| 2026 | AAAI | On the Impact of Weight Quantization on Deep Neural Network Uncertainty. | Shuang Liang, Xun Lu, Zi-Ang Liu, Ming-Liang Wang, Yan Lyu, Shao-Qun Zhang |
| 2026 | AAAI | Learning from Human Gaze: Human-like Robot Social Navigation in Dense Crowds. | Zhecheng Yu, Yan Lyu, Chen Yang, Tao Chen, Yishuang Zhang, Bo Ling, Peng Wang, Guanyu Gao, Weiwei Wu, Brian Y. Lim |
| 2026 | SIGIR | Hierarchical Denoising Entire Space Multi-Task Model for Post-Click Conversion Rate Prediction with Noisy Labels. | Yan Lyu, Haoxuan Li, Tianyu Xia, Xiang Li, Xiangnan Feng, Chunyuan Zheng, Xiao-Hua Zhou |
| 2024 | AAAI | i-Rebalance: Personalized Vehicle Repositioning for Supply Demand Balance. | Haoyang Chen, Peiyan Sun, Qiyuan Song, Wanyuan Wang, Weiwei Wu, Wencan Zhang, Guanyu Gao, Yan Lyu |
| 2024 | ICDE | Examining and Explaining Individual Fairness in Dynamic Pricing. | Wei Guo, Yan Lyu, Xueyong Xu, Weiwei Wu |
| 2024 | ICRA | SocialGAIL: Faithful Crowd Simulation for Social Robot Navigation. | Bo Ling, Yan Lyu, Dongxiao Li, Guanyu Gao, Yi Shi, Xueyong Xu, Weiwei Wu |
| 2023 | AAAI | Multiple Robust Learning for Recommendation. | Haoxuan Li, Quanyu Dai, Yuru Li, Yan Lyu, Zhenhua Dong, Xiao-Hua Zhou, Peng Wu |
| 2023 | ICLR | TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations. | Haoxuan Li, Yan Lyu, Chunyuan Zheng, Peng Wu |
| 2022 | NOSSDAV | Dynamic DNN model selection and inference off loading for video analytics with edge-cloud collaboration. | Xuezhi Wang, Guanyu Gao, Xiaohu Wu, Yan Lyu, Weiwei Wu |
| 2022 | TAMC | Time-of-Use Scheduling Problem with Equal-Length Jobs. | Vincent Chau, Chenchen Fu, Yan Lyu, Weiwei Wu, Yizheng Zhang |
| 2016 | INFOCOM | T2CBS: Mining taxi trajectories for customized bus systems. | Yan Lyu, Chi-Yin Chow, Victor C. S. Lee, Yanhua Li, Jia Zeng |