| 2026 | AAAI | LayerEdit: Disentangled Multi-Object Editing via Conflict-Aware Multi-Layer Learning. | Fengyi Fu, Mengqi Huang, Lei Zhang, Zhendong Mao |
| 2025 | AAAI | CustomContrast: A Multilevel Contrastive Perspective for Subject-Driven Text-to-Image Customization. | Nan Chen, Mengqi Huang, Zhuowei Chen, Yang Zheng, Lei Zhang, Zhendong Mao |
| 2025 | CVPR | FeedEdit: Text-Based Image Editing with Dynamic Feedback Regulation. | Fengyi Fu, Lei Zhang, Mengqi Huang, Zhendong Mao |
| 2025 | CVPR | Dragin3D: Image Editing by Dragging in 3D Space. | Weiran Guang, Xiaoguang Gu, Mengqi Huang, Zhendong Mao |
| 2025 | CVPR | D^2iT: Dynamic Diffusion Transformer for Accurate Image Generation. | Weinan Jia, Mengqi Huang, Nan Chen, Lei Zhang, Zhendong Mao |
| 2025 | CVPR | A4A: Adapter for Adapter Transfer via All-for-All Mapping for Cross-Architecture Models. | Keyu Tu, Mengqi Huang, Zhuowei Chen, Zhendong Mao |
| 2025 | ICCV | LongAnimation: Long Animation Generation with Dynamic Global-Local Memory. | Nan Chen, Mengqi Huang, Yihao Meng, Zhendong Mao |
| 2025 | ICCV | Realgeneral: Unifying Visual Generation Via Temporal in-Context Learning With Video Models. | Yijing Lin, Mengqi Huang, Shuhan Zhuang, Zhendong Mao |
| 2025 | ICCV | DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization. | Wenchuan Wang, Mengqi Huang, Yijing Tu, Zhendong Mao |
| 2025 | ICCV | Less-to-More Generalization: Unlocking More Controllability by In-Context Generation. | Shaojin Wu, Mengqi Huang, Wenxu Wu, Yufeng Cheng, Fei Ding, Qian He |
| 2025 | MMM | Skin-Adapter: Fine-Grained Skin-Color Preservation for Text-to-Image Generation. | Zhuowei Chen, Mengqi Huang, Nan Chen, Zhendong Mao |
| 2024 | AAAI | DreamIdentity: Enhanced Editability for Efficient Face-Identity Preserved Image Generation. | Zhuowei Chen, Shancheng Fang, Wei Liu, Qian He, Mengqi Huang, Zhendong Mao |
| 2024 | AAAI | Gradual Residuals Alignment: A Dual-Stream Framework for GAN Inversion and Image Attribute Editing. | Hao Li, Mengqi Huang, Lei Zhang, Bo Hu, Yi Liu, Zhendong Mao |
| 2024 | CVPR | RealCustom: Narrowing Real Text Word for Real-Time Open-Domain Text-to-Image Customization. | Mengqi Huang, Zhendong Mao, Mingcong Liu, Qian He, Yongdong Zhang |
| 2023 | CVPR | Towards Accurate Image Coding: Improved Autoregressive Image Generation with Dynamic Vector Quantization. | Mengqi Huang, Zhendong Mao, Zhuowei Chen, Yongdong Zhang |
| 2023 | CVPR | Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation. | Mengqi Huang, Zhendong Mao, Quan Wang, Yongdong Zhang |