Taotao Cai

Senior Lecturer, University of Southern Queensland

Joined

August 2024

Names

Taotao Cai (Preferred)

Emails

****@usq.edu.au (Confirmed)

****@unisq.edu.au (Confirmed)

Personal Links

Career & Education History

Senior Lecturer

University of Southern Queensland (usq.edu.au)

2024 – Present

Lecturer

University of Southern Queensland (usq.edu.au)

2023 – 2024

Advisors, Relations & Conflicts

Postdoc Advisor

Quan Z. Sheng

2021 – 2023

Postdoc Advisor

Longxiang Gao

2020 – 2021

PhD Advisor

Jianxin Li

2017 – 2020

Expertise

LLM&Graph

2022 – Present

Graph Learning

2015 – Present

Publications

Reflection on community-diversified influence maximization in social networks
Jianxin Li, Taotao Cai, Ke Deng, Timos Sellis, Feng Xia
- Inf. Syst. 2026
- Readers: Everyone
Who Owns This Sample: Cross-Client Membership Inference Attack in Federated Graph Neural Networks
Kunhao Li, Di Wu, Jun Bai, Jing Xu, Lei Yang, Ziyi Zhang, Yiliao Song, Wencheng Yang, Taotao Cai, Yan Li
- Submitted to ICLR 2026
- Readers: Everyone
AI-Generated Content in Cross-Domain Applications: Research Trends, Challenges and Propositions
Jianxin Li, Liang Qu, Taotao Cai, Zhixue Zhao, Nur Al Hasan Haldar, Aneesh Krishna, Xiangjie Kong, Flavio Romero Macau, Tanmoy Chakraborty, Aniket Deroy, Binshan Lin, Karen Blackmore, Nasimul Noman, Jingxian Cheng, Ningning Cui, Jianliang Xu
- CoRR 2025
- Readers: Everyone
Deep learning model inversion attacks and defenses: a comprehensive survey
Wencheng Yang, Song Wang, Di Wu, Taotao Cai, Yanming Zhu, Shicheng Wei, Yi-Ying Zhang, Xu Yang, Zhaohui Tang, Yan Li
- Artif. Intell. Rev. 2025
- Readers: Everyone
Who Owns This Sample: Cross-Client Membership Inference Attack in Federated Graph Neural Networks
Kunhao Li, Di Wu, Jun Bai, Jing Xu, Lei Yang, Ziyi Zhang, Yiliao Song, Wencheng Yang, Taotao Cai, Yan Li
- CoRR 2025
- Readers: Everyone
Exploring Causal Learning Through Graph Neural Networks: An In-Depth Review
Simi Job, Xiaohui Tao, Taotao Cai, Haoran Xie, Lin Li, Qing Li, Jianming Yong
- WIREs Data. Mining. Knowl. Discov. 2025
- Readers: Everyone
Efficient Influential Nodes Tracking via Link Prediction in Evolving Networks
Kexin Zhang, Taotao Cai, Zhaoyu Liu, Shuang Teng, Yi Wang, Yu Chen, Ji Zhang
- IEEE Internet Things J. 2025
- Readers: Everyone
Causal integration in graph neural networks toward enhanced classification: benchmarking and advancements for robust performance
Simi Job, Xiaohui Tao, Taotao Cai, Lin Li, Quan Z. Sheng, Haoran Xie, Jianming Yong
- World Wide Web (WWW) 2025
- Readers: Everyone
A Survey on Truth Discovery: Concepts, Methods, Applications, and Opportunities
Shuang Wang, He Zhang, Quan Z. Sheng, Xiaoping Li, Zhu Sun, Taotao Cai, Wei Emma Zhang, Jian Yang, Qing Gao
- IEEE Trans. Big Data 2025
- Readers: Everyone
A Survey on Multi-View Knowledge Graph: Generation, Fusion, Applications and Future Directions
Zihan Yang, Xiaohui Tao, Taotao Cai, Yifu Tang, Haoran Xie, Lin Li, Jianxin Li, Qing Li
- IJCAI 2025
- Readers: Everyone

View all 42 publications

Co-Authors

View all 105 co-authors