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Qin, Zhan
10 publications
ICLR
2025
REFINE: Inversion-Free Backdoor Defense via Model Reprogramming
Yukun Chen
,
Shuo Shao
,
Enhao Huang
,
Yiming Li
,
Pin-Yu Chen
,
Zhan Qin
,
Kui Ren
NeurIPS
2025
Taught Well Learned Ill: Towards Distillation-Conditional Backdoor Attack
Yukun Chen
,
Boheng Li
,
Yu Yuan
,
Leyi Qi
,
Yiming Li
,
Tianwei Zhang
,
Zhan Qin
,
Kui Ren
NeurIPS
2025
Towards Resilient Safety-Driven Unlearning for Diffusion Models Against Downstream Fine-Tuning
Boheng Li
,
Renjie Gu
,
Junjie Wang
,
Leyi Qi
,
Yiming Li
,
Run Wang
,
Zhan Qin
,
Tianwei Zhang
NeurIPS
2025
WMCopier: Forging Invisible Watermarks on Arbitrary Images
Ziping Dong
,
Chao Shuai
,
Zhongjie Ba
,
Peng Cheng
,
Zhan Qin
,
Qinglong Wang
,
Kui Ren
ICLR
2024
Towards Reliable and Efficient Backdoor Trigger Inversion via Decoupling Benign Features
Xiong Xu
,
Kunzhe Huang
,
Yiming Li
,
Zhan Qin
,
Kui Ren
NeurIPS
2023
Certified Minimax Unlearning with Generalization Rates and Deletion Capacity
Jiaqi Liu
,
Jian Lou
,
Zhan Qin
,
Kui Ren
ICCV
2023
MUter: Machine Unlearning on Adversarially Trained Models
Junxu Liu
,
Mingsheng Xue
,
Jian Lou
,
Xiaoyu Zhang
,
Li Xiong
,
Zhan Qin
ICLR
2022
Backdoor Defense via Decoupling the Training Process
Kunzhe Huang
,
Yiming Li
,
Baoyuan Wu
,
Zhan Qin
,
Kui Ren
ICCV
2021
Feature Importance-Aware Transferable Adversarial Attacks
Zhibo Wang
,
Hengchang Guo
,
Zhifei Zhang
,
Wenxin Liu
,
Zhan Qin
,
Kui Ren
ICML
2021
From Local to Global Norm Emergence: Dissolving Self-Reinforcing Substructures with Incremental Social Instruments
Yiwei Liu
,
Jiamou Liu
,
Kaibin Wan
,
Zhan Qin
,
Zijian Zhang
,
Bakhadyr Khoussainov
,
Liehuang Zhu