Adaptive Inverse Control of Piezoelectric Actuators Based on Segment Similarity. - Xiangdong Liu; Mengqi Huang; Rui Xiong; Jinjun Shan; Xuefei Mao (IEEE Trans. Ind. Electron., 2019)

A Deep Learning-Based Fine Crack Segmentation Network on Full-Scale Steel Bridge Images With Complicated Backgrounds. - Zhihang Li; Huamei Zhu; Mengqi Huang (IEEE Access, 2021)

DSE-GAN: Dynamic Semantic Evolution Generative Adversarial Network for Text-to-Image Generation. - Mengqi Huang; Zhendong Mao 001; Penghui Wang; Quan Wang 002; Yongdong Zhang 001 (ACM Multimedia, 2022)

An SGX and Blockchain-Based System for Federated Learning in Classifying COVID-19 Images. - Sihang Qin; Xianjun Gu; Xing Jun; Haitao Li; Mengqi Huang; Weiqi Dai (ISPA/BDCloud/SocialCom/SustainCom, 2023)

Towards Accurate Image Coding: Improved Autoregressive Image Generation with Dynamic Vector Quantization. - Mengqi Huang; Zhendong Mao 001; Zhuowei Chen; Yongdong Zhang 001 (CVPR, 2023)

Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation. - Mengqi Huang; Zhendong Mao 001; Quan Wang 002; Yongdong Zhang 001 (CVPR, 2023)

DreamIdentity: Improved Editability for Efficient Face-identity Preserved Image Generation. - Zhuowei Chen; Shancheng Fang; Wei Liu; Qian He; Mengqi Huang; Yongdong Zhang 001; Zhendong Mao 001 (CoRR, 2023)

DreamIdentity: Enhanced Editability for Efficient Face-Identity Preserved Image Generation. - Zhuowei Chen; Shancheng Fang; Wei Liu; Qian He; Mengqi Huang; Zhendong Mao 001 (AAAI, 2024)

Gradual Residuals Alignment: A Dual-Stream Framework for GAN Inversion and Image Attribute Editing. - Hao Li; Mengqi Huang; Lei Zhang 119; Bo Hu; Yi Liu; Zhendong Mao 001 (AAAI, 2024)

RealCustom: Narrowing Real Text Word for Real-Time Open-Domain Text-to-Image Customization. - Mengqi Huang; Zhendong Mao 001; Mingcong Liu; Qian He; Yongdong Zhang 001 (CVPR, 2024)

RealCustom++: Representing Images as Real-Word for Real-Time Customization. - Zhendong Mao 001; Mengqi Huang; Fei Ding; Mingcong Liu; Qian He; Xiaojun Chang; Yong-Dong Zhang 001 (CoRR, 2024)

VMix: Improving Text-to-Image Diffusion Model with Cross-Attention Mixing Control. - Shaojin Wu; Fei Ding; Mengqi Huang; Wei Liu; Qian He (CoRR, 2024)

CustomContrast: A Multilevel Contrastive Perspective for Subject-Driven Text-to-Image Customization. - Nan Chen; Mengqi Huang; Zhuowei Chen; Yang Zheng; Lei Zhang 119; Zhendong Mao 001 (AAAI, 2025)

FeedEdit: Text-Based Image Editing with Dynamic Feedback Regulation. - Fengyi Fu; Lei Zhang 119; Mengqi Huang; Zhendong Mao 001 (CVPR, 2025)

Dragin3D: Image Editing by Dragging in 3D Space. - Weiran Guang; Xiaoguang Gu; Mengqi Huang; Zhendong Mao 001 (CVPR, 2025)

D^2iT: Dynamic Diffusion Transformer for Accurate Image Generation. - Weinan Jia; Mengqi Huang; Nan Chen; Lei Zhang 119; Zhendong Mao 001 (CVPR, 2025)

A4A: Adapter for Adapter Transfer via All-for-All Mapping for Cross-Architecture Models. - Keyu Tu; Mengqi Huang; Zhuowei Chen; Zhendong Mao 001 (CVPR, 2025)

Skin-Adapter: Fine-Grained Skin-Color Preservation for Text-to-Image Generation. - Zhuowei Chen; Mengqi Huang; Nan Chen; Zhendong Mao 001 (MMM (4), 2025)

RealGeneral: Unifying Visual Generation via Temporal In-Context Learning with Video Models. - Yijing Lin; Mengqi Huang; Shuhan Zhuang; Zhendong Mao 001 (CoRR, 2025)

Less-to-More Generalization: Unlocking More Controllability by In-Context Generation. - Shaojin Wu; Mengqi Huang; Wenxu Wu; Yufeng Cheng; Fei Ding; Qian He (CoRR, 2025)

D2iT: Dynamic Diffusion Transformer for Accurate Image Generation. - Weinan Jia; Mengqi Huang; Nan Chen; Lei Zhang 119; Zhendong Mao 001 (CoRR, 2025)

DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization. - Wenchuan Wang; Mengqi Huang; Yijing Tu; Zhendong Mao 001 (CoRR, 2025)

HDGlyph: A Hierarchical Disentangled Glyph-Based Framework for Long-Tail Text Rendering in Diffusion Models. - Shuhan Zhuang; Mengqi Huang; Fengyi Fu; Nan Chen; Bohan Lei; Zhendong Mao 001 (CoRR, 2025)

Pro3D-Editor : A Progressive-Views Perspective for Consistent and Precise 3D Editing. - Yang Zheng; Mengqi Huang; Nan Chen; Zhendong Mao 001 (CoRR, 2025)

LongAnimation: Long Animation Generation with Dynamic Global-Local Memory. - Nan Chen; Mengqi Huang; Yihao Meng; Zhendong Mao 001 (CoRR, 2025)