Sparse and Imperceptible Adversarial Attack via a Homotopy Algorithm. - Mingkang Zhu; Tianlong Chen 001; Zhangyang Wang (ICML, 2021)

Learning Transferable 3D Adversarial Cloaks for Deep Trained Detectors. - Arman Maesumi; Mingkang Zhu; Yi Wang 076; Tianlong Chen 001; Zhangyang Wang; Chandrajit Bajaj (CoRR, 2021)

Learning to Generalize Provably in Learning to Optimize. - Junjie Yang; Tianlong Chen 001; Mingkang Zhu; Fengxiang He; Dacheng Tao; Yingbin Liang; Zhangyang Wang (AISTATS, 2023)

LogoSticker: Inserting Logos Into Diffusion Models for Customized Generation. - Mingkang Zhu; Xi Chen; Zhongdao Wang; Hengshuang Zhao; Jiaya Jia (ECCV (60), 2024)

Effective LLM Knowledge Learning via Model Generalization. - Mingkang Zhu; Xi Chen; Zhongdao Wang; Bei Yu 001; Hengshuang Zhao; Jiaya Jia (CoRR, 2025)

Modular Customization of Diffusion Models via Blockwise-Parameterized Low-Rank Adaptation. - Mingkang Zhu; Xi Chen; Zhongdao Wang; Bei Yu 001; Hengshuang Zhao; Jiaya Jia (CoRR, 2025)

TGDPO: Harnessing Token-Level Reward Guidance for Enhancing Direct Preference Optimization. - Mingkang Zhu; Xi Chen; Zhongdao Wang; Bei Yu 001; Hengshuang Zhao; Jiaya Jia (CoRR, 2025)

MiCo: Multi-image Contrast for Reinforcement Visual Reasoning. - Xi Chen 042; Mingkang Zhu; Shaoteng Liu; Xiaoyang Wu 002; Xiaogang Xu 002; Yu Liu 063; Xiang Bai; Hengshuang Zhao (CoRR, 2025)