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Home/Authors/Mengqi Huang

Mengqi Huang

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 14, 2026, 11:32 PM AMS

14

papers

264

total citations

papers (14)

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

Towards Accurate Image Coding: Improved Autoregressive Image Generation With Dynamic Vector Quantization

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

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

RealGeneral: Unifying Visual Generation via Temporal In-Context Learning with Video Models

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

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

LongAnimation: Long Animation Generation with Dynamic Global-Local Memory

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

FeedEdit: Text-Based Image Editing with Dynamic Feedback Regulation

Gradual Residuals Alignment: A Dual-Stream Framework for GAN Inversion and Image Attribute Editing

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

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

Dragin3D: Image Editing by Dragging in 3D Space