Gaoyuan Zhang

Most-cited papers

Adversarial T-Shirt! Evading Person Detectors in a Physical World
Kaidi Xu, Gaoyuan Zhang, Si-Jia Liu, Quan-Fu Fan +5 more
2019European Conference on Computer Vision450 citations Open access
Semantic Scholar
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications
Sijia Liu, Pin-Yu Chen, B. Kailkhura, Gaoyuan Zhang +2 more
2020IEEE Signal Processing Magazine357 citations Open access
Semantic Scholar
Practical Detection of Trojan Neural Networks: Data-Limited and Data-Free Cases
Ren Wang, Gaoyuan Zhang, Si-Jia Liu, Pin-Yu Chen +2 more
2020European Conference on Computer Vision173 citations Open access
Semantic Scholar
When Does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning?
Lijie Fan, Si-Jia Liu, Pin-Yu Chen, Gaoyuan Zhang +1 more
2021Neural Information Processing Systems150 citations
Semantic Scholar
Proper Network Interpretability Helps Adversarial Robustness in Classification
Akhilan Boopathy, Si-Jia Liu, Gaoyuan Zhang, Cynthia Liu +3 more
2020International Conference on Machine Learning76 citations
Semantic Scholar
Generating Adversarial Computer Programs using Optimized Obfuscations
S. Srikant, Si-Jia Liu, Tamara Mitrovska, Shi-Yu Chang +3 more
2021International Conference on Learning Representations64 citations
Semantic Scholar
UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models
Yihua Zhang, Chong-Yu Fan, Yimeng Zhang, Yuguang Yao +7 more
2024Neural Information Processing Systems53 citations Open access
Semantic Scholar
Interpreting Adversarial Examples by Activation Promotion and Suppression
Kaidi Xu, Si-Jia Liu, Gaoyuan Zhang, Meng-Shu Sun +4 more
2019arXiv.org46 citations
Semantic Scholar
Evading Real-Time Person Detectors by Adversarial T-shirt
Kaidi Xu, Gaoyuan Zhang, Si-Jia Liu, Quan-Fu Fan +5 more
2019arXiv.org34 citations
Semantic Scholar
Distributed Adversarial Training to Robustify Deep Neural Networks at Scale
Gaoyuan Zhang, Songtao Lu, Yihua Zhang, Xiang-Yi Chen +6 more
2022Conference on Uncertainty in Artificial Intelligence17 citations Open access
Semantic Scholar
Deep learning-based automated characterization of crosscut tests for coatings via image segmentation
Gaoyuan Zhang, Christian Schmitz, Matthias Fimmers, C. Quix +1 more
2021Journal of Coatings Technology and Research11 citations Open access
Semantic Scholar
Fast Training of Provably Robust Neural Networks by SingleProp
Akhilan Boopathy, T. Weng, Si-Jia Liu, Pin-Yu Chen +2 more
2021AAAI Conference on Artificial Intelligence9 citations Open access
Semantic Scholar
Rapid Development of Compositional AI
Lee Martie, Jessie C. Rosenberg, Véronique Demers, Gaoyuan Zhang +11 more
20232023 IEEE/ACM 45th International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER)4 citations Open access
Semantic Scholar
Visual Interpretability Alone Helps Adversarial Robustness
Akhilan Boopathy, Si-Jia Liu, Gaoyuan Zhang, Pin-Yu Chen +2 more
20192 citations
Semantic Scholar
An Adversarial Framework for Generating Unseen Images by Activation Maximization
Yang Zhang, Wang Zhou, Gaoyuan Zhang, David Cox +1 more
2022AAAI Conference on Artificial Intelligence1 citations Open access
Semantic Scholar
Reflecting After Learning for Understanding
Lee Martie, Mohammad Arif Ul Alam, Gaoyuan Zhang, Ryan R. Anderson
2019arXiv.org1 citations
Semantic Scholar
Cauchy Pressure and Valence Electron Concentration Dominated Hardness of Multi-principal Element Carbides Ceramics
Zhigang Ding, Weian Zhu, Jun-Hao Su, Xuexi Wang +2 more
2025Advanced Materials Science and Technology0 citations Open access
Semantic Scholar