StyleDiffusion: Prompt-Embedding Inversion for Text-Based Editing. - Senmao Li; Joost van de Weijer 001; Taihang Hu; Fahad Shahbaz Khan; Qibin Hou; Yaxing Wang; Jian Yang 003 (CoRR, 2023)

Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models. - Senmao Li; Taihang Hu; Fahad Shahbaz Khan; Linxuan Li; Shiqi Yang; Yaxing Wang; Ming-Ming Cheng; Jian Yang 003 (CoRR, 2023)

Get What You Want, Not What You Don't: Image Content Suppression for Text-to-Image Diffusion Models. - Senmao Li; Joost van de Weijer 001; Taihang Hu; Fahad Shahbaz Khan; Qibin Hou; Yaxing Wang; Jian Yang 003 (ICLR, 2024)

Token Merging for Training-Free Semantic Binding in Text-to-Image Synthesis. - Taihang Hu; Linxuan Li; Joost van de Weijer 001; Hongcheng Gao; Fahad Shahbaz Khan; Jian Yang 003; Ming-Ming Cheng; Kai Wang 060; Yaxing Wang (NeurIPS, 2024)

Faster Diffusion: Rethinking the Role of the Encoder for Diffusion Model Inference. - Senmao Li; Taihang Hu; Joost van de Weijer 001; Fahad Shahbaz Khan; Tao Liu; Linxuan Li; Shiqi Yang; Yaxing Wang; Ming-Ming Cheng; Jian Yang 003 (NeurIPS, 2024)

Leveraging Catastrophic Forgetting to Develop Safe Diffusion Models against Malicious Finetuning. - Jiadong Pan; Hongcheng Gao; Zongyu Wu 001; Taihang Hu; Li Su 003; Qingming Huang; Liang Li 003 (NeurIPS, 2024)

Meta-Unlearning on Diffusion Models: Preventing Relearning Unlearned Concepts. - Hongcheng Gao; Tianyu Pang; Chao Du; Taihang Hu; Zhijie Deng; Min Lin (CoRR, 2024)

Anchor Token Matching: Implicit Structure Locking for Training-free AR Image Editing. - Taihang Hu; Linxuan Li; Kai Wang 001; Yaxing Wang; Jian Yang 003; Ming-Ming Cheng (CoRR, 2025)

Pixels, Patterns, but No Poetry: To See The World like Humans. - Hongcheng Gao; Zihao Huang; Lin Xu; Jingyi Tang; Xinhao Li; Yue Liu; Haoyang Li; Taihang Hu; Minhua Lin; Xinlong Yang; Ge Wu; Balong Bi; et al. (CoRR, 2025)