Draw Your Art Dream: Diverse Digital Art Synthesis with Multimodal Guided Diffusion. - Nisha Huang; Fan Tang; Weiming Dong; Changsheng Xu (ACM Multimedia, 2022)

Language-driven Diversified Image Retargeting. - Rui Wang; Nisha Huang; Fan Tang; Weiming Dong; Tong-Yee Lee (SIGGRAPH Asia Posters, 2022)

DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization. - Nisha Huang; Yuxin Zhang; Fan Tang; Chongyang Ma; Haibin Huang; Yong Zhang; Weiming Dong; Changsheng Xu (CoRR, 2022)

Inversion-Based Creativity Transfer with Diffusion Models. - Yuxin Zhang; Nisha Huang; Fan Tang; Haibin Huang; Chongyang Ma; Weiming Dong; Changsheng Xu (CoRR, 2022)

Inversion-based Style Transfer with Diffusion Models. - Yuxin Zhang; Nisha Huang; Fan Tang; Haibin Huang; Chongyang Ma; Weiming Dong; Changsheng Xu (CVPR, 2023)

Region-Aware Diffusion for Zero-shot Text-driven Image Editing. - Nisha Huang; Fan Tang; Weiming Dong; Tong-Yee Lee; Changsheng Xu (CoRR, 2023)

ProSpect: Expanded Conditioning for the Personalization of Attribute-aware Image Generation. - Yuxin Zhang; Weiming Dong; Fan Tang; Nisha Huang; Haibin Huang; Chongyang Ma; Tong-Yee Lee; Oliver Deussen; Changsheng Xu (CoRR, 2023)

MotionCrafter: One-Shot Motion Customization of Diffusion Models. - Yuxin Zhang; Fan Tang; Nisha Huang; Haibin Huang; Chongyang Ma; Weiming Dong; Changsheng Xu (CoRR, 2023)

ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models. - Yuxin Zhang; Weiming Dong; Fan Tang; Nisha Huang; Haibin Huang; Chongyang Ma; Tong-Yee Lee; Oliver Deussen; Changsheng Xu (ACM Trans. Graph., 2023)

CreativeSynth: Creative Blending and Synthesis of Visual Arts based on Multimodal Diffusion. - Nisha Huang; Weiming Dong; Yuxin Zhang; Fan Tang; Ronghui Li; Chongyang Ma; Xiu Li 001; Changsheng Xu (CoRR, 2024)

Taming Rectified Flow for Inversion and Editing. - Jiangshan Wang; Junfu Pu; Zhongang Qi; Jiayi Guo; Yue Ma; Nisha Huang; Yuxin Chen; Xiu Li 001; Ying Shan (CoRR, 2024)

Style-A-Video: Agile Diffusion for Arbitrary Text-Based Video Style Transfer. - Nisha Huang; Yuxin Zhang; Weiming Dong (IEEE Signal Process. Lett., 2024)

ArtCrafter: Text-Image Aligning Style Transfer via Embedding Reframing. - Nisha Huang; Kaer Huang; Yifan Pu; Jiangshan Wang; Jie Guo; Yiqiang Yan; Xiu Li 001 (CoRR, 2025)

DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization. - Nisha Huang; Yuxin Zhang; Fan Tang; Chongyang Ma; Haibin Huang; Weiming Dong; Changsheng Xu (IEEE Trans. Neural Networks Learn. Syst., 2025)

S^2-Guidance: Stochastic Self Guidance for Training-Free Enhancement of Diffusion Models. - Chubin Chen; Jiashu Zhu; Xiaokun Feng; Nisha Huang; Meiqi Wu; Fangyuan Mao; Jiahong Wu; Xiangxiang Chu; Xiu Li (CoRR, 2025)