Stable Diffusion is Unstable. - Chengbin Du; Yanxi Li 001; Zhongwei Qiu; Chang Xu 002 (NeurIPS, 2023)

Two-in-one Knowledge Distillation for Efficient Facial Forgery Detection. - Chuyang Zhou; Jiajun Huang; Daochang Liu; Chengbin Du; Siqi Ma; Surya Nepal; Chang Xu 002 (CoRR, 2023)

Harnessing Edge Information for Improved Robustness in Vision Transformers. - Yanxi Li 001; Chengbin Du; Chang Xu 001 (AAAI, 2024)

Understanding Robustness of Visual State Space Models for Image Classification. - Chengbin Du; Yanxi Li 001; Chang Xu 001 (CoRR, 2024)

Anti-Compression Contrastive Facial Forgery Detection. - Jiajun Huang; Chengbin Du; Xinqi Zhu; Siqi Ma; Surya Nepal; Chang Xu 002 (IEEE Trans. Multim., 2024)

Optimizing Quantized Diffusion Models via Distillation with Cross-Timestep Error Correction. - Yanxi Li 001; Chengbin Du (AAAI, 2025)