Binchi Zhang - RankMe

35 papers A* 8A 2Journal 24Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Survey of Weight Space Learning: Understanding, Representation, and Generation. CoRR Xiaolong Han, Zehong Wang, Bo Zhao, Binchi Zhang, Jundong Li, Damian Borth, Rose Yu, Haggai Maron, Yanfang Ye, Lu Yin, Ferrante Neri
2026	—	`conf`	Certified Defense on the Fairness of Graph Neural Networks. KDD (1) Yushun Dong, Binchi Zhang, Hanghang Tong, Jundong Li
2026	J	`jnl`	Mind the Gap in Cultural Alignment: Task-Aware Culture Management for Large Language Models. CoRR Binchi Zhang, Xujiang Zhao, Jundong Li, Haifeng Chen, Zhengzhang Chen
2026	J	`jnl`	Safety in Graph Machine Learning: Threats and Safeguards. IEEE Trans. Knowl. Data Eng. Song Wang, Yushun Dong, Binchi Zhang, Zihan Chen, Xingbo Fu, Yinhan He, Cong Shen, Chuxu Zhang, Nitesh V. Chawla, Jundong Li
2025	A*	`conf`	Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion. ICML Binchi Zhang, Zaiyi Zheng, Zhengzhang Chen, Jundong Li
2025	J	`jnl`	Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion. CoRR Binchi Zhang, Zaiyi Zheng, Zhengzhang Chen, Jundong Li
2025	J	`jnl`	GraphTOP: Graph Topology-Oriented Prompting for Graph Neural Networks. CoRR Xingbo Fu, Zhen Lei, Zihan Chen, Binchi Zhang, Chuxu Zhang, Jundong Li
2025	J	`jnl`	Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating. CoRR Binchi Zhang, Zhengzhang Chen, Zaiyi Zheng, Jundong Li, Haifeng Chen
2025	A*	`conf`	Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning. AAAI Xingbo Fu, Zihan Chen, Yinhan He, Song Wang, Binchi Zhang, Chen Chen, Jundong Li
2024	A*	`conf`	Adversarial Attacks on Fairness of Graph Neural Networks. ICLR Binchi Zhang, Yushun Dong, Chen Chen, Yada Zhu, Minnan Luo, Jundong Li
2024	J	`jnl`	Federated Graph Learning with Graphless Clients. CoRR Xingbo Fu, Song Wang, Yushun Dong, Binchi Zhang, Chen Chen, Jundong Li
2024	J	`jnl`	Federated Graph Learning with Graphless Clients. Trans. Mach. Learn. Res. Xingbo Fu, Song Wang, Yushun Dong, Binchi Zhang, Chen Chen, Jundong Li
2024	A*	`conf`	Federated Graph Learning with Structure Proxy Alignment. KDD Xingbo Fu, Zihan Chen, Binchi Zhang, Chen Chen, Jundong Li
2024	J	`jnl`	Federated Graph Learning with Structure Proxy Alignment. CoRR Xingbo Fu, Zihan Chen, Binchi Zhang, Chen Chen, Jundong Li
2024	A*	`conf`	IDEA: A Flexible Framework of Certified Unlearning for Graph Neural Networks. KDD Yushun Dong, Binchi Zhang, Zhenyu Lei, Na Zou, Jundong Li
2024	J	`jnl`	IDEA: A Flexible Framework of Certified Unlearning for Graph Neural Networks. CoRR Yushun Dong, Binchi Zhang, Zhenyu Lei, Na Zou, Jundong Li
2024	J	`jnl`	Safety in Graph Machine Learning: Threats and Safeguards. CoRR Song Wang, Yushun Dong, Binchi Zhang, Zihan Chen, Xingbo Fu, Yinhan He, Cong Shen, Chuxu Zhang, Nitesh V. Chawla, Jundong Li
2024	A*	`conf`	Towards Certified Unlearning for Deep Neural Networks. ICML Binchi Zhang, Yushun Dong, Tianhao Wang, Jundong Li
2024	J	`jnl`	Towards Certified Unlearning for Deep Neural Networks. CoRR Binchi Zhang, Yushun Dong, Tianhao Wang, Jundong Li
2024	A	`conf`	Understanding and Modeling Job Marketplace with Pretrained Language Models. CIKM Yaochen Zhu, Liang Wu, Binchi Zhang, Song Wang, Qi Guo, Liangjie Hong, Luke Simon, Jundong Li
2024	J	`jnl`	Understanding and Modeling Job Marketplace with Pretrained Language Models. CoRR Yaochen Zhu, Liang Wu, Binchi Zhang, Song Wang, Qi Guo, Liangjie Hong, Luke Simon, Jundong Li
2024	A*	`conf`	Verification of Machine Unlearning is Fragile. ICML Binchi Zhang, Zihan Chen, Cong Shen, Jundong Li
2024	J	`jnl`	Verification of Machine Unlearning is Fragile. CoRR Binchi Zhang, Zihan Chen, Cong Shen, Jundong Li
2024	J	`jnl`	Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning. CoRR Xingbo Fu, Zihan Chen, Yinhan He, Song Wang, Binchi Zhang, Chen Chen, Jundong Li
2023	J	`jnl`	A Multiple Agile Satellite Staring Observation Mission Planning Method for Dense Regions. Remote. Sens. Weiquan Huang, He Wang, Dongbo Yi, Song Wang, Binchi Zhang, Jingwen Cui
2023	J	`jnl`	Adversarial Attacks on Fairness of Graph Neural Networks. CoRR Binchi Zhang, Yushun Dong, Chen Chen, Yada Zhu, Minnan Luo, Jundong Li
2023	J	`jnl`	ELEGANT: Certified Defense on the Fairness of Graph Neural Networks. CoRR Yushun Dong, Binchi Zhang, Hanghang Tong, Jundong Li
2023	A	`conf`	RELIANT: Fair Knowledge Distillation for Graph Neural Networks. SDM Yushun Dong, Binchi Zhang, Yiling Yuan, Na Zou, Qi Wang, Jundong Li
2023	J	`jnl`	RELIANT: Fair Knowledge Distillation for Graph Neural Networks. CoRR Yushun Dong, Binchi Zhang, Yiling Yuan, Na Zou, Qi Wang, Jundong Li
2022	J	`jnl`	AHEAD: A Triple Attention Based Heterogeneous Graph Anomaly Detection Approach. CoRR Shujie Yang, Binchi Zhang, Shangbin Feng, Zhaoxuan Tan, Qinghua Zheng, Jun Zhou, Minnan Luo
2022	J	`jnl`	Federated Graph Machine Learning: A Survey of Concepts, Techniques, and Applications. CoRR Xingbo Fu, Binchi Zhang, Yushun Dong, Chen Chen, Jundong Li
2022	J	`jnl`	Federated Graph Machine Learning: A Survey of Concepts, Techniques, and Applications. SIGKDD Explor. Xingbo Fu, Binchi Zhang, Yushun Dong, Chen Chen, Jundong Li
2022	A*	`conf`	TwiBot-22: Towards Graph-Based Twitter Bot Detection. NeurIPS 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
2022	J	`jnl`	TwiBot-22: Towards Graph-Based Twitter Bot Detection. CoRR 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
2021	J	`jnl`	PPSGCN: A Privacy-Preserving Subgraph Sampling Based Distributed GCN Training Method. CoRR Binchi Zhang, Minnan Luo, Shangbin Feng, Ziqi Liu, Jun Zhou, Qinghua Zheng