Shanyan Guan

Guiding a Diffusion Model by Swapping Its Tokens

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

CVPR 2026 Oral

Paper Code

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

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

Paper

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

Chen Zhao, En Ci, Yunzhe Xu, Tiehan Fan, Shanyan Guan, Yanhao Ge, Jian Yang, Ying Tai

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