Nisha Huang

26 papers A* 5Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
Bridging Cognitive Gap: Hierarchical Description Learning for Artistic Image Aesthetics Assessment.
AAAI
Henglin Liu, Nisha Huang, Chang Liu, Jiangpeng Yan, Huijuan Huang, Jixuan Ying, Tong-Yee Lee, Pengfei Wan, Xiangyang Ji
2025 J jnl
ArtCrafter: Text-Image Aligning Style Transfer via Embedding Reframing.
CoRR
Nisha Huang, Kaer Huang, Yifan Pu, Jiangshan Wang, Jie Guo, Yiqiang Yan, Xiu Li
2025 J jnl
Bridging Cognitive Gap: Hierarchical Description Learning for Artistic Image Aesthetics Assessment.
CoRR
Henglin Liu, Nisha Huang, Chang Liu, Jiangpeng Yan, Huijuan Huang, Jixuan Ying, Tong-Yee Lee, Pengfei Wan, Xiangyang Ji
2025 J jnl
CreativeSynth: Cross-Art-Attention for Artistic Image Synthesis With Multimodal Diffusion.
IEEE Trans. Vis. Comput. Graph.
Nisha Huang, Weiming Dong, Yuxin Zhang, Fan Tang, Ronghui Li, Chongyang Ma, Xiu Li, Tong-Yee Lee, Changsheng Xu
2025 J jnl
DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization.
IEEE Trans. Neural Networks Learn. Syst.
Nisha Huang, Yuxin Zhang, Fan Tang, Chongyang Ma, Haibin Huang, Weiming Dong, Changsheng Xu
2025 — conf
ETCE: Efficient Two-Stage Concept Erasure for Text-to-Image Diffusion Models.
SIGGRAPH Asia Posters
Qi-Ang Hu, Nisha Huang, Yizhou Lin, Jie Guo, Xiu Li, Tong-Yee Lee
2025 A* conf
ICE: Intercede Concept Erasure in Text-to-Image Diffusion Models.
ACM Multimedia
Yizhou Lin, Nisha Huang, Kaer Huang, Henglin Liu, Yiqiang Yan, Jie Guo, Tong-Yee Lee, Xiu Li
2025 J jnl
MotionCrafter: Plug-and-Play Motion Guidance for Diffusion Models.
IEEE Trans. Vis. Comput. Graph.
Yuxin Zhang, Weiming Dong, Fan Tang, Nisha Huang, Haibin Huang, Chongyang Ma, Pengfei Wan, Tong-Yee Lee, Changsheng Xu
2025 — conf
PolyArt: Customizable Multilingual Movie Poster Generation via Diffusion Transformer.
SIGGRAPH Asia Posters
Xin Fu, Nisha Huang, Junjie Li, Jie Guo, Xiu Li, Tong-Yee Lee
2025 J jnl
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CoRR
Chubin Chen, Jiashu Zhu, Xiaokun Feng, Nisha Huang, Meiqi Wu, Fangyuan Mao, Jiahong Wu, Xiangxiang Chu, Xiu Li
2025 J jnl
Taming Preference Mode Collapse via Directional Decoupling Alignment in Diffusion Reinforcement Learning.
CoRR
Chubin Chen, Sujie Hu, Jiashu Zhu, Meiqi Wu, Jintao Chen, Yanxun Li, Nisha Huang, Chengyu Fang, Jiahong Wu, Xiangxiang Chu, Xiu Li
2025 A* conf
Taming Rectified Flow for Inversion and Editing.
ICML
Jiangshan Wang, Junfu Pu, Zhongang Qi, Jiayi Guo, Yue Ma, Nisha Huang, Yuxin Chen, Xiu Li, Ying Shan
2024 J jnl
CreativeSynth: Creative Blending and Synthesis of Visual Arts based on Multimodal Diffusion.
CoRR
Nisha Huang, Weiming Dong, Yuxin Zhang, Fan Tang, Ronghui Li, Chongyang Ma, Xiu Li, Changsheng Xu
2024 J jnl
Style-A-Video: Agile Diffusion for Arbitrary Text-Based Video Style Transfer.
IEEE Signal Process. Lett.
Nisha Huang, Yuxin Zhang, Weiming Dong
2024 J jnl
Taming Rectified Flow for Inversion and Editing.
CoRR
Jiangshan Wang, Junfu Pu, Zhongang Qi, Jiayi Guo, Yue Ma, Nisha Huang, Yuxin Chen, Xiu Li, Ying Shan
2023 A* conf
Inversion-based Style Transfer with Diffusion Models.
CVPR
Yuxin Zhang, Nisha Huang, Fan Tang, Haibin Huang, Chongyang Ma, Weiming Dong, Changsheng Xu
2023 J jnl
MotionCrafter: One-Shot Motion Customization of Diffusion Models.
CoRR
Yuxin Zhang, Fan Tang, Nisha Huang, Haibin Huang, Chongyang Ma, Weiming Dong, Changsheng Xu
2023 J jnl
ProSpect: Expanded Conditioning for the Personalization of Attribute-aware Image Generation.
CoRR
Yuxin Zhang, Weiming Dong, Fan Tang, Nisha Huang, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Oliver Deussen, Changsheng Xu
2023 J jnl
ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models.
ACM Trans. Graph.
Yuxin Zhang, Weiming Dong, Fan Tang, Nisha Huang, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Oliver Deussen, Changsheng Xu
2023 J jnl
Region-Aware Diffusion for Zero-shot Text-driven Image Editing.
CoRR
Nisha Huang, Fan Tang, Weiming Dong, Tong-Yee Lee, Changsheng Xu
2023 J jnl
Style-A-Video: Agile Diffusion for Arbitrary Text-based Video Style Transfer.
CoRR
Nisha Huang, Yuxin Zhang, Weiming Dong
2022 J jnl
DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization.
CoRR
Nisha Huang, Yuxin Zhang, Fan Tang, Chongyang Ma, Haibin Huang, Yong Zhang, Weiming Dong, Changsheng Xu
2022 A* conf
Draw Your Art Dream: Diverse Digital Art Synthesis with Multimodal Guided Diffusion.
ACM Multimedia
Nisha Huang, Fan Tang, Weiming Dong, Changsheng Xu
2022 J jnl
Draw Your Art Dream: Diverse Digital Art Synthesis with Multimodal Guided Diffusion.
CoRR
Nisha Huang, Fan Tang, Weiming Dong, Changsheng Xu
2022 J jnl
Inversion-Based Creativity Transfer with Diffusion Models.
CoRR
Yuxin Zhang, Nisha Huang, Fan Tang, Haibin Huang, Chongyang Ma, Weiming Dong, Changsheng Xu
2022 — conf
Language-driven Diversified Image Retargeting.
SIGGRAPH Asia Posters
Rui Wang, Nisha Huang, Fan Tang, Weiming Dong, Tong-Yee Lee