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Nisha Huang

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2025
[j5]
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Nisha Huang, Yuxin Zhang, Fan Tang, Chongyang Ma, Haibin Huang, Weiming Dong, Changsheng Xu:
DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization. IEEE Trans. Neural Networks Learn. Syst. 36(2): 3370-3383 (2025)
[j4]
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Yuxin Zhang, Weiming Dong, Fan Tang, Nisha Huang, Haibin Huang, Chongyang Ma, Pengfei Wan, Tong-Yee Lee, Changsheng Xu:
MotionCrafter: Plug-and-Play Motion Guidance for Diffusion Models. IEEE Trans. Vis. Comput. Graph. 31(10): 8372-8384 (2025)
[j3]
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Nisha Huang, Weiming Dong, Yuxin Zhang, Fan Tang, Ronghui Li, Chongyang Ma, Xiu Li, Tong-Yee Lee, Changsheng Xu:
CreativeSynth: Cross-Art-Attention for Artistic Image Synthesis With Multimodal Diffusion. IEEE Trans. Vis. Comput. Graph. 31(10): 8425-8438 (2025)
[c7]
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Jiangshan Wang, Junfu Pu, Zhongang Qi, Jiayi Guo, Yue Ma, Nisha Huang, Yuxin Chen, Xiu Li, Ying Shan:
Taming Rectified Flow for Inversion and Editing. ICML 2025
[c6]
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  - conf/mm/LinHHLYGL025
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Yizhou Lin, Nisha Huang, Kaer Huang, Henglin Liu, Yiqiang Yan, Jie Guo, Tong-Yee Lee, Xiu Li:
ICE: Intercede Concept Erasure in Text-to-Image Diffusion Models. ACM Multimedia 2025: 11328-11336
[c5]
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Xin Fu, Nisha Huang, Junjie Li, Jie Guo, Xiu Li, Tong-Yee Lee:
PolyArt: Customizable Multilingual Movie Poster Generation via Diffusion Transformer. SIGGRAPH Asia Posters 2025: 10:1-10:3
[c4]
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Qi-Ang Hu, Nisha Huang, Yizhou Lin, Jie Guo, Xiu Li, Tong-Yee Lee:
ETCE: Efficient Two-Stage Concept Erasure for Text-to-Image Diffusion Models. SIGGRAPH Asia Posters 2025: 48:1-48:2
[i13]
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  - journals/corr/abs-2501-02064
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Nisha Huang, Kaer Huang, Yifan Pu, Jiangshan Wang, Jie Guo, Yiqiang Yan, Xiu Li:
ArtCrafter: Text-Image Aligning Style Transfer via Embedding Reframing. CoRR abs/2501.02064 (2025)
[i12]
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  - journals/corr/abs-2508-12880
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Chubin Chen, Jiashu Zhu, Xiaokun Feng, Nisha Huang, Meiqi Wu, Fangyuan Mao, Jiahong Wu, Xiangxiang Chu, Xiu Li:
S²-Guidance: Stochastic Self Guidance for Training-Free Enhancement of Diffusion Models. CoRR abs/2508.12880 (2025)
[i11]
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  - journals/corr/abs-2512-23413
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Henglin Liu, Nisha Huang, Chang Liu, Jiangpeng Yan, Huijuan Huang, Jixuan Ying, Tong-Yee Lee, Pengfei Wan, Xiangyang Ji:
Bridging Cognitive Gap: Hierarchical Description Learning for Artistic Image Aesthetics Assessment. CoRR abs/2512.23413 (2025)
[i10]
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  - journals/corr/abs-2512-24146
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Chubin Chen, Sujie Hu, Jiashu Zhu, Meiqi Wu, Jintao Chen, Yanxun Li, Nisha Huang, Chengyu Fang, Jiahong Wu, Xiangxiang Chu, Xiu Li:
Taming Preference Mode Collapse via Directional Decoupling Alignment in Diffusion Reinforcement Learning. CoRR abs/2512.24146 (2025)
2024
[j2]
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Nisha Huang, Yuxin Zhang, Weiming Dong:
Style-A-Video: Agile Diffusion for Arbitrary Text-Based Video Style Transfer. IEEE Signal Process. Lett. 31: 1494-1498 (2024)
[i9]
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  - journals/corr/abs-2401-14066
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Nisha Huang, Weiming Dong, Yuxin Zhang, Fan Tang, Ronghui Li, Chongyang Ma, Xiu Li, Changsheng Xu:
CreativeSynth: Creative Blending and Synthesis of Visual Arts based on Multimodal Diffusion. CoRR abs/2401.14066 (2024)
[i8]
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  - journals/corr/abs-2411-04746
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Jiangshan Wang, Junfu Pu, Zhongang Qi, Jiayi Guo, Yue Ma, Nisha Huang, Yuxin Chen, Xiu Li, Ying Shan:
Taming Rectified Flow for Inversion and Editing. CoRR abs/2411.04746 (2024)
2023
[j1]
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  - journals/tog/ZhangDTHHMLDX23
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Yuxin Zhang, Weiming Dong, Fan Tang, Nisha Huang, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Oliver Deussen, Changsheng Xu:
ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models. ACM Trans. Graph. 42(6): 244:1-244:14 (2023)
[c3]
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Yuxin Zhang, Nisha Huang, Fan Tang, Haibin Huang, Chongyang Ma, Weiming Dong, Changsheng Xu:
Inversion-based Style Transfer with Diffusion Models. CVPR 2023: 10146-10156
[i7]
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  - journals/corr/abs-2302-11797
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Nisha Huang, Fan Tang, Weiming Dong, Tong-Yee Lee, Changsheng Xu:
Region-Aware Diffusion for Zero-shot Text-driven Image Editing. CoRR abs/2302.11797 (2023)
[i6]
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  - journals/corr/abs-2305-05464
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Nisha Huang, Yuxin Zhang, Weiming Dong:
Style-A-Video: Agile Diffusion for Arbitrary Text-based Video Style Transfer. CoRR abs/2305.05464 (2023)
[i5]
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  - journals/corr/abs-2305-16225
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Yuxin Zhang, Weiming Dong, Fan Tang, Nisha Huang, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Oliver Deussen, Changsheng Xu:
ProSpect: Expanded Conditioning for the Personalization of Attribute-aware Image Generation. CoRR abs/2305.16225 (2023)
[i4]
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  - journals/corr/abs-2312-05288
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Yuxin Zhang, Fan Tang, Nisha Huang, Haibin Huang, Chongyang Ma, Weiming Dong, Changsheng Xu:
MotionCrafter: One-Shot Motion Customization of Diffusion Models. CoRR abs/2312.05288 (2023)
2022
[c2]
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Nisha Huang, Fan Tang, Weiming Dong, Changsheng Xu:
Draw Your Art Dream: Diverse Digital Art Synthesis with Multimodal Guided Diffusion. ACM Multimedia 2022: 1085-1094
[c1]
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  - conf/siggrapha/WangHTDL22
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Rui Wang, Nisha Huang, Fan Tang, Weiming Dong, Tong-Yee Lee:
Language-driven Diversified Image Retargeting. SIGGRAPH Asia Posters 2022: 19:1-19:2
[i3]
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  - journals/corr/abs-2209-13360
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Nisha Huang, Fan Tang, Weiming Dong, Changsheng Xu:
Draw Your Art Dream: Diverse Digital Art Synthesis with Multimodal Guided Diffusion. CoRR abs/2209.13360 (2022)
[i2]
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  - journals/corr/abs-2211-10682
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Nisha Huang, Yuxin Zhang, Fan Tang, Chongyang Ma, Haibin Huang, Yong Zhang, Weiming Dong, Changsheng Xu:
DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization. CoRR abs/2211.10682 (2022)
[i1]
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  - journals/corr/abs-2211-13203
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Yuxin Zhang, Nisha Huang, Fan Tang, Haibin Huang, Chongyang Ma, Weiming Dong, Changsheng Xu:
Inversion-Based Creativity Transfer with Diffusion Models. CoRR abs/2211.13203 (2022)

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