Binchi Zhang
Scholar

Binchi Zhang

Google Scholar ID: c8Z36PAAAAAJ
University of Virginia
Trustworthy AIMachine UnlearningGraph MiningFederated Learning
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Citations & Impact
All-time
Citations
485
 
H-index
9
 
i10-index
9
 
Publications
17
 
Co-authors
16
list available
Contact
No contact links provided.
Publications
8 items
A Survey of Weight Space Learning: Understanding, Representation, and Generation
2026
Cited
0
Mind the Gap in Cultural Alignment: Task-Aware Culture Management for Large Language Models
2026
Cited
0
GraphTOP: Graph Topology-Oriented Prompting for Graph Neural Networks
2025
Cited
0
Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion
2025
Cited
0
Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating
2025
Cited
0
Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning
2024
Cited
0
Towards Certified Unlearning for Deep Neural Networks
International Conference on Machine Learning · 2024
Cited
6
ELEGANT: Certified Defense on the Fairness of Graph Neural Networks
arXiv.org · 2023
Cited
3
Resume (English only)
Co-authors
16 total
Jundong Li
Jundong Li
Associate Professor, University of Virginia
Yushun Dong
Yushun Dong
Assistant Professor, Department of Computer Science, Florida State University
Minnan Luo
Minnan Luo
Professor, Xi'an Jiaotong University
Xingbo Fu
Xingbo Fu
University of Virginia
Shangbin Feng
Shangbin Feng
University of Washington
Shujie Yang
Shujie Yang
Tsinghua University
Zhaoxuan Tan
Zhaoxuan Tan
University of Notre Dame
Zihan Chen
Zihan Chen
University of Virginia