| 2026 | ACL | Your Inference Request Will Become a Black Box: Confidential Inference for Cloud-based Large Language Models. | Chung-ju Huang, Huiqiang Zhao, Yuanpeng He, Lijian Li, Wenpin Jiao, Zhi Jin, Peixuan Chen, Leye Wang |
| 2026 | KDD | Effective Online 3D Bin Packing with Lookahead Parcels Using Monte Carlo Tree Search. | Jiangyi Fang, Bowen Zhou, Haotian Wang, Xin Zhu, Leye Wang |
| 2025 | KDD | ChatPD: An LLM-driven Paper-Dataset Networking System. | Anjie Xu, Ruiqing Ding, Leye Wang |
| 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 | CCS | A Unified Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability. | Jie Zhu, Jirong Zha, Ding Li, Leye Wang |
| 2024 | ICDE | A Unified Model for Spatio-Temporal Prediction Queries with Arbitrary Modifiable Areal Units. | Liyue Chen, Jiangyi Fang, Tengfei Liu, Shaosheng Cao, Leye Wang |
| 2024 | ICML | Tabular Insights, Visual Impacts: Transferring Expertise from Tables to Images. | Jun-Peng Jiang, Han-Jia Ye, Leye Wang, Yang Yang, Yuan Jiang, De-Chuan Zhan |
| 2024 | ICWS | Efficient User Sequence Learning for Online Services via Compressed Graph Neural Networks. | Yucheng Wu, Liyue Chen, Yu Cheng, Shuai Chen, Jinyu Xu, Leye Wang |
| 2024 | WWW | Graph Contrastive Learning with Cohesive Subgraph Awareness. | Yucheng Wu, Leye Wang, Xiao Han, Han-Jia Ye |
| 2024 | USENIX | Efficient Decentralized Federated Singular Vector Decomposition. | Di Chai, Junxue Zhang, Liu Yang, Yilun Jin, Leye Wang, Kai Chen, Qiang Yang |
| 2023 | ACL | A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks. | Ruiqing Ding, Xiao Han, Leye Wang |
| 2023 | CIKM | Knowledge-inspired Subdomain Adaptation for Cross-Domain Knowledge Transfer. | Liyue Chen, Linian Wang, Jinyu Xu, Shuai Chen, Weiqiang Wang, Wenbiao Zhao, Qiyu Li, Leye Wang |
| 2023 | ICLR | E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic Segmentation. | Jie Zhu, Huabin Huang, Banghuai Li, Leye Wang |
| 2023 | KDD | A Data-driven Region Generation Framework for Spatiotemporal Transportation Service Management. | Liyue Chen, Jiangyi Fang, Zhe Yu, Yongxin Tong, Shaosheng Cao, Leye Wang |
| 2023 | WWW | Cross-center Early Sepsis Recognition by Medical Knowledge Guided Collaborative Learning for Data-scarce Hospitals. | Ruiqing Ding, Fangjie Rong, Xiao Han, Leye Wang |
| 2023 | WWW | Vertical Federated Knowledge Transfer via Representation Distillation for Healthcare Collaboration Networks. | Chung-ju Huang, Leye Wang, Xiao Han |
| 2022 | IJCAI | Secure Forward Aggregation for Vertical Federated Neural Networks. | Shuowei Cai, Di Chai, Liu Yang, Junxue Zhang, Yilun Jin, Leye Wang, Kun Guo, Kai Chen |
| 2022 | IJCAI | Practical and Secure Federated Recommendation with Personalized Mask. | Liu Yang, Junxue Zhang, Di Chai, Leye Wang, Kun Guo, Kai Chen, Qiang Yang |
| 2022 | KDD | Practical Lossless Federated Singular Vector Decomposition over Billion-Scale Data. | Di Chai, Leye Wang, Junxue Zhang, Liu Yang, Shuowei Cai, Kai Chen, Qiang Yang |
| 2020 | GPC | Mobile Crowd-Sensing System Based on Participant Selection. | Chunyu Tu, Lei Han, Leye Wang, Zhiyong Yu |
| 2019 | AAAI | Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting. | Xu Geng, Yaguang Li, Leye Wang, Lingyu Zhang, Qiang Yang, Jieping Ye, Yan Liu |
| 2019 | AAAI | Ethically Aligned Mobilization of Community Effort to Reposition Shared Bikes. | Zelei Liu, Han Yu, Leye Wang, Liang Hu, Qiang Yang |
| 2019 | IJCAI | MLRDA: A Multi-Task Semi-Supervised Learning Framework for Drug-Drug Interaction Prediction. | Xu Chu, Yang Lin, Yasha Wang, Leye Wang, Jiangtao Wang, Jingyue Gao |
| 2019 | IJCAI | Cross-City Transfer Learning for Deep Spatio-Temporal Prediction. | Leye Wang, Xu Geng, Xiaojuan Ma, Feng Liu, Qiang Yang |
| 2018 | AAAI | Geographic Differential Privacy for Mobile Crowd Coverage Maximization. | Leye Wang, Gehua Qin, Dingqi Yang, Xiao Han, Xiaojuan Ma |
| 2018 | ICDCS | Cell Selection with Deep Reinforcement Learning in Sparse Mobile Crowdsensing. | Leye Wang, Wenbin Liu, Daqing Zhang, Yasha Wang, En Wang, Yongjian Yang |
| 2017 | ICIS | Deep Investment Behavior Profiling by Recurrent Neural Network in P2P Lending. | Xiao Han, Leye Wang, Hailiang Huang |
| 2017 | WWW | Location Privacy-Preserving Task Allocation for Mobile Crowdsensing with Differential Geo-Obfuscation. | Leye Wang, Dingqi Yang, Xiao Han, Tianben Wang, Daqing Zhang, Xiaojuan Ma |
| 2016 | ICDM | Differential Location Privacy for Sparse Mobile Crowdsensing. | Leye Wang, Daqing Zhang, Dingqi Yang, Brian Y. Lim, Xiaojuan Ma |
| 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 | PERCOM | CrowdTasker: Maximizing coverage quality in Piggyback Crowdsensing under budget constraint. | Haoyi Xiong, Daqing Zhang, Guanling Chen, Leye Wang, Vincent Gauthier |
| 2014 | UIC | Taxi Exp: A Novel Framework for City-Wide Package Express Shipping via Taxi Crowd Sourcing. | Chao Chen, Daqing Zhang, Leye Wang, Xiaojuan Ma, Xiao Han, Edwin Hsing-Mean Sha |
| 2010 | SEKE | Assisting Developers to Read Code Help-Documents Efficiently through Discovering Document-section Relationships. | Lijie Wang, Leye Wang, Ge Li, Bing Xie |