Zhan Qin
13 papers · 2021–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (17) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze 𧬠Topic Evolution
π
Grand Slam
ποΈ
Keyword Collector
(53)
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
Top co-authors
Research topics
Keywords
jailbreak attack
(3)
attack success rate
(2)
large language model
(2)
backdoor attack
(2)
machine unlearning
(2)
backdoor defense
(2)
adversarial attack
(2)
text-to-image generation
(1)
adversarial training
(1)
adversarial robustness
(1)
ai safety
(1)
safety alignment
(1)
mutual information
(1)
feature space
(1)
minimax optimization
(1)
model editing
(1)
self-supervised learning
(1)
hessian approximation
(1)
data privacy
(1)
information entropy
(1)
Papers
Eguard: Defending LLM Embeddings Against Inversion Attacks via Text Mutual Information Optimization
AAAI 2026
JANUS: A Lightweight Framework for Jailbreaking Text-to-Image Models via Distribution Optimization
CVPR 2026
MAJIC: Markovian Adaptive Jailbreaking via Iterative Composition of Diverse Innovative Strategies
AAAI 2026
DELMAN: Dynamic Defense Against Large Language Model Jailbreaking with Model Editing
ACL 2025
Donβt Say No: Jailbreaking LLM by Suppressing Refusal
ACL 2025
REFINE: Inversion-Free Backdoor Defense via Model Reprogramming
ICLR 2025
Cross-modality Information Check for Detecting Jailbreaking in Multimodal Large Language Models
EMNLP 2024
Towards Reliable and Efficient Backdoor Trigger Inversion via Decoupling Benign Features
ICLR 2024
Certified Minimax Unlearning with Generalization Rates and Deletion Capacity
NeurIPS 2023
MUter: Machine Unlearning on Adversarially Trained Models
ICCV 2023
Backdoor Defense via Decoupling the Training Process
ICLR 2022
Feature Importance-Aware Transferable Adversarial Attacks
ICCV 2021
From Local to Global Norm Emergence: Dissolving Self-reinforcing Substructures with Incremental Social Instruments
ICML 2021