Gaoyuan Zhang
9 papers · 2020–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (10) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (16)
π
Conference Polyglot
(6)
π
Grand Slam
β
The Questioner
Conferences
AAAI (2)
ECCV (2)
NIPS (2)
ICLR (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
adversarial robustness
(3)
adversarial attack
(2)
robust classification
(2)
self-supervised learning
(1)
distributed learning
(1)
adversarial training
(1)
feature representation
(1)
deep neural network
(1)
gradient compression
(1)
generative adversarial network
(1)
class-conditional generation
(1)
model interpretation
(1)
certified defense
(1)
network interpretability
(1)
perturbation bound
(1)
interpretation discrepancy
(1)
forward propagation
(1)
pretraining finetuning
(1)
neural network
(1)
activation maximization
(1)
Papers
UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models
NIPS 2024
An Adversarial Framework for Generating Unseen Images by Activation Maximization
AAAI 2022
Distributed adversarial training to robustify deep neural networks at scale
UAI 2022
When does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning?
NIPS 2021
Fast Training of Provably Robust Neural Networks by SingleProp
AAAI 2021
Generating Adversarial Computer Programs using Optimized Obfuscations
ICLR 2021
Adversarial T-shirt! Evading Person Detectors in A Physical World
ECCV 2020
Proper Network Interpretability Helps Adversarial Robustness in Classification
ICML 2020
Practical Detection of Trojan Neural Networks: Data-Limited and Data-Free Cases
ECCV 2020