Quantification of Artist Representativity within an Art Movement. - Yuxin Zhang 006; Fan Tang; Weiming Dong; Changsheng Xu (ICME Workshops, 2022)

Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning. - Yuxin Zhang 006; Fan Tang; Weiming Dong; Haibin Huang; Chongyang Ma; Tong-Yee Lee; Changsheng Xu (SIGGRAPH (Conference Paper Track), 2022)

DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization. - Nisha Huang; Yuxin Zhang 006; Fan Tang; Chongyang Ma; Haibin Huang; Yong Zhang; Weiming Dong; Changsheng Xu (CoRR, 2022)

Inversion-Based Creativity Transfer with Diffusion Models. - Yuxin Zhang 006; Nisha Huang; Fan Tang; Haibin Huang; Chongyang Ma; Weiming Dong; Changsheng Xu (CoRR, 2022)

Inversion-based Style Transfer with Diffusion Models. - Yuxin Zhang 006; Nisha Huang; Fan Tang; Haibin Huang; Chongyang Ma; Weiming Dong; Changsheng Xu (CVPR, 2023)

ProSpect: Expanded Conditioning for the Personalization of Attribute-aware Image Generation. - Yuxin Zhang 006; 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 006; Fan Tang; Nisha Huang; Haibin Huang; Chongyang Ma; Weiming Dong; Changsheng Xu (CoRR, 2023)

A Unified Arbitrary Style Transfer Framework via Adaptive Contrastive Learning. - Yuxin Zhang 006; Fan Tang; Weiming Dong; Haibin Huang; Chongyang Ma; Tong-Yee Lee; Changsheng Xu (ACM Trans. Graph., 2023)

ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models. - Yuxin Zhang 006; Weiming Dong; Fan Tang; Nisha Huang; Haibin Huang; Chongyang Ma; Tong-Yee Lee; Oliver Deussen; Changsheng Xu (ACM Trans. Graph., 2023)

Music Style Transfer with Time-Varying Inversion of Diffusion Models. - Sifei Li; Yuxin Zhang 006; Fan Tang; Chongyang Ma; Weiming Dong; Changsheng Xu (AAAI, 2024)

Dance-to-Music Generation with Encoder-based Textual Inversion. - Sifei Li; Weiming Dong; Yuxin Zhang 006; Fan Tang; Chongyang Ma; Oliver Deussen; Tong-Yee Lee; Changsheng Xu (SIGGRAPH Asia, 2024)

Dance Montage through Style Transfer and Music Generation. - Minyan Luo; Yuxin Zhang 006; Peng Xu 031; Tianle Wang 007; Yihang Bo; Xin Jin 015; Weiming Dong (SIGGRAPH Asia Art Papers, 2024)

CreativeSynth: Creative Blending and Synthesis of Visual Arts based on Multimodal Diffusion. - Nisha Huang; Weiming Dong; Yuxin Zhang 006; Fan Tang; Ronghui Li; Chongyang Ma; Xiu Li 001; Changsheng Xu (CoRR, 2024)

Dance-to-Music Generation with Encoder-based Textual Inversion of Diffusion Models. - Sifei Li; Weiming Dong; Yuxin Zhang 006; Fan Tang; Chongyang Ma; Oliver Deussen; Tong-Yee Lee; Changsheng Xu (CoRR, 2024)

Break-for-Make: Modular Low-Rank Adaptations for Composable Content-Style Customization. - Yu Xu; Fan Tang; Juan Cao 001; Yuxin Zhang 006; Oliver Deussen; Weiming Dong; Jintao Li 001; Tong-Yee Lee (CoRR, 2024)

LumiSculpt: A Consistency Lighting Control Network for Video Generation. - Yuxin Zhang 006; Dandan Zheng; Biao Gong; Jingdong Chen; Ming Yang 007; Weiming Dong; Changsheng Xu (CoRR, 2024)

VidMusician: Video-to-Music Generation with Semantic-Rhythmic Alignment via Hierarchical Visual Features. - Sifei Li; Binxin Yang; Chunji Yin; Chong Sun; Yuxin Zhang 006; Weiming Dong; Chen Li 031 (CoRR, 2024)

Style-A-Video: Agile Diffusion for Arbitrary Text-Based Video Style Transfer. - Nisha Huang; Yuxin Zhang 006; Weiming Dong (IEEE Signal Process. Lett., 2024)

IP-Prompter: Training-Free Theme-Specific Image Generation via Dynamic Visual Prompting. - Yuxin Zhang 006; Minyan Luo; Weiming Dong; Xiao Yang; Haibin Huang; Chongyang Ma; Oliver Deussen; Tong-Yee Lee; Changsheng Xu (SIGGRAPH (Conference Paper Track), 2025)

Bringing Characters to New Stories: Training-Free Theme-Specific Image Generation via Dynamic Visual Prompting. - Yuxin Zhang 006; Minyan Luo; Weiming Dong; Xiao Yang; Haibin Huang; Chongyang Ma; Oliver Deussen; Tong-Yee Lee; Changsheng Xu (CoRR, 2025)

DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization. - Nisha Huang; Yuxin Zhang 006; Fan Tang; Chongyang Ma; Haibin Huang; Weiming Dong; Changsheng Xu (IEEE Trans. Neural Networks Learn. Syst., 2025)

B4M: Breaking Low-Rank Adapter for Making Content-Style Customization. - Yu Xu; Fan Tang; Juan Cao 001; Yuxin Zhang 006; Oliver Deussen; Weiming Dong; Jintao Li 001; Tong-Yee Lee (ACM Trans. Graph., 2025)

A Comprehensive Evaluation of Arbitrary Image Style Transfer Methods. - Zijun Zhou; Fan Tang; Yuxin Zhang 006; Oliver Deussen; Juan Cao 001; Weiming Dong; Xiangtao Li; Tong-Yee Lee (IEEE Trans. Vis. Comput. Graph., 2025)

CreativeSynth: Cross-Art-Attention for Artistic Image Synthesis With Multimodal Diffusion. - Nisha Huang; Weiming Dong; Yuxin Zhang 006; Fan Tang; Ronghui Li; Chongyang Ma; Xiu Li 001; Tong-Yee Lee; Changsheng Xu (IEEE Trans. Vis. Comput. Graph., 2025)

MotionCrafter: Plug-and-Play Motion Guidance for Diffusion Models. - Yuxin Zhang 006; Weiming Dong; Fan Tang; Nisha Huang; Haibin Huang; Chongyang Ma; Pengfei Wan 001; Tong-Yee Lee; Changsheng Xu (IEEE Trans. Vis. Comput. Graph., 2025)

TAG-MoE: Task-Aware Gating for Unified Generative Mixture-of-Experts. - Yu Xu; Hongbin Yan; Juan Cao 001; Yiji Cheng; Tiankai Hang; Runze He; Zijin Yin; Shiyi Zhang; Yuxin Zhang 006; Jintao Li 001; Chunyu Wang; Qinglin Lu; et al. (CoRR, 2026)

Beyond Pixels: Visual Metaphor Transfer via Schema-Driven Agentic Reasoning. - Yu Xu; Yuxin Zhang 006; Juan Cao 001; Lin Gao 004; Chunyu Wang; Oliver Deussen; Tong-Yee Lee; Fan Tang (CoRR, 2026)

FSVideo: Fast Speed Video Diffusion Model in a Highly-Compressed Latent Space. - FSVideo Team; Qingyu Chen; Zhiyuan Fang; Haibin Huang; Xinwei Huang; Tong Jin; Minxuan Lin; Bo Liu; Celong Liu; Chongyang Ma; Xing Mei; Xiaohui Shen; et al. (CoRR, 2026)

SongEcho: Towards Cover Song Generation via Instance-Adaptive Element-wise Linear Modulation. - Sifei Li; Yang Li; Zizhou Wang; Yuxin Zhang 006; Fuzhang Wu; Oliver Deussen; Tong-Yee Lee; Weiming Dong (CoRR, 2026)

Self-Reasoning Agentic Framework for Narrative Product Grid-Collage Generation. - Minyan Luo; Yuxin Zhang 006; Yifei Li; Xincan Wang; Fuzhang Wu; Tong-Yee Lee; Oliver Deussen; Weiming Dong (CoRR, 2026)

HeadRouter: A Training-free Image Editing Framework for MM-DiTs by Adaptively Routing Attention Heads. - Yu Xu; Fan Tang; Juan Cao 001; Xiaoyu Kong; Yuxin Zhang 006; Jin-Tao Li 001; Oliver Deussen; Tong-Yee Lee (ACM Trans. Graph., 2026)