| 2026 | KDD | UniLLM: A Unified Large Language Model for Multi?Modal Urban Dynamics Prediction. | Yuhang Liu, Yingxue Zhang, Xin Zhang, Yanhua Li, Jun Luo |
| 2025 | AAAI | Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary. | Yanhua Li, Xiaocao Ouyang, Chaofan Pan, Jie Zhang, Sen Zhao, Shuyin Xia, Xin Yang, Guo-Yin Wang, Tianrui Li |
| 2025 | ICDM | MARCEL: Multifaceted SpAtial-TempoRal ContrastivE Learning for Generic Spatial-Temporal Representations. | Yuhang Liu, Yingxue Zhang, Xin Zhang, Yu Yang, Yanhua Li, Jun Luo |
| 2025 | KDD | The 14th International Workshop on Urban Computing. | Yuxuan Liang, Yu Zheng, Chuishi Meng, Yanhua Li, Jieping Ye, Philip S. Yu, Ouri Wolfson |
| 2025 | KDD | UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models. | Yuhang Liu, Yingxue Zhang, Xin Zhang, Ling Tian, Yanhua Li, Jun Luo |
| 2024 | ICDM | Align Along Time and Space: A Graph Latent Diffusion Model for Traffic Dynamics Prediction. | Yuhang Liu, Yingxue Zhang, Xin Zhang, Yu Yang, Yiqun Xie, Sahar Ghanipoor Machiani, Yanhua Li, Jun Luo |
| 2024 | ICDM | Adaptive Process-Guided Learning: An Application in Predicting Lake DO Concentrations. | Runlong Yu, Chonghao Qiu, Robert Ladwig, Paul C. Hanson, Yiqun Xie, Yanhua Li, Xiaowei Jia |
| 2024 | IROS | Loss Distillation via Gradient Matching for Point Cloud Completion with Weighted Chamfer Distance. | Fangzhou Lin, Haotian Liu, Haoying Zhou, Songlin Hou, Kazunori D. Yamada, Gregory S. Fischer, Yanhua Li, Haichong K. Zhang, Ziming Zhang |
| 2024 | KDD | The 13th International Workshop on Urban Computing. | Yuxuan Liang, Chuishi Meng, Yanhua Li, Yu Zheng, Jieping Ye, Qiang Yang, Philip S. Yu, Ouri Wolfson |
| 2024 | KDD | Urban-Focused Multi-Task Offline Reinforcement Learning with Contrastive Data Sharing. | Xinbo Zhao, Yingxue Zhang, Xin Zhang, Yu Yang, Yiqun Xie, Yanhua Li, Jun Luo |
| 2024 | SDM | Only Attending What Matter within Trajectories - | Mingzhi Hu, Xin Zhang, Yanhua Li, Yiqun Xie, Xiaowei Jia, Xun Zhou, Jun Luo |
| 2024 | SDM | Spatial-Temporal Augmented Adaptation via Cycle-Consistent Adversarial Network: An Application in Streamflow Prediction. | Nasrin Kalanat, Yiqun Xie, Yanhua Li, Xiaowei Jia |
| 2023 | AAAI | Symphony in the Latent Space: Provably Integrating High-Dimensional Techniques with Non-linear Machine Learning Models. | Qiong Wu, Jian Li, Zhenming Liu, Yanhua Li, Mihai Cucuringu |
| 2023 | ICDM | CAC: Enabling Customer-Centered Passenger-Seeking for Self-Driving Ride Service with Conservative Actor-Critic. | Palawat Busaranuvong, Xin Zhang, Yanhua Li, Xun Zhou, Jun Luo |
| 2023 | ICDM | Self-supervised Pre-training for Robust and Generic Spatial-Temporal Representations. | Mingzhi Hu, Zhuoyun Zhong, Xin Zhang, Yanhua Li, Yiqun Xie, Xiaowei Jia, Xun Zhou, Jun Luo |
| 2023 | ICDM | Distributional Cloning for Stabilized Imitation Learning via ADMM. | Xin Zhang, Yanhua Li, Ziming Zhang, Christopher G. Brinton, Zhenming Liu, Zhi-Li Zhang |
| 2023 | KDD | ST-iFGSM: Enhancing Robustness of Human Mobility Signature Identification Model via Spatial-Temporal Iterative FGSM. | Mingzhi Hu, Xin Zhang, Yanhua Li, Xun Zhou, Jun Luo |
| 2023 | KDD | The 12th International Workshop on Urban Computing. | Chuishi Meng, Yanhua Li, Yu Zheng, Jieping Ye, Qiang Yang, Philip S. Yu, Ouri Wolfson |
| 2023 | WACV | Learning Lightweight Neural Networks via Channel-Split Recurrent Convolution. | Guojun Wu, Xin Zhang, Ziming Zhang, Yanhua Li, Xun Zhou, Christopher G. Brinton, Zhenming Liu |
| 2023 | SDM | STM-GAIL: Spatial-Temporal Meta-GAIL for Learning Diverse Human Driving Strategies. | Yingxue Zhang, Yanhua Li, Xun Zhou, Ziming Zhang, Jun Luo |
| 2023 | SDM | Domain Disentangled Meta-Learning. | Xin Zhang, Yanhua Li, Ziming Zhang, Zhi-Li Zhang |
| 2022 | CoNEXT | 5GNN: extrapolating 5G measurements through GNNs. | Wei Ye, Xinyue Hu, Tian Liu, Ruoyu Sun, Yanhua Li, Zhi-Li Zhang |
| 2022 | ICDM | Mest-GAN: Cross-City Urban Traffic Estimation with Me ta S patial-T emporal G enerative A dversarial N etworks. | Yingxue Zhang, Yanhua Li, Xun Zhou, Jun Luo |
| 2022 | ICDM | STrans-GAN: Spatially-Transferable Generative Adversarial Networks for Urban Traffic Estimation. | Yingxue Zhang, Yanhua Li, Xun Zhou, Xiangnan Kong, Jun Luo |
| 2022 | ICDM | STORM-GAN: Spatio-Temporal Meta-GAN for Cross-City Estimation of Human Mobility Responses to COVID-19. | Han Bao, Xun Zhou, Yiqun Xie, Yanhua Li, Xiaowei Jia |
| 2022 | KDD | The 11th International Workshop on Urban Computing. | Chuishi Meng, Yanhua Li, Yu Zheng, Jieping Ye, Qiang Yang, Philip S. Yu, Ouri Wolfson |
| 2022 | SDM | HintNet: Hierarchical Knowledge Transfer Networks for Traffic Accident Forecasting on Heterogeneous Spatio-Temporal Data. | Bang An, Amin Vahedian, Xun Zhou, W. Nick Street, Yanhua Li |
| 2021 | ICDM | C | Yingxue Zhang, Yanhua Li, Xun Zhou, Zhenming Liu, Jun Luo |
| 2021 | ICDM | DAC-ML: Domain Adaptable Continuous Meta-Learning for Urban Dynamics Prediction. | Xin Zhang, Yanhua Li, Xun Zhou, Oren Mangoubi, Ziming Zhang, Vincent Filardi, Jun Luo |
| 2021 | ICDM | Deep Incremental RNN for Learning Sequential Data: A Lyapunov Stable Dynamical System. | Ziming Zhang, Guojun Wu, Yanhua Li, Yun Yue, Xun Zhou |
| 2021 | KDD | MTrajRec: Map-Constrained Trajectory Recovery via Seq2Seq Multi-task Learning. | Huimin Ren, Sijie Ruan, Yanhua Li, Jie Bao, Chuishi Meng, Ruiyuan Li, Yu Zheng |
| 2021 | VTC | WUS Mapping Scheme on DRX Mechanism. | Yu Zhou, Yuehong Gao, Xin Zhang, Ziyang Zhang, Yanhua Li |
| 2020 | CIKM | A Joint Inverse Reinforcement Learning and Deep Learning Model for Drivers' Behavioral Prediction. | Guojun Wu, Yanhua Li, Shikai Luo, Ge Song, Qichao Wang, Jing He, Jieping Ye, Xiaohu Qie, Hongtu Zhu |
| 2020 | ICDM | cST-ML: Continuous Spatial-Temporal Meta-Learning for Traffic Dynamics Prediction. | Yingxue Zhang, Yanhua Li, Xun Zhou, Jun Luo |
| 2020 | ICDM | TrajGAIL: Trajectory Generative Adversarial Imitation Learning for Long-term Decision Analysis. | Xin Zhang, Yanhua Li, Xun Zhou, Ziming Zhang, Jun Luo |
| 2020 | KDD | xGAIL: Explainable Generative Adversarial Imitation Learning for Explainable Human Decision Analysis. | Menghai Pan, Weixiao Huang, Yanhua Li, Xun Zhou, Jun Luo |
| 2020 | KDD | ST-SiameseNet: Spatio-Temporal Siamese Networks for Human Mobility Signature Identification. | Huimin Ren, Menghai Pan, Yanhua Li, Xun Zhou, Jun Luo |
| 2020 | KDD | Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks. | Yingxue Zhang, Yanhua Li, Xun Zhou, Xiangnan Kong, Jun Luo |
| 2020 | WWW | What is the Human Mobility in a New City: Transfer Mobility Knowledge Across Cities. | Tianfu He, Jie Bao, Ruiyuan Li, Sijie Ruan, Yanhua Li, Li Song, Hui He, Yu Zheng |
| 2020 | WWW | Inferring Passengers' Interactive Choices on Public Transits via MA-AL: Multi-Agent Apprenticeship Learning. | Mingzhou Yang, Yanhua Li, Xun Zhou, Hui Lu, Zhihong Tian, Jun Luo |
| 2019 | AAAI | Predicting Urban Dispersal Events: A Two-Stage Framework through Deep Survival Analysis on Mobility Data. | Amin Vahedian, Xun Zhou, Ling Tong, W. Nick Street, Yanhua Li |
| 2019 | ICDM | TrafficGAN: Off-Deployment Traffic Estimation with Traffic Generative Adversarial Networks. | Yingxue Zhang, Yanhua Li, Xun Zhou, Xiangnan Kong, Jun Luo |
| 2019 | ICDM | Unveiling Taxi Drivers' Strategies via cGAIL: Conditional Generative Adversarial Imitation Learning. | Xin Zhang, Yanhua Li, Xun Zhou, Jun Luo |
| 2019 | SDM | Dissecting the Learning Curve of Taxi Drivers: A Data-Driven Approach. | Menghai Pan, Yanhua Li, Xun Zhou, Zhenming Liu, Rui Song, Hui Lu, Jun Luo |
| 2018 | ICDM | Human-Centric Urban Transit Evaluation and Planning. | Guojun Wu, Yanhua Li, Jie Bao, Yu Zheng, Jieping Ye, Jun Luo |
| 2018 | KDD | Detecting Vehicle Illegal Parking Events using Sharing Bikes' Trajectories. | Tianfu He, Jie Bao, Ruiyuan Li, Sijie Ruan, Yanhua Li, Chao Tian, Yu Zheng |
| 2017 | ICDE | Mining Spatio-Temporal Reachable Regions over Massive Trajectory Data. | Guojun Wu, Yichen Ding, Yanhua Li, Jie Bao, Yu Zheng, Jun Luo |
| 2017 | INFOCOM | Modeling urban trip demands in cloud-commuting system: A holistic approach. | Guanxiong Liu, Menghai Pan, Yanhua Li, Zhi-Li Zhang, Jun Luo |
| 2017 | KDD | Planning Bike Lanes based on Sharing-Bikes' Trajectories. | Jie Bao, Tianfu He, Sijie Ruan, Yanhua Li, Yu Zheng |
| 2017 | RTSS | REC: Predictable Charging Scheduling for Electric Taxi Fleets. | Zheng Dong, Cong Liu, Yanhua Li, Jie Bao, Yu Gu, Tian He |
| 2016 | CIKM | Collective Traffic Prediction with Partially Observed Traffic History using Location-Based Social Media. | Xinyue Liu, Xiangnan Kong, Yanhua Li |
| 2016 | HPCC | Near Data Computation for Message-Passing Chip-Multiprocessors. | Yanhua Li, Youhui Zhang, Kunpeng Song, Haibin Wang, Weiming Zheng |
| 2016 | ICDM | The Optimal Distribution of Electric-Vehicle Chargers across a City. | Chen Liu, Ke Deng, Chaojie Li, Jianxin Li, Yanhua Li, Jun Luo |
| 2016 | INFOCOM | T2CBS: Mining taxi trajectories for customized bus systems. | Yan Lyu, Chi-Yin Chow, Victor C. S. Lee, Yanhua Li, Jia Zeng |
| 2016 | IGARSS | An improved method of compensating the mutual coupling effect for aperture synthesis radiometers. | Hailiang Lu, Qingxia Li, Wenchao Zheng, Yan Li, Qianqian Zhang, Yanhua Li, Yue Yuan |
| 2016 | SAC | Toward accurate energy-efficient cellular network: switching off excessive carriers based on traffic profiling. | Bin Cao, Jing Fan, Mingxuan Yuan, Yanhua Li |
| 2015 | CIKM | Sampling Big Trajectory Data. | Yanhua Li, Chi-Yin Chow, Ke Deng, Mingxuan Yuan, Jia Zeng, Jia-Dong Zhang, Qiang Yang, Zhi-Li Zhang |
| 2015 | ICDE | Growing the charging station network for electric vehicles with trajectory data analytics. | Yanhua Li, Jun Luo, Chi-Yin Chow, Kam-Lam Chan, Ye Ding, Fan Zhang |
| 2015 | ICDM | Dissecting Regional Weather-Traffic Sensitivity Throughout a City. | Ye Ding, Yanhua Li, Ke Deng, Haoyu Tan, Mingxuan Yuan, Lionel M. Ni |
| 2015 | WWW | Pivotality of Nodes in Reachability Problems Using Avoidance and Transit Hitting Time Metrics. | Golshan Golnari, Yanhua Li, Zhi-Li Zhang |
| 2015 | WWW | Understanding Complex Networks Using Graph Spectrum. | Yanhua Li, Zhi-Li Zhang |
| 2015 | SIGMOD | Telco Churn Prediction with Big Data. | Yiqing Huang, Fangzhou Zhu, Mingxuan Yuan, Ke Deng, Yanhua Li, Bing Ni, Wenyuan Dai, Qiang Yang, Jia Zeng |
| 2014 | ICDE | Region sampling and estimation of geosocial data with dynamic range calibration. | Yanhua Li, Moritz Steiner, Jie Bao, Limin Wang, Ting Zhu |
| 2013 | ICA3PP | Cache Optimizations of Distributed Storage for Software Streaming Services. | Youhui Zhang, Peng Qu, Yanhua Li, Hongwei Wang, Weimin Zheng |
| 2013 | ICDCS | Coordinating In-Network Caching in Content-Centric Networks: Model and Analysis. | Yanhua Li, Haiyong Xie, Yonggang Wen, Zhi-Li Zhang |
| 2013 | ICNP | vRGW: Towards network function virtualization enabled by software defined networking. | Haiyong Xie, Yanhua Li, Jin Wang, Diego R. Lpez, Tina Tsou, Yonggang Wen |
| 2013 | INFOCOM | Exploring venue popularity in Foursquare. | Yanhua Li, Moritz Steiner, Limin Wang, Zhi-Li Zhang, Jie Bao |
| 2013 | INFOCOM | Exploring venue popularity in foursquare. | Yanhua Li, Moritz Steiner, Limin Wang, Zhi-Li Zhang, Jie Bao |
| 2013 | WSDM | Influence diffusion dynamics and influence maximization in social networks with friend and foe relationships. | Yanhua Li, Wei Chen, Yajun Wang, Zhi-Li Zhang |
| 2012 | CoNEXT | Dissecting foursquare venue popularity via random region sampling. | Yanhua Li, Moritz Steiner, Limin Wang, Zhi-Li Zhang, Jie Bao |
| 2012 | WAW | Mutual or Unrequited Love: Identifying Stable Clusters in Social Networks with Uni- and Bi-directional Links. | Yanhua Li, Zhi-Li Zhang, Jie Bao |
| 2011 | ICDCS | The Routing Continuum from Shortest-Path to All-Path: A Unifying Theory. | Yanhua Li, Zhi-Li Zhang, Daniel Boley |
| 2011 | IMC | Counting YouTube videos via random prefix sampling. | Jia Zhou, Yanhua Li, Vijay Kumar Adhikari, Zhi-Li Zhang |
| 2010 | GLOBECOM | LOR: Localized Opportunistic Routing in Large-Scale Wireless Network. | Yanhua Li, Debin Zou, Hao Wang, Zheng Zhou, Yuanan Liu, Yan Qiao |
| 2010 | GLOBECOM | Two-Degree-of-Freedom Congestion Control Strategy against Time Delay and Disturbance. | Hao Wang, Wei Wei, Yanhua Li, Chenda Liao, Yan Qiao, Zuohua Tian |
| 2010 | INFOCOM | Random Walks on Digraphs: A Theoretical Framework for Estimating Transmission Costs in Wireless Routing. | Yanhua Li, Zhi-Li Zhang |
| 2010 | WAW | Random Walks on Digraphs, the Generalized Digraph Laplacian and the Degree of Asymmetry. | Yanhua Li, Zhi-Li Zhang |
| 2009 | GLOBECOM | On the Efficiency of Random Walk Routing in Multihop Wireless Network. | Yanhua Li, Debin Zou, Yuanan Liu, Zheng Zhou, Yong Li |
| 2009 | MASS | Optimal Forwarder List Selection in Opportunistic Routing. | Yanhua Li, Wei Chen, Zhi-Li Zhang |
| 2009 | WCNC | Local scheduling scheme for opportunistic routing. | Yanhua Li, Yuanan Liu, Li Li, Pengkui Luo |
| 2009 | WCNC | QoS-aware on-demand channel width adaptation protocols for multi-radio ad-hoc networks. | Li Li, Chunyuan Zhang, Yanhua Li |
| 1999 | CVPR | An Efficient Recursive Factorization Method for Determining Structure from Motion. | Yanhua Li, Michael J. Brooks |