Tiehua Zhang

Assistant Professor, Tongji University

Joined

April 2024

Names

Tiehua Zhang (Preferred)

Emails

****@hotmail.com (Confirmed)

****@tongji.edu.cn (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

Assistant Professor

Tongji University (tongji.edu.cn)

2024 – Present

Researcher

Alibaba Group (antgroup.com)

2021 – 2024

Postdoc

Macquarie University (mq.edu.au)

2020 – 2021

PhD student

Swinburne University of Technology (swin.edu.au)

2017 – 2020

Advisors, Relations & Conflicts

Coauthor

Xingjun Ma

Present

Postdoc Advisor

Xi Zheng

2020 – 2021

PhD Advisor

Jiong Jin

2017 – 2020

PhD Advisor

Yun Yang

2017 – 2020

Expertise

Graph Learning

Present

Edge Intelligence

Present

Distributed/Federated Learning

Present

Publications

Safety in Embodied AI: Threats, Attacks and Defenses
Xiao Li, Xiang Zheng, Yifeng Gao, Xinyu Xia, Yixu Wang, Xin Wang, Ye Sun, Yunhan Zhao, Ming Wen, Jiayu Li, Zixing Chen, Xun Gong, Yi Liu, Yige Li, Yutao Wu, Cong Wang, Jun Sun, Yixin Cao, Zhineng Chen, Jingjing Chen et al. (19 additional authors not shown)
- Preprint, 2026
- Readers: Everyone
Towards Heterogeneity-Aware and Energy-Efficient Topology Optimization for Decentralized Federated Learning in Edge Environment
Yuze Liu, Tiehua Zhang, Zhishu Shen, Libing Wu, Shiping Chen, Jiong Jin
- IEEE Transactions on Mobile Computing
- Readers: Everyone
Farm-LightSeek: An Edge-Centric Multimodal Agricultural IoT Data Analytics Framework With Lightweight LLMs
Dawen Jiang, Zhishu Shen, Qiushi Zheng, Tiehua Zhang, Wei Xiang, Jiong Jin
- IEEE Internet of Things Magazine
- Readers: Everyone
Towards spatial-temporal meta-hypergraph learning for multimodal few-shot fault diagnosis
Jinze Wang, Jiong Jin, Lu Zhang, Hong-Ning Dai, Adriano Di Pietro, Tiehua Zhang
- Journal of Industrial Information Integration
- Readers: Everyone
Grey-Box Fuzzing in Constrained Ultra-Large Systems: Lessons for SE Community
Jiazhao Yu, Yanlun Tu, Zhanlei Zhang, Tiehua Zhang, Cheng Xu, Weigang Wu, Hong Jin Kang, Xi Zheng
- Crossref
- Readers: Everyone
Learning from Heterogeneity: A Dynamic Learning Framework for Hypergraphs
Tiehua Zhang, Yuze Liu, Zhishu Shen, Xingjun Ma, Peng Qi, Zhijun Ding, Jiong Jin
- IEEE Transactions on Artificial Intelligence
- Readers: Everyone
Leveraging Auxiliary Task Relevance for Enhanced Bearing Fault Diagnosis Through Curriculum Meta-Learning
Jinze Wang, Jiong Jin, Tiehua Zhang, Boon Xian Chai, Adriano Di Pietro, Dimitrios Georgakopoulos
- IEEE Sensors Journal
- Readers: Everyone
SAMA: Towards Multi-Turn Referential Grounded Video Chat with Large Language Models
Ye Sun, Hao Zhang, Henghui Ding, Tiehua Zhang, Xingjun Ma, Yu-Gang Jiang
- NeurIPS 2025 poster
- Readers: Everyone
Toward Multi-Agent Reinforcement Learning Based Traffic Signal Control Through Spatio-Temporal Hypergraphs
Kang Wang, Zhishu Shen, Zhen Lei, Xianhui Liu, Tiehua Zhang
- IEEE Transactions on Mobile Computing
- Readers: Everyone
ATGCN: An Adaptive Temporal-Topological Graph Convolution Network With Nodal Attention for Robot Fault Diagnosis
Xiaoxue Mei, Xianfeng Yuan, Jiong Jin, Yong Song, Longda Zhang, Fengyu Zhou, Xiaoqi Chen, Tiehua Zhang
- IEEE/ASME Transactions on Mechatronics
- Readers: Everyone

View all 19 publications

Co-Authors

View all 87 co-authors