Shaokui Wei
10 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(20)
🐣
Hot Topic Early Bird
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(8)
Core AI
(8)
Application Areas
(5)
Deep Learning
(4)
Learning Types · Machine Learning
(4)
Security & Privacy
(3)
Learning Types · Deep Learning
(3)
Optimization & Theory · Machine Learning
(3)
Privacy
(3)
Computer Science
(2)
Applications
(2)
Core Methods
(2)
Optimization & Theory · Deep Learning
(2)
Mathematics & Optimization
(1)
Keywords
backdoor attack
(6)
backdoor defense
(6)
neural network
(2)
model unlearning
(2)
data poisoning
(2)
model security
(2)
bilevel optimization
(1)
reproducing kernel hilbert space
(1)
adversarial learning
(1)
constrained optimization
(1)
multimodal large language model
(1)
machine learning security
(1)
deep learning
(1)
sharpness-aware minimization
(1)
cross-modal alignment
(1)
adversarial defense
(1)
poisoning attack
(1)
gradient norm
(1)
adversarial training
(1)
benchmark evaluation
(1)
Papers
Activation Gradient based Poisoned Sample Detection Against Backdoor Attacks
ICLR 2025
Backdoor Mitigation by Distance-Driven Detoxification
ICCV 2025
Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor
NeurIPS 2024
Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness
NeurIPS 2024
VDC: Versatile Data Cleanser based on Visual-Linguistic Inconsistency by Multimodal Large Language Models
ICLR 2024
Enhancing Fine-Tuning Based Backdoor Defense with Sharpness-Aware Minimization
ICCV 2023
Mean Parity Fair Regression in RKHS
AISTATS 2023
Neural Polarizer: A Lightweight and Effective Backdoor Defense via Purifying Poisoned Features
NeurIPS 2023
Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial Examples
NeurIPS 2023
BackdoorBench: A Comprehensive Benchmark of Backdoor Learning
NeurIPS 2022