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Binghui Wang
Binghui Wang
1
Affiliations
Affiliations
Iowa State University
14
papers
237
total citations
papers (14)
Perturbing Across the Feature Hierarchy to Improve Standard and Strict Blackbox Attack Transferability
NEURIPS 2020
arXiv
99
citations
IDGI: A Framework To Eliminate Explanation Noise From Integrated Gradients
CVPR 2023
arXiv
27
citations
Task-Agnostic Privacy-Preserving Representation Learning for Federated Learning against Attribute Inference Attacks
AAAI 2024
arXiv
25
citations
Graph Neural Network Explanations are Fragile
ICML 2024
arXiv
18
citations
Turning Strengths Into Weaknesses: A Certified Robustness Inspired Attack Framework Against Graph Neural Networks
CVPR 2023
arXiv
18
citations
Bandits for Structure Perturbation-Based Black-Box Attacks To Graph Neural Networks With Theoretical Guarantees
CVPR 2022
arXiv
17
citations
UniCR: Universally Approximated Certified Robustness via Randomized Smoothing
ECCV 2022
arXiv
16
citations
Graph Neural Network Causal Explanation via Neural Causal Models
ECCV 2024
arXiv
10
citations
Learning Robust and Privacy-Preserving Representations via Information Theory
AAAI 2025
arXiv
4
citations
Practicable Black-Box Evasion Attacks on Link Prediction in Dynamic Graphs—a Graph Sequential Embedding Method
AAAI 2025
arXiv
2
citations
Deterministic Certification of Graph Neural Networks against Graph Poisoning Attacks with Arbitrary Perturbations
CVPR 2025
arXiv
1
citations
Soteria: Provable Defense Against Privacy Leakage in Federated Learning From Representation Perspective
CVPR 2021
0
citations
Breaking Data Silos in Parkinson’s Disease Diagnosis: An Adaptive Federated Learning Approach for Privacy-Preserving Facial Expression Analysis
AAAI 2025
0
citations
Measure-Theoretic Anti-Causal Representation Learning
NEURIPS 2025
arXiv
0
citations