Shuyu Cheng
7 papers · 2019–2026 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
🌉 Interdisciplinary Bridge 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (5) 🧭 Keyword Pioneer
🐣
Hot Topic Early Bird
🏆
Grand Slam
Conferences
NIPS (2)
AAAI (1)
AISTATS (1)
ECCV (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
gradient estimation
(3)
adversarial attack
(2)
query efficiency
(2)
convergence analysis
(1)
prior information
(1)
score matching
(1)
black-box attack
(1)
adversarial perturbation
(1)
variational autoencoder
(1)
surrogate model
(1)
zeroth-order optimization
(1)
gradient-free optimization
(1)
wasserstein gradient flow
(1)
black-box adversarial attack
(1)
transfer-based attack
(1)
hard-label attack
(1)
neural density estimator
(1)
transfer-based prior
(1)
black-box optimization
(1)
ray search optimization
(1)
Papers
Improving the Convergence Rate of Ray Search Optimization for Query-Efficient Hard-Label Attacks
AAAI 2026
Boosting Ray Search Procedure of Hard-label Attacks with Transfer-based Priors
ICLR 2025
Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior
ICML 2024
On the Convergence of Prior-Guided Zeroth-Order Optimization Algorithms
NIPS 2021
Defense Against Adversarial Attacks via Controlling Gradient Leaking on Embedded Manifolds
ECCV 2020
A Wasserstein Minimum Velocity Approach to Learning Unnormalized Models
AISTATS 2020
Improving Black-box Adversarial Attacks with a Transfer-based Prior
NIPS 2019