| 2025 | ICDE | Compatible Unsupervised Anomaly Detection with Multi-Perspective Spatio-Temporal Learning. | Tingyang Chen, Bolong Zheng, Shuncheng Liu, Zhujiong Fan, Zhi Xu, Lingsen Yan, Kai Zeng, Tao Ye, Xiaofang Zhou |
| 2025 | ICDE | Anomaly Diagnosis with Siamese Discrepancy Networks in Distributed Cloud Databases. | Lingsen Yan, Bolong Zheng, Junjie Qing, Wenlong You, Tingyang Chen, Zhi Xu, Shuncheng Liu, Kai Zeng, Tao Ye, Xiaofang Zhou |
| 2024 | CIKM | A Cause-Focused Query Optimizer Alert System. | Runfan Ye, Zibo Liang, Xu Chen, Shuncheng Liu, Kai Zheng |
| 2024 | DASFAA | Imitation Learning Decision with Driving Style Tuning for Personalized Autonomous Driving. | Rui Hu, Yuze Wang, Ximu Zeng, Shuncheng Liu, Quanlin Yu, Peicong Wu, Zhengzhuo Zhang, Han Su, Kai Zheng |
| 2024 | DASFAA | MODUS: An Impact-Aware Decision Framework with Adaptive Fusion for Connected Autonomous Vehicles. | Quanlin Yu, Yuyang Xia, Shuncheng Liu, Weijie Lian, Rui Hu, Zhengzhuo Zhang, Shaozhi Wu, Kai Zheng, Han Su |
| 2024 | ICDE | Learning to Hash for Trajectory Similarity Computation and Search. | Liwei Deng, Yan Zhao, Jin Chen, Shuncheng Liu, Yuyang Xia, Kai Zheng |
| 2024 | ICDE | Parameterized Decision-Making with Multi-Modality Perception for Autonomous Driving. | Yuyang Xia, Shuncheng Liu, Quanlin Yu, Liwei Deng, You Zhang, Han Su, Kai Zheng |
| 2023 | CIKM | Cross-Scenario Maneuver Decision with Adaptive Perception for Autonomous Driving. | Yuan Fu, Shuncheng Liu, Yuyang Xia, Fangda Guo, Kai Zheng |
| 2023 | CIKM | Target-Oriented Maneuver Decision for Autonomous Vehicle: A Rule-Aided Reinforcement Learning Framework. | Ximu Zeng, Quanlin Yu, Shuncheng Liu, Yuyang Xia, Han Su, Kai Zheng |
| 2023 | DASFAA | EGL: Efficient Graph Learning with Safety Constrains for Heterogeneous Trajectory Prediction. | Weijie Lian, Yuze Wang, Ximu Zeng, Shuncheng Liu, Yuyang Xia, Huiyong Tang, Han Su |
| 2023 | DASFAA | SMART: A Decision-Making Framework with Multi-modality Fusion for Autonomous Driving Based on Reinforcement Learning. | Yuyang Xia, Shuncheng Liu, Rui Hu, Quanlin Yu, Xiushi Feng, Kai Zheng, Han Su |
| 2023 | ICDE | Impact-aware Maneuver Decision with Enhanced Perception for Autonomous Vehicle. | Shuncheng Liu, Yuyang Xia, Xu Chen, Jiandong Xie, Han Su, Kai Zheng |
| 2023 | ICDM | Continual Trajectory Prediction with Uncertainty-Aware Generative Memory Replay. | Xiushi Feng, Shuncheng Liu, Haitian Chen, Kai Zheng |
| 2023 | WSDM | S2TUL: A Semi-Supervised Framework for Trajectory-User Linking. | Liwei Deng, Hao Sun, Yan Zhao, Shuncheng Liu, Kai Zheng |
| 2022 | CIKM | Efficient Learning with Pseudo Labels for Query Cost Estimation. | Shuncheng Liu, Xu Chen, Yan Zhao, Jin Chen, Rui Zhou, Kai Zheng |
| 2022 | CIKM | HeGA: Heterogeneous Graph Aggregation Network for Trajectory Prediction in High-Density Traffic. | Shuncheng Liu, Xu Chen, Ziniu Wu, Liwei Deng, Han Su, Kai Zheng |
| 2022 | CIKM | Efficient Trajectory Similarity Computation with Contrastive Learning. | Liwei Deng, Yan Zhao, Zidan Fu, Hao Sun, Shuncheng Liu, Kai Zheng |
| 2022 | CIKM | RISE: A Velocity Control Framework with Minimal Impacts based on Reinforcement Learning. | Yuyang Xia, Shuncheng Liu, Xu Chen, Zhi Xu, Kai Zheng, Han Su |
| 2022 | DASFAA | TSummary: A Traffic Summarization System Using Semantic Words. | Xu Chen, Ximu Zeng, Shuncheng Liu, Zhi Xu, Yuyang Xia, Ruyi Lai, Han Su |
| 2022 | DASFAA | Astral: An Autoencoder-Based Model for Pedestrian Trajectory Prediction of Variable-Length. | Yupeng Diao, Yiteng Su, Ximu Zeng, Xu Chen, Shuncheng Liu, Han Su |
| 2022 | ICDE | Detecting Loaded Trajectories for Hazardous Chemicals Transportation. | Shuncheng Liu, Zhi Xu, Huimin Ren, Tianfu He, Boyang Han, Jie Bao, Kai Zheng, Yu Zheng |
| 2022 | KDD | Efficient Join Order Selection Learning with Graph-based Representation. | Jin Chen, Guanyu Ye, Yan Zhao, Shuncheng Liu, Liwei Deng, Xu Chen, Rui Zhou, Kai Zheng |
| 2021 | CIKM | PATROL: A Velocity Control Framework for Autonomous Vehicle via Spatial-Temporal Reinforcement Learning. | Zhi Xu, Shuncheng Liu, Ziniu Wu, Xu Chen, Kai Zeng, Kai Zheng, Han Su |
| 2021 | DASFAA | SCSG Attention: A Self-centered Star Graph with Attention for Pedestrian Trajectory Prediction. | Xu Chen, Shuncheng Liu, Zhi Xu, Yupeng Diao, Shaozhi Wu, Kai Zheng, Han Su |
| 2021 | KDD | Lane Change Scheduling for Autonomous Vehicle: A Prediction-and-Search Framework. | Shuncheng Liu, Han Su, Yan Zhao, Kai Zeng, Kai Zheng |
| 2020 | DASFAA | Intention-Based Destination Recommendation in Navigation Systems. | Shuncheng Liu, Guanglin Cong, Bolong Zheng, Yan Zhao, Kai Zheng, Han Su |
| 2020 | FNC | The Application of Smart Meter in the Management of Electric Vehicle Charging Facilities. | Haotian Liu, Xi Zhu, Zhenfeng Xiao, Yefan Wu, Peizhe Li, Dawei Li, Kai Deng, Shuncheng Liu |