VINS-120K: Ultra High-Resolution Image Editing with A Large-Scale Dataset

Zhizhou Chen, Shanyan Guan, Zhanxin Gao, En Ci, Yanhao Ge, Wei Li, Zhenyu Zhang, Jian Yang, Ying Tai

CVPR 2026

Guiding a Diffusion Model by Swapping Its Tokens

Weijia Zhang, Yuehao Liu, Shanyan Guan, Wu Ran, Yanhao Ge, Wei Li, Chao Ma

CVPR 2026

Octopus: History-Free Gradient Orthogonalization for Continual Learning in Multimodal Large Language Models

Yuehao Liu, Shanyan Guan, Weijia Zhang, Xuanming Shang, Yanhao Ge, Wei Li, Chao Ma

CVPR 2026

LearnIR: Learnable Posterior Sampling for Real-World Image Restoration

Yihang Bao, Zhen Huang, Shanyan Guan, Songlin Yang, Yanhao Ge, Wei Li, Bukun Huang, Zengmin Xu

ICLR 2026

UltraHR-100K: Enhancing UHR Image Synthesis with A Large-Scale High-Quality Dataset

Shanyan Guan, Yanhao Ge, Yunbo Wang, Wei Li, Xiaokang Yang

NeurIPS 2025

NeoWorld: Neural Simulation of Explorable Virtual Worlds via Progressive 3D Unfolding

Yanpeng Zhao, Shanyan Guan, Yunbo Wang, Yanhao Ge, Wei Li, Xiaokang Yang

arXiv preprint, 2025

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent

En Ci*, Shanyan Guan*, Yanhao Ge, Yilin Zhang, Wei Li, Jian Yang, Ying Zhenyu Zhang, Tai

ICCV 2025

[Paper] [知乎]

PostEdit: Posterior Sampling for Efficient Zero-Shot Image Editing

Feng Tian, Yixuan Li, Yichao Yan, Shanyan Guan, Yanhao Ge, Xiaokang Yang

ICLR 2025

[Paper] [Code]

NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics

Junyi Cao, Shanyan Guan†, Yanhao Ge, Wei Li, Xiaokang Yang, Chao Ma

NeurIPS 2024

[Paper] [Code] [Project]

HybridBooth: Hybrid Prompt Inversion for Efficient Subject-Driven Generation

Shanyan Guan*, Yanhao Ge*, Ying Tai, Jian Yang, Wei Li, Mingyu You

ECCV 2024

[Paper] [Project]

CageNeRF: Cage-based Neural Radiance Field for Generalized 3D Deformation and Animation

Yicong Peng, Yichao Yan, Shengqi Liu, Yuhao Cheng, Shanyan Guan, Bowen Pan, Guangtao Zhai, Xiaokang Yang

NeurIPS 2022

[Paper] [Code]

Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation

Shanyan Guan, Jingwei Xu, Michelle Z He, Yunbo Wang, Bingbing Ni, Xiaokang Yang

IEEE T-PAMI 2022

[Paper] [Project] [Code]

PTSEFormer: Progressive Temporal-Spatial Enhanced Transformer Towards Video Object Detection

Han Wang, Jun Tang, Xiaodong Liu, Shanyan Guan, Rong Xie, Li Song

ECCV 2022

[Paper] [Code]

NeuroFluid: Fluid Dynamics Grounding with Particle-Driven Neural Radiance Fields

Shanyan Guan, Huayu Deng, Yunbo Wang, Xiaokang Yang

ICML 2022 Spotlight

[Paper] [Project] [Code]

Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction

Shanyan Guan*, Jingwei Xu*, Yunbo Wang, Bingbing Ni, Xiaokang Yang

CVPR 2021

[Paper] [Project] [Code]

Collaborative Learning for Faster StyleGAN Embedding

Shanyan Guan, Ying Tai, Bingbing Ni, Feida Zhu, Feiyue Huang, Xiaokang Yang

arXiv 2019

Human Action Transfer Based on 3D Model Reconstruction

Shanyan Guan*, Shuo Wen*, Dexin Yang*, Bingbing Ni, Wendong Zhang, Jun Tang, Xiaokang Yang

AAAI 2019 Oral

[Paper]