| 2026 | AAAI | UNO! UNified Offline Training Paradigm for Learning Path Recommendation. | Linzhi Peng, Wentao Zhu, Ke Cheng, Heng Chang, Junchen Ye, Bowen Du, Weifeng Lv |
| 2026 | AAAI | Global-Lens Transformers: Adaptive Token Mixing for Dynamic Link Prediction. | Tao Zou, Chengfeng Wu, Tianxi Liao, Junchen Ye, Bowen Du |
| 2026 | KDD | Incident-Guided Spatiotemporal Traffic Forecasting. | Lixiang Fan, Bohao Li, Tao Zou, Junchen Ye, Bowen Du |
| 2026 | WSDM | RPE4Rec: Enhancing Dynamic Node Retrieval with Efficient Relative Position Encoding for Recommendation Systems. | Ke Cheng, Heng Chang, Pengyang Wang, Liang Gu, Jiandong Ding, Yi Cao, Junchen Ye, Bowen Du |
| 2025 | ICCV | SIS-Challenge: Event-Based Spatio-Temporal Instance Segmentation Challenge at the CVPR 2025 Event-Based Vision Workshop. | Friedhelm Hamann, Emil Mededovic, Fabian Glhan, Yue Wu, Johannes Stegmaier, Jing He, Yiqing Wang, Kexin Zhang, Lingling Li, Licheng Jiao, Mengru Ma, Hongxiang Huang, Yuhao Yan, Hongwei Ren, Xiaopeng Lin, Yulong Huang, Bojun Cheng, Se Hyun Lee, Gyu Sung Ham, Kanghan Oh, Gi Hyun Lim, Boxuan Yang, Bowen Du, Guillermo Gallego |
| 2025 | ICDE | Catch Me If You Can: A Multi-Agent Synthetic Fraud Detection Framework for Complex Networks. | Qianyu Wang, Wei-Tek Tsai, Tianyu Shi, Zhuang Liu, Bowen Du |
| 2025 | KDD | On the Scalability of Temporal Relative Positional Encoding for Dynamic Link Prediction. | Ke Cheng, Linzhi Peng, Pengyang Wang, Heng Chang, Junchen Ye, Bowen Du |
| 2024 | CSCWD | RSTIE-KGC: A Relation Sensitive Textual Information Enhanced Knowledge Graph Completion Model. | Wenyue Li, Sapae Phyu, Qin Liu, Bowen Du, Junyan Zhang, Hongming 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 | Repeat-Aware Neighbor Sampling for Dynamic Graph Learning. | Tao Zou, Yuhao Mao, Junchen Ye, Bowen Du |
| 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 | WCNC | Hermes: Fast Semi-Asynchronous Federated Learning in LEO Constellations. | Yan Chen, Jun Liu, Jiejie Zhao, Guanjun Jiang, Haiquan Wang, Bowen Du |
| 2024 | SEKE | STGAN-CR: A Swin Transformer-Enhanced GAN Framework for Effective Cloud Removal in Satellite Imagery. | Hongming Zhu, Zeju Wang, Manxin Xu, Jipeng Zhang, Qin Liu, Bowen Du |
| 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 | 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 | ICPADS | Towards a Lightweight Stress Prediction Model: a Study on Dimension Reduction and Individual Models in HRV Analysis. | Zeyang Cui, Yanbo Ma, Muxin Ma, Runhe Huang, Bowen Du |
| 2023 | ICPADS | Decentralized Subgraph Learning for Spatial-Temporal Data Modeling. | Haiquan Wang, Wei Yan, Jiejie Zhao, Bowen Du, Chenzhi He, Yanbo Ma, Runhe Huang |
| 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 | SMC | MTN: A Multi-Scale Transformer Network for Different Resolution Remote Sensing Images Change Detection. | Hongming Zhu, Guodong Wu, Zeju Wang, Manxin Xu, Qin Liu, Sicong Liu, Bowen Du |
| 2022 | CSCWD | A Multiple Locking Group Scheme for Flexible Semantic Conflict Prevention in Real-Time Collaborative Programming. | Wenhua Xu, Yifan Ma, Hongguang Zhou, Mingjie Wang, Bowen Du, Hongfei Fan |
| 2022 | CSCWD | Context-based Operation Merging in Real-Time Collaborative Programming Environments. | Hongguang Zhou, Yifan Ma, Wenhua Xu, Mingjie Wang, Bowen Du, Hongfei Fan |
| 2022 | ECCV | Cross-Domain Few-Shot Semantic Segmentation. | Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Bowen Du, Chang-Tien Lu |
| 2022 | ICDM | GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation. | Han Huang, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv |
| 2022 | ICTAC | Human-Cyber-Physical Automata and Their Synthesis. | Miaomiao Zhang, Wanwei Liu, Xiaochen Tang, Bowen Du, Zhiming Liu |
| 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 | 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 |
| 2021 | SEKE | Conv-Reluplex : A Verification Framework For Convolution Neural Networks (S). | Jin Xu, Zishan Li, Miaomiao Zhang, Bowen Du |
| 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 | IJCAI | Rebalancing Expanding EV Sharing Systems with Deep Reinforcement Learning. | Man Luo, Wenzhe Zhang, Tianyou Song, Kun Li, Hongming Zhu, Bowen Du, Hongkai Wen |
| 2020 | ISCC | Reluplex made more practical: Leaky ReLU. | Jin Xu, Zishan Li, Bowen Du, Miaomiao Zhang, Jing Liu |
| 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 |
| 2020 | SEKE | Modeling Relation Path for Knowledge Graph via Dynamic Projection. | Hongming Zhu, Yizhi Jiang, Xiaowen Wang, Hongfei Fan, Qin Liu, Bowen Du |
| 2019 | CVPR | EV-Gait: Event-Based Robust Gait Recognition Using Dynamic Vision Sensors. | Yanxiang Wang, Bowen Du, Yiran Shen, Kai Wu, Guangrong Zhao, Jianguo Sun, Hongkai Wen |
| 2019 | DASC | Predicting Food POI Attractions for Smart Business using Passenger Commuting Patterns. | Syed Muhammad Asim Ali Rizvi, Weifeng Lv, Bowen Du, Haiquan Wang, Runhe Huang |
| 2019 | DASFAA | Spatial Bottleneck Minimum Task Assignment with Time-Delay. | Long Li, Jingzhi Fang, Bowen Du, Weifeng Lv |
| 2019 | ICDCN | HydraDoctor: real-time liquids intake monitoring by collaborative sensing. | Bowen Du, Chris Xiaoxuan Lu, Xuan Kan, Kai Wu, Man Luo, Jianfeng Hou, Kai Li, Salil S. Kanhere, Yiran Shen, Hongkai Wen |
| 2019 | ICTAI | High-Speed Rail Operating Environment Recognition Based on Neural Network and Adversarial Training. | Xiaoxue Hou, Jie An, Miaomiao Zhang, Bowen Du, Jing Liu |
| 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 | MICCAI | Weakly Supervised Brain Lesion Segmentation via Attentional Representation Learning. | Kai Wu, Bowen Du, Man Luo, Hongkai Wen, Yiran Shen, Jianfeng Feng |
| 2019 | MSR | Generating commit messages from diffs using pointer-generator network. | Qin Liu, Zihe Liu, Hongming Zhu, Hongfei Fan, Bowen Du, Yu Qian |
| 2019 | WWW | Autonomous Learning for Face Recognition in the Wild via Ambient Wireless Cues. | Chris Xiaoxuan Lu, Xuan Kan, Bowen Du, Changhao Chen, Hongkai Wen, Andrew Markham, Niki Trigoni, John A. Stankovic |
| 2019 | SEKE | Multistep Flow Prediction on Car-Sharing Systems: A Multi-Graph Convolutional Neural Network with Attention Mechanism. | Yi Luo, Qin Liu, Hongming Zhu, Hongfei Fan, Tianyou Song, Chang Wu Yu, Bowen Du |
| 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 | Leveraging Graph Neural Network with LSTM For Traffic Speed Prediction. | Zhilong Lu, Weifeng Lv, Zhipu Xie, Bowen Du, 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 | AAAI | S-Net: From Answer Extraction to Answer Synthesis for Machine Reading Comprehension. | Chuanqi Tan, Furu Wei, Nan Yang, Bowen Du, Weifeng Lv, Ming Zhou |
| 2018 | DASC | Anomaly Prediction in Passenger Flow with Knowledge Transfer Method. | Zhipu Xie, Weifeng Lv, Syed Muhammad Asim Ali, Bowen Du, Runhe Huang |
| 2018 | KDD | Demand-Aware Charger Planning for Electric Vehicle Sharing. | Bowen Du, Yongxin Tong, Zimu Zhou, Qian Tao, Wenjun Zhou |
| 2018 | PERCOM | Shake-n-Shack: Enabling Secure Data Exchange Between Smart Wearables via Handshakes. | Yiran Shen, Fengyuan Yang, Bowen Du, Weitao Xu, Chengwen Luo, Hongkai Wen |
| 2018 | SIGMOD | Dynamic Pricing in Spatial Crowdsourcing: A Matching-Based Approach. | Yongxin Tong, Libin Wang, Zimu Zhou, Lei Chen, Bowen Du, Jieping Ye |
| 2018 | SENSYS | Automatic Face Recognition Adaptation via Ambient Wireless Identifiers. | Chris Xiaoxuan Lu, Peijun Zhao, Bowen Du, Hongkai Wen, Andrew Markham, Stefano Rosa, Niki Trigoni |
| 2018 | UIC | Graph CNNs for Urban Traffic Passenger Flows Prediction. | Jing Li, Hao Peng, Lin Liu, Guixi Xiong, Bowen Du, Hongyuan Ma, Lihong Wang, Md. Zakirul Alam Bhuiyan |
| 2018 | UIC | Optimization of Bus Lines Based on Passenger Group Moving Behaviors. | Syed Muhammad Asim Ali Rizvi, Weifeng Lv, Bowen Du, Zhipu Xie, Runhe Huang |
| 2018 | UIC | Deep Convolutional Mesh RNN for Urban Traffic Passenger Flows Prediction. | Zou Zhene, Hao Peng, Liu Lin, Guixi Xiong, Bowen Du, Md. Zakirul Alam Bhuiyan, Yuntao Long, Da Li |
| 2017 | APWEB | Finding Optimal Team for Multi-skill Task in Spatial Crowdsourcing. | Qian Tao, Bowen Du, Tianshu Song, Ke Xu |
| 2017 | SENSYS | VeriNet: User Verification on Smartwatches via Behavior Biometrics. | Chris Xiaoxuan Lu, Bowen Du, Xuan Kan, Hongkai Wen, Andrew Markham, Niki Trigoni |
| 2017 | SENSYS | Towards Self-supervised Face Labeling via Cross-modality Association. | Chris Xiaoxuan Lu, Xuan Kan, Stefano Rosa, Bowen Du, Hongkai Wen, Andrew Markham, Niki Trigoni |
| 2017 | UIC | Forecasting car rental demand based temporal and spatial travel patterns. | Shuo Lei, Haiquan Wang, Chen Yang, Bowen Du, Runxing Zhong, Runhe Huang |
| 2017 | UIC | Spatiotemporal multi-task learning for citywide passenger flow prediction. | Runxing Zhong, Weifeng Lv, Bowen Du, Shuo Lei, Runhe Huang |
| 2016 | DASFAA | Correlation Feature of Big Data in Smart Cities. | Yi Zhang, Xiaolan Tang, Bowen Du, Weilin Liu, Juhua Pu, Yujun Chen |
| 2016 | KDD | Catch Me If You Can: Detecting Pickpocket Suspects from Large-Scale Transit Records. | Bowen Du, Chuanren Liu, Wenjun Zhou, Zhenshan Hou, Hui Xiong |
| 2013 | UIC | Understand Group Travel Behaviors in an Urban Area Using Mobility Pattern Mining. | Bowen Du, Yang Yang, Weifeng Lv |
| 2010 | ICAART | An Efficient Algorithm to Estimate Real-time Traffic Information based on Multiple Data Sources. | Bowen Du, Yun Liang, Dianfu Ma, Weifeng Lv, Tongyu Zhu |
| 2010 | ISCC | ACTGIS: A Web-based collaborative tiled Geospatial image map system. | Chunyang Hu, Yongwang Zhao, Xin Wei, Bowen Du, Yonggang Huang, Dianfu Ma, Xuan Li |
| 2009 | ISDA | An FCD Information Processing Model under Traffic Signal Control. | Weifeng Lv, Leishi Xu, Tongyu Zhu, Bowen Du, Dongdong Wu |