Shaokui Wei
10 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (18) π Interdisciplinary Bridge π Cross-Pollinator (13)
π
Renaissance Researcher
(6)
π
Century Club
(10)
Conferences
NIPS (5)
ICCV (2)
ICLR (2)
AISTATS (1)
Top co-authors
Research topics
Keywords
backdoor defense
(6)
backdoor attack
(5)
neural network
(2)
model security
(2)
model unlearning
(2)
sharpness-aware minimization
(1)
deep learning
(1)
constrained optimization
(1)
reproducing kernel hilbert space
(1)
machine learning security
(1)
adversarial defense
(1)
poisoning attack
(1)
gradient norm
(1)
bi-level optimization
(1)
neural network robustness
(1)
adversarial example
(1)
model utility
(1)
fairness constraint
(1)
model purification
(1)
backdoor mitigation
(1)
Papers
Activation Gradient based Poisoned Sample Detection Against Backdoor Attacks
ICLR 2025
Backdoor Mitigation by Distance-Driven Detoxification
ICCV 2025
Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness
NIPS 2024
VDC: Versatile Data Cleanser based on Visual-Linguistic Inconsistency by Multimodal Large Language Models
ICLR 2024
Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor
NIPS 2024
Mean Parity Fair Regression in RKHS
AISTATS 2023
Neural Polarizer: A Lightweight and Effective Backdoor Defense via Purifying Poisoned Features
NIPS 2023
Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial Examples
NIPS 2023
Enhancing Fine-Tuning Based Backdoor Defense with Sharpness-Aware Minimization
ICCV 2023
BackdoorBench: A Comprehensive Benchmark of Backdoor Learning
NIPS 2022