| 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 | ICASSP | HyperSMOTE: A Hypergraph-based Oversampling Approach for Imbalanced Node Classifications. | Ziming Zhao, Tiehua Zhang, Zijian Yi, Zhishu Shen |
| 2025 | INDIN | Multi-Robot Fault Diagnosis using Federated Graph Learning with Fused Adjacency Matrix. | Xiaoxue Mei, Jiong Jin, Jonathan Kua, Xianfeng Yuan, Tiehua Zhang |
| 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 |
| 2023 | ICDE | DCMT: A Direct Entire-Space Causal Multi-Task Framework for Post-Click Conversion Estimation. | Feng Zhu, Mingjie Zhong, Xinxing Yang, Longfei Li, Lu Yu, Tiehua Zhang, Jun Zhou, Chaochao Chen, Fei Wu, Guanfeng Liu, Yan Wang |
| 2020 | HPCC | Privacy-Aware Key Task Scheduling in Vehicular Networks Based on Incentive Mechanism. | Youhua Xia, Libing Wu, Jiong Jin, Tiehua Zhang, Xi Zheng |
| 2020 | PERCOM | A Democratically Collaborative Learning Scheme for Fog-enabled Pervasive Environments. | Tiehua Zhang, Zhishu Shen, Jiong Jin, James Xi Zheng |
| 2019 | ICSOC | ESDA: An Energy-Saving Data Analytics Fog Service Platform. | Tiehua Zhang, Zhishu Shen, Jiong Jin, Atsushi Tagami, Xi Zheng, Yun Yang |
| 2018 | ICSOC | RA-FSD: A Rate-Adaptive Fog Service Delivery Platform. | Tiehua Zhang, Jiong Jin, Yun Yang |
| 2017 | ITNAC | Latency estimation for fog-based internet of things. | Jianhua Li, Tiehua Zhang, Jiong Jin, Yingying Yang, Dong Yuan, Longxiang Gao |
| 1998 | SMC | Fuzzy-neural tuned genetic algorithm applied to large-space constraint satisfaction. | Tiehua Zhang, William A. Gruver |