Seuraa
He Zhang
He Zhang
Monash University
Vahvistettu sähköpostiosoite verkkotunnuksessa monash.edu - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
Trustworthy Graph Neural Networks: Aspects, Methods, and Trends
H Zhang, B Wu, X Yuan, S Pan, H Tong, J Pei
Proceedings of the IEEE (PIEEE), 2024
932024
Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone Graphs
Y Zheng, H Zhang, V Lee, Y Zheng, X Wang, S Pan
International Conference on Machine Learning (ICML), 2023
342023
Projective ranking: A transferable evasion attack method on graph neural networks
H Zhang, B Wu, X Yang, C Zhou, S Wang, X Yuan, S Pan
ACM International Conference on Information & Knowledge Management (CIKM …, 2021
322021
A Survey on Fairness-aware Recommender Systems
D Jin, L Wang, H Zhang, Y Zheng, W Ding, F Xia, S Pan
Information Fusion, 2023
292023
Projective Ranking-based GNN Evasion Attacks
H Zhang, X Yuan, C Zhou, S Pan
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
192022
Unraveling Privacy Risks of Individual Fairness in Graph Neural Networks
H Zhang, X Yuan, S Pan
IEEE International Conference on Data Engineering (ICDE), 2024
18*2024
Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks
H Zhang, B Wu, S Wang, X Yang, M Xue, S Pan, Y Xingliang
International Conference on Machine Learning (ICML), 2023
182023
AMI-Net: convolution neural networks with affine moment invariants
Y Hao, Q Li, H Mo, H Zhang, H Li
IEEE Signal Processing Letters 25 (7), 1064-1068, 2018
152018
GraphGuard: Detecting and Counteracting Training Data Misuse in Graph Neural Networks
B Wu, H Zhang, X Yang, S Wang, M Xue, S Pan, X Yuan
The Network and Distributed System Security Symposium (NDSS), 2024
62024
Fast and efficient calculations of structural invariants of chirality
H Zhang, H Mo, Y Hao, Q Li, S Li, H Li
Pattern Recognition Letters 128, 270-277, 2019
32019
GOODAT: Towards Test-time Graph Out-of-Distribution Detection
L Wang, D He, H Zhang, Y Liu, W Wang, S Pan, D Jin, TS Chua
The Annual AAAI Conference on Artificial Intelligence (AAAI) (Oral), 2024
22024
Dual affine moment invariants
Y Hao, H Mo, Q Li, H Zhang, H Li
arXiv preprint arXiv:1911.08233, 2019
22019
Differential and integral invariants under Möbius transformation
H Zhang, H Mo, Y Hao, Q Li, H Li
Pattern Recognition and Computer Vision: First Chinese Conference, PRCV 2018 …, 2018
22018
A rotation invariant descriptor using multi-directional and high-order gradients
H Mo, Q Li, Y Hao, H Zhang, H Li
Pattern Recognition and Computer Vision: First Chinese Conference, PRCV 2018 …, 2018
22018
Gradient Transformation: Towards Efficient and Model-Agnostic Unlearning for Dynamic Graph Neural Networks
H Zhang, B Wu, X Yang, X Yuan, C Zhang, S Pan
arXiv preprint arXiv:2405.14407, 2024
2024
The construction and application of integral invariants and differential invariants of graphics and images
MO Han-lin, HAO You, GUO Rui, HAO Hong-xiang, Z He, LI Qi, LI Hua
Journal of Graphics 43 (6), 1182, 2022
2022
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Artikkelit 1–16