Bang Wu

Lecturer, Royal Melbourne Institute of Technology

Joined

January 2023

Names

Bang Wu (Preferred)

Emails

****@monash.edu (Confirmed)

,

****@gmail.com (Confirmed)

,

****@data61.csiro.au (Confirmed)

,

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

Personal Links

Semantic Scholar

Career & Education History

Lecturer

Royal Melbourne Institute of Technology (rmit.edu.au)

2024 – Present

Researcher

Royal Melbourne Institute of Technology (rmit.edu.au)

2024 – 2024

Postdoc

, CSIRO (data61.csiro.au)

2023 – 2024

PhD student

Monash University (monash.edu)

2020 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

GNN security

Present

GNN privacy

Present

Publications

Dynamic Graph Unlearning: A General and Efficient Post-Processing Method via Gradient Transformation
He Zhang, Bang Wu, Xiangwen Yang, Xingliang Yuan, Xiaoning Liu, Xun Yi
- Crossref
- Readers: Everyone
DeFiGuard: A Price Manipulation Detection Service in DeFi Using Graph Neural Networks
Dabao Wang, Bang Wu, Xingliang Yuan, Lei Wu, Yajin Zhou, Helei Cui
- IEEE Trans. Serv. Comput. 2024
- Readers: Everyone
Dynamic Graph Unlearning: A General and Efficient Post-Processing Method via Gradient Transformation
He Zhang, Bang Wu, Xiangwen Yang, Xingliang YUAN, Xiaoning Liu, Xun Yi
- WWW 2025 Oral
- Readers: Everyone
Trustworthy Graph Neural Networks: Aspects, Methods, and Trends
He Zhang, Bang Wu, Xingliang Yuan, Shirui Pan, Hanghang Tong, Jian Pei
- Proc. IEEE 2024
- Readers: Everyone
GraphGuard: Detecting and Counteracting Training Data Misuse in Graph Neural Networks
Bang Wu, He Zhang, Xiangwen Yang, Shuo Wang, Minhui Xue, Shirui Pan, Xingliang Yuan
- NDSS 2024
- Readers: Everyone
Securing Graph Neural Networks in MLaaS: A Comprehensive Realization of Query-based Integrity Verification
Bang Wu, Xingliang Yuan, Shuo Wang, Qi Li, Minhui Xue, Shirui Pan
- SP 2024
- Readers: Everyone
Defeating Misclassification Attacks Against Transfer Learning
Bang Wu, Shuo Wang, Xingliang Yuan, Cong Wang, Carsten Rudolph, Xiangwen Yang
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- IEEE Trans. Dependable Secur. Comput. 2023
- Readers: Everyone
Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks
He Zhang, Bang Wu, Shuo Wang, Xiangwen Yang, Minhui Xue, Shirui Pan, Xingliang YUAN
- ICML 2023 Poster
- Readers: Everyone
Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks
He Zhang, Bang Wu, Shuo Wang, Xiangwen Yang, Minhui Xue, Shirui Pan, Xingliang Yuan
- Published: 01 Jan 2023, Last Modified: 02 Oct 2023
- ICML 2023
- Readers: Everyone

View all 20 publications

Co-Authors