DAmageNet: A Universal Adversarial Dataset. - Sizhe Chen; Xiaolin Huang; Zhengbao He; Chengjin Sun (CoRR, 2019)

Universal Adversarial Attack on Attention and the Resulting Dataset DAmageNet. - Sizhe Chen; Zhengbao He; Chengjin Sun; Xiaolin Huang (CoRR, 2020)

Universal Adversarial Attack on Attention and the Resulting Dataset DAmageNet. - Sizhe Chen; Zhengbao He; Chengjin Sun; Jie Yang 002; Xiaolin Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Investigating Catastrophic Overfitting in Fast Adversarial Training: A Self-fitting Perspective. - Zhengbao He; Tao Li; Sizhe Chen; Xiaolin Huang (CVPR Workshops, 2023)

Friendly Sharpness-Aware Minimization. - Tao Li; Pan Zhou; Zhengbao He; Xinwen Cheng; Xiaolin Huang (CVPR, 2024)

Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement. - Zhehao Huang; Xinwen Cheng; JingHao Zheng; Haoran Wang; Zhengbao He; Tao Li; Xiaolin Huang (NeurIPS, 2024)

Friendly Sharpness-Aware Minimization. - Tao Li; Pan Zhou 002; Zhengbao He; Xinwen Cheng; Xiaolin Huang (CoRR, 2024)

Towards Natural Machine Unlearning. - Zhengbao He; Tao Li; Xinwen Cheng; Zhehao Huang; Xiaolin Huang (CoRR, 2024)

Flat-LoRA: Low-Rank Adaption over a Flat Loss Landscape. - Tao Li; Zhengbao He; Yujun Li; Yasheng Wang; Lifeng Shang; Xiaolin Huang (CoRR, 2024)

MUSO: Achieving Exact Machine Unlearning in Over-Parameterized Regimes. - Ruikai Yang; Mingzhen He; Zhengbao He; Youmei Qiu; Xiaolin Huang (CoRR, 2024)

Simulating Training Dynamics to Reconstruct Training Data from Deep Neural Networks. - Hanling Tian; Yuhang Liu 003; Mingzhen He; Zhengbao He; Zhehao Huang; Ruikai Yang; Xiaolin Huang (ICLR, 2025)

Pursuing Feature Separation based on Neural Collapse for Out-of-Distribution Detection. - Yingwen Wu; Ruiji Yu; Xinwen Cheng; Zhengbao He; Xiaolin Huang (ICLR, 2025)

A Unified Gradient-based Framework for Task-agnostic Continual Learning-Unlearning. - Zhehao Huang; Xinwen Cheng; Jie Zhang; JingHao Zheng; Haoran Wang; Zhengbao He; Tao Li; Xiaolin Huang (CoRR, 2025)

T2I-ConBench: Text-to-Image Benchmark for Continual Post-training. - Zhehao Huang; Yuhang Liu 003; Yixin Lou; Zhengbao He; Mingzhen He; Wenxing Zhou; Tao Li; Kehan Li; Zeyi Huang; Xiaolin Huang (CoRR, 2025)