Prototypical Residual Networks for Anomaly Detection and Localization. - Hui Zhang 090; Zuxuan Wu; Zheng Wang 059; Zhineng Chen; Yu-Gang Jiang 001 (CVPR, 2023)

DiffusionAD: Denoising Diffusion for Anomaly Detection. - Hui Zhang 090; Zheng Wang 059; Zuxuan Wu; Yu-Gang Jiang 001 (CoRR, 2023)

AdaDiff: Adaptive Step Selection for Fast Diffusion. - Hui Zhang 090; Zuxuan Wu; Zhen Xing; Jie Shao; Yu-Gang Jiang 001 (CoRR, 2023)

VIDiff: Translating Videos via Multi-Modal Instructions with Diffusion Models. - Zhen Xing; Qi Dai 001; Zihao Zhang; Hui Zhang 090; Han Hu 001; Zuxuan Wu; Yu-Gang Jiang 001 (CoRR, 2023)

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation. - Hui Zhang 090; Dexiang Hong; Tingwei Gao; Yitong Wang; Jie Shao; Xinglong Wu; Zuxuan Wu; Yu-Gang Jiang 001 (CoRR, 2024)

AdaDiff: Adaptive Step Selection for Fast Diffusion Models. - Hui Zhang 090; Zuxuan Wu; Zhen Xing; Jie Shao; Yu-Gang Jiang 001 (AAAI, 2025)

BlockDance: Reuse Structurally Similar Spatio-Temporal Features to Accelerate Diffusion Transformers. - Hui Zhang 090; Tingwei Gao; Jie Shao; Zuxuan Wu (CVPR, 2025)

MagicMotion: Controllable Video Generation with Dense-to-Sparse Trajectory Guidance. - Quanhao Li; Zhen Xing; Rui Wang 095; Hui Zhang 090; Qi Dai 001; Zuxuan Wu (CoRR, 2025)

CreatiDesign: A Unified Multi-Conditional Diffusion Transformer for Creative Graphic Design. - Hui Zhang 090; Dexiang Hong; Maoke Yang; Yutao Cheng; Zhao Zhang; Jie Shao; Xinglong Wu; Zuxuan Wu; Yu-Gang Jiang 001 (CoRR, 2025)

Seg2Any: Open-set Segmentation-Mask-to-Image Generation with Precise Shape and Semantic Control. - Danfeng li; Hui Zhang 090; Sheng Wang; Jiacheng Li; Zuxuan Wu (CoRR, 2025)

CreatiPoster: Towards Editable and Controllable Multi-Layer Graphic Design Generation. - Zhao Zhang; Yutao Cheng; Dexiang Hong; Maoke Yang; Gonglei Shi; Lei Ma; Hui Zhang 090; Jie Shao; Xinglong Wu (CoRR, 2025)

DiffusionAD: Norm-Guided One-Step Denoising Diffusion for Anomaly Detection. - Hui Zhang 090; Zheng Wang 059; Dan Zeng 001; Zuxuan Wu; Yu-Gang Jiang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)