| 2026 | ICDE | Energy-Efficient Autonomous Driving With Adaptive Perception and Robust Decision. | Yuyang Xia, Zibo Liang, Liwei Deng, Yan Zhao, Han Su, Kai Zheng |
| 2026 | ICDE | Data-Segmentation Prompt Based Continual Learning Framework for Online Spatio-Temporal Prediction. | Banglie Yang, Liwei Deng, Cheng Dai, Kai Zheng |
| 2025 | CIKM | Enhancing Multi-Behavior Sequential Recommenders with Behavior-Aware Regularization. | Yongfu Fan, Jin Chen, Yangzixuan Jiao, Ximu Zeng, Liwei Deng, Kai Zheng |
| 2025 | ICDE | Towards Accurate Distance Estimation for Distribution-Aware c-ANN Search. | Liwei Deng, Penghao Chen, Ximu Zeng, Yuchen Fang, Jin Chen, Yan Zhao |
| 2025 | ICDE | Exact and Efficient Similar Subtrajectory Search: Integrating Constraints and Simplification. | Liwei Deng, Fei Wang, Tianfu Wang, Yan Zhao, Yuyang Xia, Kai Zheng |
| 2025 | ICDE | Optimizing Multi-Center Collaboration for Task Assignment in Spatial Crowdsourcing. | Ximu Zeng, Jianxing Lin, Liwei Deng, Yuchen Fang, Yan Zhao, Kai Zheng |
| 2025 | KDD | Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective. | Yuchen Fang, Yuxuan Liang, Bo Hui, Zezhi Shao, Liwei Deng, Xu Liu, Xinke Jiang, Kai Zheng |
| 2025 | WWW | LIRA: A Learning-based Query-aware Partition Framework for Large-scale ANN Search. | Ximu Zeng, Liwei Deng, Penghao Chen, Xu Chen, Han Su, Kai Zheng |
| 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 | Task Recommendation in Spatial Crowdsourcing: A Trade-Off Between Diversity and Coverage. | Liwei Deng, Yan Zhao, Yue Cui, Yuyang Xia, Jin Chen, 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 |
| 2024 | KDD | COMET: NFT Price Prediction with Wallet Profiling. | Tianfu Wang, Liwei Deng, Chao Wang, Jianxun Lian, Yue Yan, Nicholas Jing Yuan, Qi Zhang, Hui Xiong |
| 2023 | ACL | History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling. | Hao Sun, Yang Li, Liwei Deng, Bowen Li, Binyuan Hui, Binhua Li, Yunshi Lan, Yan Zhang, Yongbin Li |
| 2023 | DASFAA | Fusing Local and Global Mobility Patterns for Trajectory Recovery. | Liwei Deng, Yan Zhao, Hao Sun, Changjie Yang, Jiandong Xie, Kai Zheng |
| 2023 | DASFAA | SimiDTR: Deep Trajectory Recovery with Enhanced Trajectory Similarity. | Yupu Zhang, Liwei Deng, Yan Zhao, Jin Chen, Jiandong Xie, Kai Zheng |
| 2023 | WSDM | Adversarial Autoencoder for Unsupervised Time Series Anomaly Detection and Interpretation. | Xuanhao Chen, Liwei Deng, Yan Zhao, 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 | 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 | Task Assignment with Federated Preference Learning in Spatial Crowdsourcing. | Jiaxin Liu, Liwei Deng, Hao Miao, Yan Zhao, Kai 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 |
| 2022 | MDM | CityCross: Transferring Attention-based Knowledge for Location-based Advertising Recommendation. | Dazhuo Qiu, Yihao Wang, Yan Zhao, Liwei Deng, Kai Zheng |
| 2022 | WWW | Outlier Detection for Streaming Task Assignment in Crowdsourcing. | Yan Zhao, Xuanhao Chen, Liwei Deng, Tung Kieu, Chenjuan Guo, Bin Yang, Kai Zheng, Christian S. Jensen |
| 2021 | CIKM | PeriodicMove: Shift-aware Human Mobility Recovery with Graph Neural Network. | Hao Sun, Changjie Yang, Liwei Deng, Fan Zhou, Feiteng Huang, Kai Zheng |
| 2021 | DASFAA | HIFI: Anomaly Detection for Multivariate Time Series with High-order Feature Interactions. | Liwei Deng, Xuanhao Chen, Yan Zhao, Kai Zheng |
| 2021 | DASFAA | Personalized Dynamic Knowledge-Aware Recommendation with Hybrid Explanations. | Hao Sun, Zijian Wu, Yue Cui, Liwei Deng, Yan Zhao, Kai Zheng |
| 2021 | ICDE | DAEMON: Unsupervised Anomaly Detection and Interpretation for Multivariate Time Series. | Xuanhao Chen, Liwei Deng, Feiteng Huang, Chengwei Zhang, Zongquan Zhang, Yan Zhao, Kai Zheng |
| 2019 | KDD | Hidden POI Ranking with Spatial Crowdsourcing. | Yue Cui, Liwei Deng, Yan Zhao, Bin Yao, Vincent W. Zheng, Kai Zheng |