| 2026 | WWW | A Structure-Agnostic Co-Tuning Framework for LLMs and SLMs in Cloud-Edge Systems. | Yuze Liu, Yunhan Wang, Tiehua Zhang, Zhishu Shen, Cheng Peng, Libing Wu, Feng Xia, Jiong Jin |
| 2025 | ECAI | DHLight: Multi-Agent Policy-Based Directed Hypergraph Learning for Traffic Signal Control. | Zhen Lei, Zhishu Shen, Kang Wang, Zhenwei Wang, Tiehua Zhang |
| 2025 | GLOBECOM | FedHC: A Hierarchical Clustered Federated Learning Framework for Satellite Networks. | Zhuocheng Liu, Zhishu Shen, Pan Zhou, Qiushi Zheng, Jiong Jin |
| 2025 | ICASSP | HyperSMOTE: A Hypergraph-based Oversampling Approach for Imbalanced Node Classifications. | Ziming Zhao, Tiehua Zhang, Zijian Yi, Zhishu Shen |
| 2025 | ICCCN | CCRSat: A Collaborative Computation Reuse Framework for Satellite Edge Computing Networks. | Ye Zhang, Zhishu Shen, Dawen Jiang, Xiangrui Liu, Qiushi Zheng, Jiong Jin |
| 2025 | PAKDD | GRL-Prompt: Towards Prompts Optimization via Graph-Empowered Reinforcement Learning Using LLMs' Feedback. | Yuze Liu, Tingjie Liu, Tiehua Zhang, Youhua Xia, Jinze Wang, Zhishu Shen, Jiong Jin, Zhijun Ding, Fei Richard Yu |
| 2024 | ICASSP | Exploiting Spatial-Temporal Data for Sleep Stage Classification via Hypergraph Learning. | Yuze Liu, Ziming Zhao, Tiehua Zhang, Kang Wang, Xin Chen, Xiaowei Huang, Jun Yin, Zhishu Shen |
| 2024 | ISCC | Collaborative Satellite Computing through Adaptive DNN Task Splitting and Offloading. | Shifeng Peng, Xuefeng Hou, Zhishu Shen, Qiushi Zheng, Jiong Jin, Atsushi Tagami, Jingling Yuan |
| 2020 | COMPSAC | LESAR: Localization System for Environmental Sensors using Augmented Reality. | Atsushi Tagami, Zhishu Shen |
| 2020 | PERCOM | A Democratically Collaborative Learning Scheme for Fog-enabled Pervasive Environments. | Tiehua Zhang, Zhishu Shen, Jiong Jin, James Xi Zheng |
| 2019 | COMPSAC | C2P2: Content-Centric Privacy Platform for Privacy-Preserving Monitoring Services. | Kalika Suksomboon, Zhishu Shen, Kazuaki Ueda, Atsushi Tagami |
| 2019 | ICSOC | ESDA: An Energy-Saving Data Analytics Fog Service Platform. | Tiehua Zhang, Zhishu Shen, Jiong Jin, Atsushi Tagami, Xi Zheng, Yun Yang |
| 2019 | UIC | Energy-Efficient Activation/Inactivation Strategy for Long-term IoT Network Operation. | Zhishu Shen, Kenji Yokota, Atsushi Tagami, Teruo Higashino |
| 2018 | AINA | In-network Self-Learning Algorithms for BEMS Through a Collaborative Fog Platform. | Zhishu Shen, Kenji Yokota, Jiong Jin, Atsushi Tagami, Teruo Higashino |
| 2018 | PERCOM | Development of Energy-efficient Sensor Networks by Minimizing Sensors Numbers with a Machine Learning Model. | Zhishu Shen, Kenji Yokota, Atsushi Tagami, Teruo Higashino |
| 2017 | GLOBECOM | ICN-Fog: An Information-Centric Fog-to-Fog Architecture for Data Communications. | Dinh Nguyen, Zhishu Shen, Jiong Jin, Atsushi Tagami |