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Binchi Zhang
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TwiBot-22: Towards Graph-Based Twitter Bot Detection
S Feng, Z Tan, H Wan, N Wang, Z Chen, B Zhang, Q Zheng, W Zhang, ...
Advances in Neural Information Processing Systems 35, 35254-35269, 2022
922022
Federated Graph Machine Learning: A Survey of Concepts, Techniques, and Applications
X Fu, B Zhang, Y Dong, C Chen, J Li
ACM SIGKDD Explorations Newsletter 24 (2), 32-47, 2022
692022
RELIANT: Fair Knowledge Distillation for Graph Neural Networks
Y Dong, B Zhang, Y Yuan, N Zou, Q Wang, J Li
Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023
262023
Adversarial Attacks on Fairness of Graph Neural Networks
B Zhang, Y Dong, C Chen, Y Zhu, M Luo, J Li
International Conference on Learning Representations (ICLR), 2024
82024
IDEA: A Flexible Framework of Certified Unlearning for Graph Neural Networks
Y Dong, B Zhang, Z Lei, N Zou, J Li
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024
52024
Safety in Graph Machine Learning: Threats and Safeguards
S Wang, Y Dong, B Zhang, Z Chen, X Fu, Y He, C Shen, C Zhang, ...
arXiv preprint arXiv:2405.11034, 2024
52024
AHEAD: A Triple Attention Based Heterogeneous Graph Anomaly Detection Approach
S Yang, B Zhang, S Feng, Z Tan, Q Zheng, J Zhou, M Luo
Chinese Intelligent Automation Conference, 542-552, 2023
52023
Tackling the Local Bias in Federated Graph Learning
B Zhang, M Luo, S Feng, Z Liu, J Zhou, Q Zheng
arXiv preprint arXiv:2110.12906, 2021
5*2021
ELEGANT: Certified defense on the fairness of graph neural networks
Y Dong, B Zhang, H Tong, J Li
arXiv preprint arXiv:2311.02757, 2023
42023
Towards Certified Unlearning for Deep Neural Networks
B Zhang, Y Dong, T Wang, J Li
International Conference on Machine Learning (ICML), 2024
32024
Verification of Machine Unlearning is Fragile
B Zhang, Z Chen, C Shen, J Li
International Conference on Machine Learning (ICML), 2024
22024
Federated graph learning with structure proxy alignment
X Fu, Z Chen, B Zhang, C Chen, J Li
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024
12024
Understanding and Modeling Job Marketplace with Pretrained Language Models
Y Zhu, L Wu, B Zhang, S Wang, Q Guo, L Hong, L Simon, J Li
Proceedings of the 33rd ACM International Conference on Information and …, 2024
2024
Federated Graph Learning with Graphless Clients
X Fu, S Wang, Y Dong, B Zhang, C Chen, J Li
Transactions of Machine Learning Research (TMLR), 2024
2024
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