Binchi Zhang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 16

Top Topics

Microblog Posts

Directed Acyclic Graph

Top Venues

Publications

Yushun Dong, Binchi Zhang, Zhenyu Lei, Na Zou, Jundong Li
IDEA: A Flexible Framework of Certified Unlearning for Graph Neural Networks. CoRR (2024)
Xingbo Fu, Zihan Chen, Binchi Zhang, Chen Chen, Jundong Li
Federated Graph Learning with Structure Proxy Alignment. KDD (2024)
Song Wang, Yushun Dong, Binchi Zhang, Zihan Chen, Xingbo Fu, Yinhan He, Cong Shen, Chuxu Zhang, Nitesh V. Chawla, Jundong Li
Safety in Graph Machine Learning: Threats and Safeguards. CoRR (2024)
Yushun Dong, Binchi Zhang, Zhenyu Lei, Na Zou, Jundong Li
IDEA: A Flexible Framework of Certified Unlearning for Graph Neural Networks. KDD (2024)
Binchi Zhang, Yushun Dong, Chen Chen, Yada Zhu, Minnan Luo, Jundong Li
Adversarial Attacks on Fairness of Graph Neural Networks. ICLR (2024)
Yushun Dong, Binchi Zhang, Hanghang Tong, Jundong Li
ELEGANT: Certified Defense on the Fairness of Graph Neural Networks. CoRR (2023)
Weiquan Huang, He Wang, Dongbo Yi, Song Wang, Binchi Zhang, Jingwen Cui
A Multiple Agile Satellite Staring Observation Mission Planning Method for Dense Regions. Remote. Sens. 15 (22) (2023)
Yushun Dong, Binchi Zhang, Yiling Yuan, Na Zou, Qi Wang, Jundong Li
RELIANT: Fair Knowledge Distillation for Graph Neural Networks. SDM (2023)
Binchi Zhang, Yushun Dong, Chen Chen, Yada Zhu, Minnan Luo, Jundong Li
Adversarial Attacks on Fairness of Graph Neural Networks. CoRR (2023)
Yushun Dong, Binchi Zhang, Yiling Yuan, Na Zou, Qi Wang, Jundong Li
RELIANT: Fair Knowledge Distillation for Graph Neural Networks. CoRR (2023)
Xingbo Fu, Binchi Zhang, Yushun Dong, Chen Chen, Jundong Li
Federated Graph Machine Learning: A Survey of Concepts, Techniques, and Applications. SIGKDD Explor. 24 (2) (2022)
Xingbo Fu, Binchi Zhang, Yushun Dong, Chen Chen, Jundong Li
Federated Graph Machine Learning: A Survey of Concepts, Techniques, and Applications. CoRR (2022)
Shujie Yang, Binchi Zhang, Shangbin Feng, Zhaoxuan Tan, Qinghua Zheng, Jun Zhou, Minnan Luo
AHEAD: A Triple Attention Based Heterogeneous Graph Anomaly Detection Approach. CoRR (2022)
Shangbin Feng, Zhaoxuan Tan, Herun Wan, Ningnan Wang, Zilong Chen, Binchi Zhang, Qinghua Zheng, Wenqian Zhang, Zhenyu Lei, Shujie Yang, Xinshun Feng, Qingyue Zhang, Hongrui Wang, Yuhan Liu, Yuyang Bai, Heng Wang, Zijian Cai, Yanbo Wang, Lijing Zheng, Zihan Ma, Jundong Li, Minnan Luo
TwiBot-22: Towards Graph-Based Twitter Bot Detection. NeurIPS (2022)
Shangbin Feng, Zhaoxuan Tan, Herun Wan, Ningnan Wang, Zilong Chen, Binchi Zhang, Qinghua Zheng, Wenqian Zhang, Zhenyu Lei, Shujie Yang, Xinshun Feng, Qingyue Zhang, Hongrui Wang, Yuhan Liu, Yuyang Bai, Heng Wang, Zijian Cai, Yanbo Wang, Lijing Zheng, Zihan Ma, Jundong Li, Minnan Luo
TwiBot-22: Towards Graph-Based Twitter Bot Detection. CoRR (2022)
Binchi Zhang, Minnan Luo, Shangbin Feng, Ziqi Liu, Jun Zhou, Qinghua Zheng
PPSGCN: A Privacy-Preserving Subgraph Sampling Based Distributed GCN Training Method. CoRR (2021)