| 2026 | AAAI | PGMamba: A Physical Model-Guided Global Mamba for Underwater Image Enhancement. | Zijun Tan, Chuan Fu, Tan Guo, Zhixiong Nan, Pengzhan Zhou, Xinggan Peng, Fulin Luo |
| 2026 | WWW | Bridging Time and Domains: A Time-aware Framework for Cross-Domain Sequential Recommendation. | Zemu Liu, Zhida Qin, Pengzhan Zhou, Tianyu Huang, Gangyi Ding |
| 2025 | ECAI | FedSODA: Federated Fine-Tuning of LLMs via Similarity Group Pruning and Orchestrated Distillation Alignment. | Manning Zhu, Songtao Guo, Pengzhan Zhou, Yansong Ning, Chang Han, Dewen Qiao |
| 2025 | ICDCS | Partitioned Collaborative Inference for On-Device Models via Evolutionary Reinforcement Learning. | Lin Tan, Pengzhan Zhou, Songtao Guo, Jun Zhao, Zhufang Kuang, Dewen Qiao, Lu Yang |
| 2025 | IJCAI | EfficientPIE: Real-Time Prediction on Pedestrian Crossing Intention with Sole Observation. | Fang Qu, Pengzhan Zhou, Yuepeng He, Kaixin Gao, Youyu Luo, Xin Feng, Yu Liu, Songtao Guo |
| 2025 | INFOCOM | Dual-GT: Dual-scale Spatial Dependency for Grid-based Traffic Flow Prediction. | Xufeng Liang, Zhida Qin, Pengzhan Zhou, Shuang Li, Tianyu Huang |
| 2025 | SMC | uFedMBA: Unforgotten Personalized Federated Learning with Memory Bank for Adaptively Aggregated Layers. | Yijun Zhai, Pengzhan Zhou, Yuepeng He, Kaixin Gao, Fang Qu, Ziyi Li, Li Gao, Youyu Luo |
| 2025 | SIGIR | Large Language Models Enhanced Hyperbolic Space Recommender Systems. | Wentao Cheng, Zhida Qin, Zexue Wu, Pengzhan Zhou, Tianyu Huang |
| 2024 | CSCWD | FedGDC-P: Communication-efficient Personalized Graph Federated Learning Based On Dataset Condensation. | Jiaming Zhang, Songtao Guo, Pengzhan Zhou |
| 2020 | ICDCS | E-Sharing: Data-driven Online Optimization of Parking Location Placement for Dockless Electric Bike Sharing. | Pengzhan Zhou, Cong Wang, Yuanyuan Yang, Xin Wei |
| 2020 | INFOCOM | Design and Optimization of Electric Autonomous Vehicles with Renewable Energy Source for Smart Cities. | Pengzhan Zhou, Cong Wang, Yuanyuan Yang |
| 2019 | IJCAI | Explore Truthful Incentives for Tasks with Heterogenous Levels of Difficulty in the Sharing Economy. | Pengzhan Zhou, Xin Wei, Cong Wang, Yuanyuan Yang |
| 2019 | INFOCOM | Self-sustainable Sensor Networks with Multi-source Energy Harvesting and Wireless Charging. | Pengzhan Zhou, Cong Wang, Yuanyuan Yang |
| 2018 | GLOBECOM | Modeling Dishonest Behavior in Mobile Data Gathering Over Leasing Residential Sensor Networks. | Yiming Zeng, Pengzhan Zhou, Ji Liu, Yuanyuan Yang |
| 2018 | IWQoS | A Stackelberg Game Framework for Mobile Data Gathering in Leasing Residential Sensor Networks. | Yiming Zeng, Pengzhan Zhou, Ji Liu, Yuanyuan Yang |
| 2017 | ICDCS | Leveraging Target k-Coverage in Wireless Rechargeable Sensor Networks. | Pengzhan Zhou, Cong Wang, Yuanyuan Yang |