| 2026 | ACL | How to Allocate, How to Learn? Dynamic Rollout Allocation and Advantage Modulation for Policy Optimization. | Yangyi Fang, Jiaye Lin, Xiaoliang Fu, Cong Qin, Haolin Shi, Chaowen Hu, Lu Pan, Ke Zeng, Xunliang Cai |
| 2026 | ACL | From łog π to π: Taming Divergence in Soft Clipping via Bilateral Decoupled Decay of Probability Gradient Weight. | Xiaoliang Fu, Jiaye Lin, Yangyi Fang, Chaowen Hu, Cong Qin, Zekai Shao, Binbin Zheng, Lu Pan, Ke Zeng |
| 2026 | ACL | MASPO: Unifying Gradient Utilization, Probability Mass, and Signal Reliability for Robust and Sample-Efficient LLM Reasoning. | Xiaoliang Fu, Jiaye Lin, Yangyi Fang, Binbin Zheng, Chaowen Hu, Zekai Shao, Cong Qin, Lu Pan, Ke Zeng, Xunliang Cai |
| 2022 | IJCAI | When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters. | Ziquan Fang, Dongen Wu, Lu Pan, Lu Chen, Yunjun Gao |
| 2021 | EMNLP | Simple or Complex? Complexity-controllable Question Generation with Soft Templates and Deep Mixture of Experts Model. | Sheng Bi, Xiya Cheng, Yuan-Fang Li, Lizhen Qu, Shirong Shen, Guilin Qi, Lu Pan, Yinlin Jiang |
| 2020 | EMNLP | Event Extraction as Multi-turn Question Answering. | Fayuan Li, Weihua Peng, Yuguang Chen, Quan Wang, Lu Pan, Yajuan Lyu, Yong Zhu |
| 2020 | SIGMOD | CoMing: A Real-time Co-Movement Mining System for Streaming Trajectories. | Ziquan Fang, Yunjun Gao, Lu Pan, Lu Chen, Xiaoye Miao, Christian S. Jensen |
| 2019 | IJCNN | Incorporating Human Knowledge in Neural Relation Extraction with Reinforcement Learning. | Bing Liu, Guilin Qi, Lu Pan, Shangfu Duan, Tianxing Wu |
| 2013 | CSCW | An exploration on long-distance communications between left-behind children and their parents in China. | Lu Pan, Feng Tian, Fei Lu, Xiaolong (Luke) Zhang, Ying Liu, Wenxin Feng, Guozhong Dai, Hongan Wang |
| 2010 | GLOBECOM | Serial Turbo Coding Performance for Rectangular-Grain TDMR Models. | Lu Pan, William E. Ryan, Roger Wood, Bane Vasic |