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ORCIDMengqi Huang
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2020 – today
- 2025
[c13]Nan Chen, Mengqi Huang, Zhuowei Chen, Yang Zheng, Lei Zhang, Zhendong Mao:
CustomContrast: A Multilevel Contrastive Perspective for Subject-Driven Text-to-Image Customization. AAAI 2025: 2123-2131- [c12]Fengyi Fu, Lei Zhang, Mengqi Huang, Zhendong Mao:
FeedEdit: Text-Based Image Editing with Dynamic Feedback Regulation. CVPR 2025: 2661-2670 - [c11]Weinan Jia, Mengqi Huang, Nan Chen, Lei Zhang, Zhendong Mao:
D^2iT: Dynamic Diffusion Transformer for Accurate Image Generation. CVPR 2025: 12860-12870 - [c10]Keyu Tu, Mengqi Huang, Zhuowei Chen, Zhendong Mao:
A4A: Adapter for Adapter Transfer via All-for-All Mapping for Cross-Architecture Models. CVPR 2025: 18476-18485 - [c9]Weiran Guang, Xiaoguang Gu, Mengqi Huang, Zhendong Mao:
Dragin3D: Image Editing by Dragging in 3D Space. CVPR 2025: 21502-21512 - [c8]Zhuowei Chen, Mengqi Huang, Nan Chen, Zhendong Mao:
Skin-Adapter: Fine-Grained Skin-Color Preservation for Text-to-Image Generation. MMM (4) 2025: 16-29 - [i20]Yijing Lin, Mengqi Huang, Shuhan Zhuang, Zhendong Mao:
RealGeneral: Unifying Visual Generation via Temporal In-Context Learning with Video Models. CoRR abs/2503.10406 (2025) - [i19]Shaojin Wu, Mengqi Huang, Wenxu Wu, Yufeng Cheng, Fei Ding, Qian He:
Less-to-More Generalization: Unlocking More Controllability by In-Context Generation. CoRR abs/2504.02160 (2025) - [i18]Weinan Jia, Mengqi Huang, Nan Chen, Lei Zhang, Zhendong Mao:
D2iT: Dynamic Diffusion Transformer for Accurate Image Generation. CoRR abs/2504.09454 (2025) - [i17]Wenchuan Wang, Mengqi Huang, Yijing Tu, Zhendong Mao:
DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization. CoRR abs/2505.02192 (2025) - [i16]Shuhan Zhuang, Mengqi Huang, Fengyi Fu, Nan Chen, Bohan Lei, Zhendong Mao:
HDGlyph: A Hierarchical Disentangled Glyph-Based Framework for Long-Tail Text Rendering in Diffusion Models. CoRR abs/2505.06543 (2025) - [i15]Yang Zheng, Mengqi Huang, Nan Chen, Zhendong Mao:
Pro3D-Editor : A Progressive-Views Perspective for Consistent and Precise 3D Editing. CoRR abs/2506.00512 (2025) - [i14]Nan Chen, Mengqi Huang, Yihao Meng, Zhendong Mao:
LongAnimation: Long Animation Generation with Dynamic Global-Local Memory. CoRR abs/2507.01945 (2025) - [i13]Shaojin Wu, Mengqi Huang, Yufeng Cheng, Wenxu Wu, Jiahe Tian, Yiming Luo, Fei Ding, Qian He:
USO: Unified Style and Subject-Driven Generation via Disentangled and Reward Learning. CoRR abs/2508.18966 (2025) - [i12]Yufeng Cheng, Wenxu Wu, Shaojin Wu, Mengqi Huang, Fei Ding, Qian He:
UMO: Scaling Multi-Identity Consistency for Image Customization via Matching Reward. CoRR abs/2509.06818 (2025) - [i11]Weinan Jia, Yuning Lu, Mengqi Huang, Hualiang Wang, Binyuan Huang, Nan Chen, Mu Liu, Jidong Jiang, Zhendong Mao:
MoGA: Mixture-of-Groups Attention for End-to-End Long Video Generation. CoRR abs/2510.18692 (2025) - [i10]Fengyi Fu, Mengqi Huang, Lei Zhang, Zhendong Mao:
LayerEdit: Disentangled Multi-Object Editing via Conflict-Aware Multi-Layer Learning. CoRR abs/2511.08251 (2025) - 2024
- [c7]Zhuowei Chen, Shancheng Fang, Wei Liu, Qian He, Mengqi Huang, Zhendong Mao:
DreamIdentity: Enhanced Editability for Efficient Face-Identity Preserved Image Generation. AAAI 2024: 1281-1289 - [c6]Hao Li, Mengqi Huang, Lei Zhang, Bo Hu
, Yi Liu, Zhendong Mao:
Gradual Residuals Alignment: A Dual-Stream Framework for GAN Inversion and Image Attribute Editing. AAAI 2024: 3064-3072 - [c5]Mengqi Huang, Zhendong Mao, Mingcong Liu, Qian He, Yongdong Zhang:
RealCustom: Narrowing Real Text Word for Real-Time Open-Domain Text-to-Image Customization. CVPR 2024: 7476-7485 - [i9]Hao Li, Mengqi Huang, Lei Zhang, Bo Hu, Yi Liu, Zhendong Mao:
Gradual Residuals Alignment: A Dual-Stream Framework for GAN Inversion and Image Attribute Editing. CoRR abs/2402.14398 (2024) - [i8]Mengqi Huang, Zhendong Mao, Mingcong Liu, Qian He, Yongdong Zhang:
RealCustom: Narrowing Real Text Word for Real-Time Open-Domain Text-to-Image Customization. CoRR abs/2403.00483 (2024) - [i7]Zhendong Mao, Mengqi Huang, Fei Ding, Mingcong Liu, Qian He, Xiaojun Chang, Yong-Dong Zhang:
RealCustom++: Representing Images as Real-Word for Real-Time Customization. CoRR abs/2408.09744 (2024) - [i6]Nan Chen, Mengqi Huang, Zhuowei Chen, Yang Zheng, Lei Zhang, Zhendong Mao:
CustomContrast: A Multilevel Contrastive Perspective For Subject-Driven Text-to-Image Customization. CoRR abs/2409.05606 (2024) - [i5]Shaojin Wu, Fei Ding, Mengqi Huang, Wei Liu, Qian He:
VMix: Improving Text-to-Image Diffusion Model with Cross-Attention Mixing Control. CoRR abs/2412.20800 (2024) - 2023
- [c4]Sihang Qin, Xianjun Gu, Xing Jun, Haitao Li, Mengqi Huang, Weiqi Dai:
An SGX and Blockchain-Based System for Federated Learning in Classifying COVID-19 Images. ISPA/BDCloud/SocialCom/SustainCom 2023: 758-765 - [c3]Mengqi Huang, Zhendong Mao, Quan Wang, Yongdong Zhang:
Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation. CVPR 2023: 2002-2011 - [c2]Mengqi Huang, Zhendong Mao, Zhuowei Chen, Yongdong Zhang:
Towards Accurate Image Coding: Improved Autoregressive Image Generation with Dynamic Vector Quantization. CVPR 2023: 22596-22605 - [i4]Mengqi Huang, Zhendong Mao, Zhuowei Chen, Yongdong Zhang:
Towards Accurate Image Coding: Improved Autoregressive Image Generation with Dynamic Vector Quantization. CoRR abs/2305.11718 (2023) - [i3]Mengqi Huang, Zhendong Mao, Quan Wang, Yongdong Zhang:
Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation. CoRR abs/2305.13607 (2023) - [i2]Zhuowei Chen, Shancheng Fang, Wei Liu, Qian He, Mengqi Huang, Yongdong Zhang, Zhendong Mao:
DreamIdentity: Improved Editability for Efficient Face-identity Preserved Image Generation. CoRR abs/2307.00300 (2023) - 2022
- [c1]Mengqi Huang, Zhendong Mao, Penghui Wang, Quan Wang, Yongdong Zhang:
DSE-GAN: Dynamic Semantic Evolution Generative Adversarial Network for Text-to-Image Generation. ACM Multimedia 2022: 4345-4354 - [i1]Mengqi Huang, Zhendong Mao, Penghui Wang, Quan Wang, Yongdong Zhang:
DSE-GAN: Dynamic Semantic Evolution Generative Adversarial Network for Text-to-Image Generation. CoRR abs/2209.01339 (2022) - 2021
- [j2]Zhihang Li, Huamei Zhu, Mengqi Huang:
A Deep Learning-Based Fine Crack Segmentation Network on Full-Scale Steel Bridge Images With Complicated Backgrounds. IEEE Access 9: 114989-114997 (2021)
2010 – 2019
- 2019
- [j1]Xiangdong Liu, Mengqi Huang, Rui Xiong, Jinjun Shan, Xuefei Mao:
Adaptive Inverse Control of Piezoelectric Actuators Based on Segment Similarity. IEEE Trans. Ind. Electron. 66(7): 5403-5411 (2019)
Coauthor Index
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