Mengqi Huang

According to our database, Mengqi Huang authored at least 36 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Unveiling structural dynamics and allosteric vulnerabilities in Klebsiella pneumoniae KPHS_11890: an integrated DRKG-MD study.

Zhenghua Jiang, Mengqi Huang, Yemei Bu, Siqi Wu, Sijun Meng, Zhaochun Wu, Hesong Qiu, Lingling Wang, Nijun Wei, Wen Zhang, Xunxing Wang, Jiali Zhou, Dongli Lu, Zhichao Hong, Gaohong Zhao, Cong Ma

J. Comput. Aided Mol. Des., December, 2026

Toward Accurate Image Generation via Dynamic Generative Image Transformer.

Zhendong Mao, Mengqi Huang, Yijing Lin, Quan Wang, Lei Zhang, Yongdong Zhang

IEEE Trans. Pattern Anal. Mach. Intell., May, 2026

Lance: Unified Multimodal Modeling by Multi-Task Synergy.

Fengyi Fu, Mengqi Huang, Shaojin Wu, Yunsheng Jiang, Yufei Huo, Hao Li, Yinghang Song, Fei Ding, Jianzhu Guo, Qian He, Zheren Fu, Zhendong Mao, Yongdong Zhang

CoRR, May, 2026

Stream-T1: Test-Time Scaling for Streaming Video Generation.

Yijing Tu, Shaojin Wu, Mengqi Huang, Wenchuan Wang, Yuxin Wang, Chunxiao Liu, Zhendong Mao

CoRR, May, 2026

Stream-R1: Reliability-Perplexity Aware Reward Distillation for Streaming Video Generation.

Bin Wu, Mengqi Huang, Shaojin Wu, Weinan Jia, Yuxin Wang, Zhendong Mao, Yongdong Zhang

CoRR, May, 2026

RealCustom++: Representing Images as Real Textual Word for Real-Time Customization.

Zhendong Mao, Mengqi Huang, Fei Ding, Mingcong Liu, Qian He, Yongdong Zhang

IEEE Trans. Pattern Anal. Mach. Intell., February, 2026

NativeTok: Native Visual Tokenization for Improved Image Generation.

Bin Wu, Mengqi Huang, Weinan Jia, Zhendong Mao

CoRR, January, 2026

LayerEdit: Disentangled Multi-Object Editing via Conflict-Aware Multi-Layer Learning.

Fengyi Fu, Mengqi Huang, Lei Zhang, Zhendong Mao

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

MoGA: Mixture-of-Groups Attention for End-to-End Long Video Generation.

Weinan Jia, Yuning Lu, Mengqi Huang, Hualiang Wang, Binyuan Huang, Nan Chen, Mu Liu, Jidong Jiang, Zhendong Mao

CoRR, October, 2025

UMO: Scaling Multi-Identity Consistency for Image Customization via Matching Reward.

Yufeng Cheng, Wenxu Wu, Shaojin Wu, Mengqi Huang, Fei Ding, Qian He

CoRR, September, 2025

USO: Unified Style and Subject-Driven Generation via Disentangled and Reward Learning.

Shaojin Wu, Mengqi Huang, Yufeng Cheng, Wenxu Wu, Jiahe Tian, Yiming Luo, Fei Ding, Qian He

CoRR, August, 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

CoRR, May, 2025

D²iT: Dynamic Diffusion Transformer for Accurate Image Generation.

Weinan Jia, Mengqi Huang, Nan Chen, Lei Zhang, Zhendong Mao

CoRR, April, 2025

Pro3D-Editor: A Progressive-Views Perspective for Consistent and Precise 3D Editing.

Yang Zheng, Mengqi Huang, Nan Chen, Zhendong Mao

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Skin-Adapter: Fine-Grained Skin-Color Preservation for Text-to-Image Generation.

Zhuowei Chen, Mengqi Huang, Nan Chen, Zhendong Mao

Proceedings of the MultiMedia Modeling, 2025

Less-to-More Generalization: Unlocking More Controllability by In-Context Generation.

Shaojin Wu, Mengqi Huang, Wenxu Wu, Yufeng Cheng, Fei Ding, Qian He

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization.

Wenchuan Wang, Mengqi Huang, Yijing Tu, Zhendong Mao

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Realgeneral: Unifying Visual Generation Via Temporal in-Context Learning With Video Models.

Yijing Lin, Mengqi Huang, Shuhan Zhuang, Zhendong Mao

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

LongAnimation: Long Animation Generation with Dynamic Global-Local Memory.

Nan Chen, Mengqi Huang, Yihao Meng, Zhendong Mao

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

A4A: Adapter for Adapter Transfer via All-for-All Mapping for Cross-Architecture Models.

Keyu Tu, Mengqi Huang, Zhuowei Chen, Zhendong Mao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

D^2iT: Dynamic Diffusion Transformer for Accurate Image Generation.

Weinan Jia, Mengqi Huang, Nan Chen, Lei Zhang, Zhendong Mao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Dragin3D: Image Editing by Dragging in 3D Space.

Weiran Guang, Xiaoguang Gu, Mengqi Huang, Zhendong Mao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

FeedEdit: Text-Based Image Editing with Dynamic Feedback Regulation.

Fengyi Fu, Lei Zhang, Mengqi Huang, Zhendong Mao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

CustomContrast: A Multilevel Contrastive Perspective for Subject-Driven Text-to-Image Customization.

Nan Chen, Mengqi Huang, Zhuowei Chen, Yang Zheng, Lei Zhang, Zhendong Mao

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

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

RealCustom++: Representing Images as Real-Word for Real-Time Customization.

Zhendong Mao, Mengqi Huang, Fei Ding, Mingcong Liu, Qian He, Xiaojun Chang, Yong-Dong Zhang

CoRR, 2024

RealCustom: Narrowing Real Text Word for Real-Time Open-Domain Text-to-Image Customization.

Mengqi Huang, Zhendong Mao, Mingcong Liu, Qian He, Yongdong Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

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

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

DreamIdentity: Enhanced Editability for Efficient Face-Identity Preserved Image Generation.

Zhuowei Chen, Shancheng Fang, Wei Liu, Qian He, Mengqi Huang, Zhendong Mao

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

DreamIdentity: Improved Editability for Efficient Face-identity Preserved Image Generation.

Zhuowei Chen, Shancheng Fang, Wei Liu, Qian He, Mengqi Huang, Yongdong Zhang, Zhendong Mao

CoRR, 2023

Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation.

Mengqi Huang, Zhendong Mao, Quan Wang, Yongdong Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Towards Accurate Image Coding: Improved Autoregressive Image Generation with Dynamic Vector Quantization.

Mengqi Huang, Zhendong Mao, Zhuowei Chen, Yongdong Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

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

Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2023

2022

DSE-GAN: Dynamic Semantic Evolution Generative Adversarial Network for Text-to-Image Generation.

Mengqi Huang, Zhendong Mao, Penghui Wang, Quan Wang, Yongdong Zhang

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

2021

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

2019

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