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He Zhang

Orcid: 0000-0002-5796-7891

Affiliations:
  • Monash University, Faculty of Information Technology, IT, Clayton, VIC, Australia


According to our database1, He Zhang authored at least 10 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Trustworthy Graph Neural Networks: Aspects, Methods, and Trends.
[BibTeX]
[DOI]
He Zhang
,
Bang Wu
,
Xingliang Yuan
,
Shirui Pan
,
Hanghang Tong
,
Jian Pei
Proc. IEEE, February, 2024

GOODAT: Towards Test-Time Graph Out-of-Distribution Detection.
[BibTeX]
[DOI]
Luzhi Wang
,
Dongxiao He
,
He Zhang
,
Yixin Liu
,
Wenjie Wang
,
Shirui Pan
,
Di Jin
,
Tat-Seng Chua
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
A survey on fairness-aware recommender systems.
[BibTeX]
[DOI]
Di Jin
,
Luzhi Wang
,
He Zhang
,
Yizhen Zheng
,
Weiping Ding
,
Feng Xia
,
Shirui Pan
Inf. Fusion, December, 2023

Projective Ranking-Based GNN Evasion Attacks.
[BibTeX]
[DOI]
He Zhang
,
Xingliang Yuan
,
Chuan Zhou
,
Shirui Pan
IEEE Trans. Knowl. Data Eng., August, 2023

GraphGuard: Detecting and Counteracting Training Data Misuse in Graph Neural Networks.
[BibTeX]
[DOI]
Bang Wu
,
He Zhang
,
Xiangwen Yang
,
Shuo Wang
,
Minhui Xue
,
Shirui Pan
,
Xingliang Yuan
CoRR, 2023

On the Interaction between Node Fairness and Edge Privacy in Graph Neural Networks.
[BibTeX]
[DOI]
He Zhang
,
Xingliang Yuan
,
Quoc Viet Hung Nguyen
,
Shirui Pan
CoRR, 2023

Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone Graphs.
[BibTeX]
[DOI]
Yizhen Zheng
,
He Zhang
,
Vincent Cheng-Siong Lee
,
Yu Zheng
,
Xiao Wang
,
Shirui Pan
Proceedings of the International Conference on Machine Learning, 2023

Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks.
[BibTeX]
[DOI]
He Zhang
,
Bang Wu
,
Shuo Wang
,
Xiangwen Yang
,
Minhui Xue
,
Shirui Pan
,
Xingliang Yuan
Proceedings of the International Conference on Machine Learning, 2023

2022
How Far are We from Robust Long Abstractive Summarization?
[BibTeX]
[DOI]
Huan Yee Koh
,
Jiaxin Ju
,
He Zhang
,
Ming Liu
,
Shirui Pan
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021
Projective Ranking: A Transferable Evasion Attack Method on Graph Neural Networks.
[BibTeX]
[DOI]
He Zhang
,
Bang Wu
,
Xiangwen Yang
,
Chuan Zhou
,
Shuo Wang
,
Xingliang Yuan
,
Shirui Pan
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021


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