Mengqi Huang
15 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
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Keywords
image generation
(7)
image editing
(4)
generative model
(3)
diffusion transformer
(3)
diffusion model
(3)
image reconstruction
(2)
autoregressive image generation
(2)
codebook learning
(2)
subject-driven generation
(2)
identity preservation
(2)
autoregressive model
(2)
vector quantization
(2)
text-to-image generation
(2)
variational autoencoder
(2)
face recognition
(1)
multimodal learning
(1)
feature extraction
(1)
in-context learning
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knowledge distillation
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3d reconstruction
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Papers
LayerEdit: Disentangled Multi-Object Editing via Conflict-Aware Multi-Layer Learning
AAAI 2026
CustomContrast: A Multilevel Contrastive Perspective for Subject-Driven Text-to-Image Customization
AAAI 2025
A4A: Adapter for Adapter Transfer via All-for-All Mapping for Cross-Architecture Models
CVPR 2025
FeedEdit: Text-Based Image Editing with Dynamic Feedback Regulation
CVPR 2025
Less-to-More Generalization: Unlocking More Controllability by In-Context Generation
ICCV 2025
DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization
ICCV 2025
RealGeneral: Unifying Visual Generation via Temporal In-Context Learning with Video Models
ICCV 2025
LongAnimation: Long Animation Generation with Dynamic Global-Local Memory
ICCV 2025
Dragin3D: Image Editing by Dragging in 3D Space
CVPR 2025
D^2iT: Dynamic Diffusion Transformer for Accurate Image Generation
CVPR 2025
RealCustom: Narrowing Real Text Word for Real-Time Open-Domain Text-to-Image Customization
CVPR 2024
Gradual Residuals Alignment: A Dual-Stream Framework for GAN Inversion and Image Attribute Editing
AAAI 2024
DreamIdentity: Enhanced Editability for Efficient Face-Identity Preserved Image Generation
AAAI 2024
Towards Accurate Image Coding: Improved Autoregressive Image Generation With Dynamic Vector Quantization
CVPR 2023
Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation
CVPR 2023