distribution Generation. | Qi (Cheems) Wang, Yiqin Lv, Yixiu Mao, Yun Qu, Yi Xu, Xiangyang Ji |
| 2024 | APWEB | BTQoS: A Tenant Relationship-Aware QoS Framework for Multi-tenant Distributed Storage System. | Yixuan Lu, Yun Qu, Dongjie Zhu, Rui Zhang, Haiwen Du |
| 2024 | ICML | LLM-Empowered State Representation for Reinforcement Learning. | Boyuan Wang, Yun Qu, Yuhang Jiang, Jianzhun Shao, Chang Liu, Wenming Yang, Xiangyang Ji |
| 2023 | ICML | Complementary Attention for Multi-Agent Reinforcement Learning. | Jianzhun Shao, Hongchang Zhang, Yun Qu, Chang Liu, Shuncheng He, Yuhang Jiang, Xiangyang Ji |
| 2013 | FPGA | Scalable high-throughput architecture for large balanced tree structures on FPGA (abstract only). | Yun Qu, Viktor K. Prasanna |
| 2013 | HPSR | Architecture and performance models for scalable IP lookup engines on FPGA. | Yi-Hua E. Yang, Yun Qu, Swapnil Haria, Viktor K. Prasanna |
| 2013 | SBAC-PAD | Scalable Many-Field Packet Classification on Multi-core Processors. | Yun Qu, Shijie Zhou, Viktor K. Prasanna |
| 2012 | HPSR | Large-scale multi-flow regular expression matching on FPGA. | Yun Qu, Yi-Hua E. Yang, Viktor K. Prasanna |