| 2025 | WWW | STKOpt: Automated Spatio-Temporal Knowledge Optimization for Traffic Prediction. | Yayao Hong, Liyue Chen, Leye Wang, Xiuhuai Xie, Guofeng Luo, Cheng Wang, Longbiao Chen |
| 2024 | IJCAI | LEAP: Optimization Hierarchical Federated Learning on Non-IID Data with Coalition Formation Game. | Jianfeng Lu, Yue Chen, Shuqin Cao, Longbiao Chen, Wei Wang, Yun Xin |
| 2023 | WWW | INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging. | Chuanpan Zheng, Xiaoliang Fan, Cheng Wang, Jianzhong Qi, Chaochao Chen, Longbiao Chen |
| 2022 | ICA3PP | Mining High-Value Patents Leveraging Massive Patent Data. | Ruixiang Luo, Lijuan Weng, Junxiang Ji, Longbiao Chen, Longhui Zhang |
| 2022 | UIC | iTA: Inferring Traffic Accident Hotspots with Vehicle Trajectories and Road Environment Data. | Jiannan Gao, Yigao Wang, Zhihan Jiang, Hang Zhu, Qiyue Zhong, Xiaoliang Fan, Longbiao Chen, Cheng Wang |
| 2022 | UIC | Modeling Crowdedness of Emergency Departments Leveraging Crowdsensing Mobility Data. | Tieqi Shou, Zhiyuan Wang, Shang Shi, Dingqi Yang, Binbin Zhou, Cheng Wang, Longbiao Chen |
| 2022 | UIC | Wildfire Detection and Burned Area Estimation Based on Multi-source Spatial Data. | Lijuan Weng, Ruixiang Luo, Menghan Huang, Cheng Wang, Longbiao Chen |
| 2021 | UIC | CovidPass: A Contactless Check-in System for Keeping Social Distance in Public Health Crisis. | Xin He, Hong Hong, Yanwen Liu, Xiaojuan Ma, Zhihan Jiang, Longbiao Chen, Ming Cheng, Cheng Wang, Yongchuan Li |
| 2020 | GPC | Demand-Responsive Windows Scheduling in Tertiary Hospital Leveraging Spatiotemporal Neural Networks. | Zhiyuan Wang, Ruiying Guo, Linghong Hong, Cheng Wang, Longbiao Chen |
| 2019 | CIKM | GMTL: A GART Based Multi-task Learning Model for Multi-Social-Temporal Prediction in Online Games. | Jianrong Tao, Linxia Gong, Changjie Fan, Longbiao Chen, Dezhi Ye, Sha Zhao |
| 2019 | EWSN | Data-Driven Bike Sharing System Optimization: State of the Art and Future Opportunities. | Longbiao Chen, Zhihan Jiang, Jiangtao Wang, Yasha Wang |
| 2019 | UIC | BikeNet: Accurate Bike Demand Prediction Using Graph Neural Networks for Station Rebalancing. | Ruiying Guo, Zhihan Jiang, Jingchun Huang, Jianrong Tao, Cheng Wang, Jonathan Li, Longbiao Chen |
| 2019 | UIC | iDrug: Pediatric Drug Interaction Modeling and Risk Evaluation Leveraging Prescription Big Data. | Yunting Shao, Linghong Hong, Tianqi Xie, Binbin Zhou, Jinzhun Wu, Ming Cheng, Cheng Wang, Jonathan Li, Longbiao Chen |
| 2018 | GPC | Sensing Urban Structures and Crowd Dynamics with Mobility Big Data. | Yan Liu, Longbiao Chen, Linjin Liu, Xiaoliang Fan, Sheng Wu, Cheng Wang, Jonathan Li |
| 2018 | ICWS | CommuteShare: A Ridesharing Service for Daily Commuters Using Cross-Domain Urban Big Data. | Xiaoliang Fan, Chang Xu, Fang Tang, Jianzhong Qi, Xiao Liu, Longbiao Chen, Cheng Wang |
| 2017 | ICWS | Unlicensed Taxis Detection Service Based on Large-Scale Vehicles Mobility Data. | Yujie Wang, Xiaoliang Fan, Xiao Liu, Chuanpan Zheng, Longbiao Chen, Cheng Wang, Jonathan Li |
| 2017 | UIC | Complementary base station clustering for cost-effective and energy-efficient cloud-RAN. | Longbiao Chen, Linjin Liu, Xiaoliang Fan, Jonathan Li, Cheng Wang, Gang Pan, Jrmie Jakubowicz, Thi Mai Trang Nguyen |
| 2016 | UIC | EnUp: Energy-Efficient Data Uploading for Mobile Crowd Sensing Applications. | Longbiao Chen, Leye Wang, Daqing Zhang, Shijian Li, Gang Pan |
| 2016 | UIC | An Empirical Study on Preference Distribution of Facebook Users. | Leye Wang, Xiao Han, Longbiao Chen |
| 2015 | UIC | Sensing the Pulse of Urban Activity Centers Leveraging Bike Sharing Open Data. | Longbiao Chen, Dingqi Yang, Jrmie Jakubowicz, Gang Pan, Daqing Zhang, Shijian Li |
| 2012 | PERCOM | Touch-driven interaction via an NFC-enabled smartphone. | Longbiao Chen, Gang Pan, Shijian Li |
| 2012 | UIC | WaterLady: A Case Study for Connecting Physical Devices into Social Networks. | Longbiao Chen, Yaochun Li, Zeming Zheng, Li Zhang, Dan He, Xiaolong Li, Sha Zhao, Shijian Li, Gang Pan |