| 2026 | AAAI | Behavior Tokens Speak Louder: Disentangled Explainable Recommendation with Behavior Vocabulary. | Xinshun Feng, Mingzhe Liu, Yi Qiao, Tongyu Zhu, Leilei Sun, Shuai Wang |
| 2026 | ACL | The Sonar Moment: An Audio Geo-Localization Benchmark for Audio-Language Models. | Ruixing Zhang, Zihan Liu, Leilei Sun, Tongyu Zhu, Weifeng Lv |
| 2025 | CIKM | Urban In-context Learning: A New Paradigm for Urban Indicator Prediction. | Zerong Deng, Liangzhe Han, Tongyu Zhu, Ziqi Miao, Yi Xu, Leilei Sun |
| 2025 | ICONIP | Towards Urban Semantic Cognition: Investigating the Capability of LLMs in Understanding Urban Areas. | Mingzhe Liu, Zihang Xu, Kangting Xu, Tongyu Zhu, Leilei Sun |
| 2025 | IJCAI | RePST: Language Model Empowered Spatio-Temporal Forecasting via Semantic-Oriented Reprogramming. | Hao Wang, Jindong Han, Wei Fan, Leilei Sun, Hao Liu |
| 2025 | KDD | Large-scale Human Mobility Data Regeneration for Open Urban Research. | Ruixing Zhang, Yunqi Liu, Liangzhe Han, Leilei Sun, Chuanren Liu, Jibin Wang, Weifeng Lv |
| 2025 | KDD | Position-Aware Neighbor Aggregation for Dynamic Link Prediction. | Yumeng Zhou, Mingzhe Liu, Leilei Sun, Yifei Huang, Liangzhe Han, Chuanren Liu, Tongyu Zhu |
| 2024 | IJCAI | An NCDE-based Framework for Universal Representation Learning of Time Series. | Zihan Liu, Bowen Du, Junchen Ye, Xianqing Wen, Leilei Sun |
| 2024 | KDD | DyGKT: Dynamic Graph Learning for Knowledge Tracing. | Ke Cheng, Linzhi Peng, Pengyang Wang, Junchen Ye, Leilei Sun, Bowen Du |
| 2024 | KDD | Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction. | Ke Cheng, Linzhi Peng, Junchen Ye, Leilei Sun, Bowen Du |
| 2024 | KDD | MemMap: An Adaptive and Latent Memory Structure for Dynamic Graph Learning. | Shuo Ji, Mingzhe Liu, Leilei Sun, Chuanren Liu, Tongyu Zhu |
| 2024 | KSEM | Multi-mode Spatial-Temporal Data Modeling with Fully Connected Networks. | Zihang Liu, Le Yu, Weimiao Li, Tongyu Zhu, Leilei Sun |
| 2023 | AAAI | Predicting Temporal Sets with Simplified Fully Connected Networks. | Le Yu, Zihang Liu, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv |
| 2023 | AAAI | Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling. | Liangzhe Han, Ruixing Zhang, Leilei Sun, Bowen Du, Yanjie Fu, Tongyu Zhu |
| 2023 | AAAI | Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation. | Han Huang, Leilei Sun, Bowen Du, Weifeng Lv |
| 2023 | AAAI | Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning. | Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu |
| 2023 | EMNLP | Pretraining Language Models with Text-Attributed Heterogeneous Graphs. | Tao Zou, Le Yu, Yifei Huang, Leilei Sun, Bowen Du |
| 2023 | ICDE | PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation. | Mingzhe Liu, Han Huang, Hao Feng, Leilei Sun, Bowen Du, Yanjie Fu |
| 2023 | ICDM | Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing. | Wangyang Ying, Dongjie Wang, Kunpeng Liu, Leilei Sun, Yanjie Fu |
| 2023 | ICONIP | PBTR: Pre-training and Bidirectional Semantic Enhanced Trajectory Recovery. | Qiming Zhang, Tianxi Liao, Tongyu Zhu, Leilei Sun, Weifeng Lv |
| 2023 | IJCAI | Continuous-Time Graph Learning for Cascade Popularity Prediction. | Xiaodong Lu, Shuo Ji, Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu |
| 2023 | KDD | Community-based Dynamic Graph Learning for Popularity Prediction. | Shuo Ji, Xiaodong Lu, Mingzhe Liu, Leilei Sun, Chuanren Liu, Bowen Du, Hui Xiong |
| 2023 | KSEM | Sampling Spatial-Temporal Attention Network for Traffic Forecasting. | Mao Chen, Yi Xu, Liangzhe Han, Leilei Sun |
| 2023 | KSEM | Multivariate Long-Term Traffic Forecasting with Graph Convolutional Network and Historical Attention Mechanism. | Zhaohuan Wang, Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun |
| 2023 | SDM | Hierarchical Reinforced Urban Planning: Jointly Steering Region and Block Configurations. | Pengfei Wang, Daniel Wang, Kunpeng Liu, Dongjie Wang, Yuanchun Zhou, Leilei Sun, Yanjie Fu |
| 2022 | EMNLP | Exploiting Global and Local Hierarchies for Hierarchical Text Classification. | Ting Jiang, Deqing Wang, Leilei Sun, Zhongzhi Chen, Fuzhen Zhuang, Qinghong Yang |
| 2022 | ICDM | GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation. | Han Huang, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv |
| 2022 | IJCAI | Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction. | Ruixing Zhang, Liangzhe Han, Boyi Liu, Jiayuan Zeng, Leilei Sun |
| 2022 | KDD | Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction. | Liangzhe Han, Xiaojian Ma, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv, Hui Xiong |
| 2022 | KDD | Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting. | Junchen Ye, Zihan Liu, Bowen Du, Leilei Sun, Weimiao Li, Yanjie Fu, Hui Xiong |
| 2022 | KSEM | Spatial Semantic Learning for Travel Time Estimation. | Yi Xu, Leilei Sun, Bowen Du, Liangzhe Han |
| 2022 | WWW | Element-guided Temporal Graph Representation Learning for Temporal Sets Prediction. | Le Yu, Guanghui Wu, Leilei Sun, Bowen Du, Weifeng Lv |
| 2021 | AAAI | LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification. | Ting Jiang, Deqing Wang, Leilei Sun, Huayi Yang, Zhengyang Zhao, Fuzhen Zhuang |
| 2021 | AAAI | Coupled Layer-wise Graph Convolution for Transportation Demand Prediction. | Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong |
| 2021 | ICDM | Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning. | Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu |
| 2021 | KDD | Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting. | Liangzhe Han, Bowen Du, Leilei Sun, Yanjie Fu, Yisheng Lv, Hui Xiong |
| 2021 | KDD | Representation Learning on Knowledge Graphs for Node Importance Estimation. | Han Huang, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong |
| 2020 | APWEB | High Order Semantic Relations-Based Temporal Recommendation Model by Collaborative Knowledge Graph Learning. | Yongwei Qiao, Leilei Sun, Chunjing Xiao |
| 2020 | APWEB | Temporal Knowledge Graph Incremental Construction Model for Recommendation. | Chunjing Xiao, Leilei Sun, Wanlin Ji |
| 2020 | CVPR | Visual Parsing with Query-Driven Global Graph Attention (QD-GGA): Preliminary Results for Handwritten Math Formula Recognition. | Mahshad Mahdavi, Leilei Sun, Richard Zanibbi |
| 2020 | ICDM | Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection. | Dongjie Wang, Pengyang Wang, Jingbo Zhou, Leilei Sun, Bowen Du, Yanjie Fu |
| 2020 | KDD | Predicting Temporal Sets with Deep Neural Networks. | Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv |
| 2020 | SIGIR | Dual Sequential Network for Temporal Sets Prediction. | Leilei Sun, Yansong Bai, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv |
| 2019 | KDD | Co-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal Neural Network. | Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Xinran Tong, Hui Xiong |
| 2019 | KDD | Multiple Relational Attention Network for Multi-task Learning. | Jiejie Zhao, Bowen Du, Leilei Sun, Fuzhen Zhuang, Weifeng Lv, Hui Xiong |
| 2019 | UIC | Urban Micro-Circulation Bus Planning Based on Temporal and Spatial Travel Demand. | Bowen Du, Yanan Qiao, Jiejie Zhao, Leilei Sun, Weifeng Lv, Runhe Huang |
| 2019 | UIC | Traffic Accident Prediction Based on Deep Spatio-Temporal Analysis. | Le Yu, Bowen Du, Xiao Hu, Leilei Sun, Weifeng Lv, Runhe Huang |
| 2018 | KDD | A Treatment Engine by Predicting Next-Period Prescriptions. | Bo Jin, Haoyu Yang, Leilei Sun, Chuanren Liu, Yue Qu, Jianing Tong |
| 2017 | KDD | Effective and Real-time In-App Activity Analysis in Encrypted Internet Traffic Streams. | Junming Liu, Yanjie Fu, Jingci Ming, Yong Ren, Leilei Sun, Hui Xiong |
| 2017 | KDD | Functional Zone Based Hierarchical Demand Prediction For Bike System Expansion. | Junming Liu, Leilei Sun, Qiao Li, Jingci Ming, Yanchi Liu, Hui Xiong |
| 2017 | KDD | A Data-driven Process Recommender Framework. | Sen Yang, Xin Dong, Leilei Sun, Yichen Zhou, Richard A. Farneth, Hui Xiong, Randall S. Burd, Ivan Marsic |
| 2016 | KDD | Rebalancing Bike Sharing Systems: A Multi-source Data Smart Optimization. | Junming Liu, Leilei Sun, Weiwei Chen, Hui Xiong |
| 2016 | KDD | Data-driven Automatic Treatment Regimen Development and Recommendation. | Leilei Sun, Chuanren Liu, Chonghui Guo, Hui Xiong, Yanming Xie |