Mengqi Huang

Lance: Unified Multimodal Modeling by Multi-Task Synergy

arXiv 2026

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

arXiv 2026

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

arXiv 2026

NativeTok: Native Visual Tokenization for Improved Image Generation

arXiv 2026

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

ICCV 2025

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

arXiv 2025

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

ICCV 2025

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

arXiv 2025

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

arXiv 2025

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

arXiv 2025

LongAnimation: Long Animation Generation with Dynamic Global-Local Memory

ICCV 2025

VMix: Improving Text-to-Image Diffusion Model with Cross-Attention Mixing Control

arXiv 2024

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

arXiv 2024

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

CVPR 2024 1

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

towards-accurate-image-coding-improved

Zhendong Mao

Qian He

Shaojin Wu

Fei Ding

Yongdong Zhang

Weinan Jia

Nan Chen

Wenxu Wu

Yufeng Cheng

Bin Wu