Perspective distorted video restoration and stabilization for mobile devices. - Shuai Yang 001; Jiaying Liu 001; Wenhan Yang; Zongming Guo (ChinaSIP, 2015)

Novel autoregressive model based on adaptive window-extension and patch-geodesic distance for image interpolation. - Wenhan Yang; Jiaying Liu 001; Shuai Yang 001; Zongming Guo (ICASSP, 2015)

Hierarchical oil painting stylization with limited reference via sparse representation. - Saboya Yang; Jiaying Liu 001; Shuai Yang 001; Sifeng Xia; Zongming Guo (MMSP, 2015)

No-reference quality assessment for image sharpness and noise. - Lijuan Tang; Xiongkuo Min; Vinit Jakhetiya; Ke Gu 001; Xinfeng Zhang 001; Shuai Yang 001 (APSIPA, 2016)

Novel self-portrait enhancement via multi-photo fusing. - Sifeng Xia; Shuai Yang 001; Jiaying Liu 001; Zongming Guo (APSIPA, 2016)

Structure-guided image completion via regularity statistics. - Shuai Yang 001; Jiaying Liu 001; Sijie Song; Mading Li; Zongming Quo (ICASSP, 2016)

Facial depth map enhancement via neighbor embedding. - Shuai Yang 001; Sijie Song; Qikun Guo; Xiaoqing Lu; Jiaying Liu 001 (ICPR, 2016)

Awesome Typography: Statistics-Based Text Effects Transfer. - Shuai Yang 001; Jiaying Liu 001; Zhouhui Lian; Zongming Guo (CVPR, 2017)

1+N fusion: Cascaded self-portrait enhancement. - Shuai Yang 001; Jiaying Liu 001; Sifeng Xia; Zongming Guo (ICASSP, 2017)

Soft segmentation-guided bipartite graph image stylization. - Saboya Yang; Jiaying Liu 001; Wenhan Yang; Shuai Yang 001; Chunpeng Li (ICIP, 2017)

Joint-domain unsupervised stylization for portraits. - Saboya Yang; Jiaying Liu 001; Shuai Yang 001; Wenhan Yang; Zongming Guo (ISCAS, 2017)

Erase or Fill? Deep Joint Recurrent Rain Removal and Reconstruction in Videos. - Jiaying Liu 001; Wenhan Yang; Shuai Yang 001; Zongming Guo (CVPR, 2018)

Soft Decoding of Light Field Images Using Pocs and Fast Graph Spectrayl Filters. - Shuai Yang 001; Gene Cheung; Jiaying Liu 001; Zongming Guo (ICASSP, 2018)

Context-Aware Unsupervised Text Stylization. - Shuai Yang 001; Jiaying Liu 001; Wenhan Yang; Zongming Guo (ACM Multimedia, 2018)

Text effects transfer via distribution-aware texture synthesis. - Shuai Yang 001; Jiaying Liu 001; Zhouhui Lian; Zongming Guo (Comput. Vis. Image Underst., 2018)

Automatic portrait oil painter: joint domain stylization for portrait images. - Saboya Yang; Shuai Yang 001; Wenhan Yang; Jiaying Liu 001 (Multim. Tools Appl., 2018)

Joint-Feature Guided Depth Map Super-Resolution With Face Priors. - Shuai Yang 001; Jiaying Liu 001; Yuming Fang; Zongming Guo (IEEE Trans. Cybern., 2018)

Structure-Guided Image Inpainting Using Homography Transformation. - Jiaying Liu 001; Shuai Yang 001; Yuming Fang; Zongming Guo (IEEE Trans. Multim., 2018)

TET-GAN: Text Effects Transfer via Stylization and Destylization. - Shuai Yang 001; Jiaying Liu 001; Wenjing Wang 001; Zongming Guo (AAAI, 2019)

Typography With Decor: Intelligent Text Style Transfer. - Wenjing Wang 001; Jiaying Liu 001; Shuai Yang 001; Zongming Guo (CVPR, 2019)

Controllable Artistic Text Style Transfer via Shape-Matching GAN. - Shuai Yang 001; Zhangyang Wang; Zhaowen Wang; Ning Xu 007; Jiaying Liu 001; Zongming Guo (ICCV, 2019)

Artistic Text Stylization for Visual-Textual Presentation Synthesis. - Shuai Yang 001 (MMAsia, 2019)

TE141K: Artistic Text Benchmark for Text Effects Transfer. - Shuai Yang 001; Wenjing Wang 001; Jiaying Liu 001 (CoRR, 2019)

Selfie retoucher: subject-oriented self-portrait enhancement. - Sifeng Xia; Shuai Yang 001; Jiaying Liu 001 (Multim. Tools Appl., 2019)

D3R-Net: Dynamic Routing Residue Recurrent Network for Video Rain Removal. - Jiaying Liu 001; Wenhan Yang; Shuai Yang 001; Zongming Guo (IEEE Trans. Image Process., 2019)

Context-Aware Text-Based Binary Image Stylization and Synthesis. - Shuai Yang 001; Jiaying Liu 001; Wenhan Yang; Zongming Guo (IEEE Trans. Image Process., 2019)

Scale-Free Single Image Deraining Via Visibility-Enhanced Recurrent Wavelet Learning. - Wenhan Yang; Jiaying Liu 001; Shuai Yang 001; Zongming Guo (IEEE Trans. Image Process., 2019)

Deep Plastic Surgery: Robust and Controllable Image Editing with Human-Drawn Sketches. - Shuai Yang 001; Zhangyang Wang; Jiaying Liu 001; Zongming Guo (ECCV (15), 2020)

Towards Coding For Human And Machine Vision: A Scalable Image Coding Approach. - Yueyu Hu; Shuai Yang 001; Wenhan Yang; Ling-Yu Duan; Jiaying Liu 001 (ICME, 2020)

Multitask Attentive Network For Text Effects Quality Assessment. - Keqiang Yan; Shuai Yang 001; Wenjing Wang 001; Jiaying Liu 001 (ICME, 2020)

From Design Draft to Real Attire: Unaligned Fashion Image Translation. - Yu Han 008; Shuai Yang 001; Wenjing Wang 001; Jiaying Liu 001 (ACM Multimedia, 2020)

Consistent Video Style Transfer via Relaxation and Regularization. - Wenjing Wang 001; Shuai Yang 001; Jizheng Xu; Jiaying Liu 001 (IEEE Trans. Image Process., 2020)

Instance-Aware Coherent Video Style Transfer for Chinese Ink Wash Painting. - Hao Liang; Shuai Yang 001; Wenjing Wang 001; Jiaying Liu 001 (IJCAI, 2021)

Edit Like A Designer: Modeling Design Workflows for Unaligned Fashion Editing. - Qiyu Dai; Shuai Yang 001; Wenjing Wang 001; Wei Xiang; Jiaying Liu 001 (ACM Multimedia, 2021)

Mask-guided GAN for robust text editing in the scene. - Boxi Yu; Yong Xu 007; Yan Huang; Shuai Yang 001; Jiaying Liu 001 (Neurocomputing, 2021)

TE141K: Artistic Text Benchmark for Text Effect Transfer. - Shuai Yang 001; Wenjing Wang 001; Jiaying Liu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Controllable Sketch-to-Image Translation for Robust Face Synthesis. - Shuai Yang 001; Zhangyang Wang; Jiaying Liu 001; Zongming Guo (IEEE Trans. Image Process., 2021)

Towards Coding for Human and Machine Vision: Scalable Face Image Coding. - Shuai Yang 001; Yueyu Hu; Wenhan Yang; Lingyu Duan; Jiaying Liu 001 (IEEE Trans. Multim., 2021)

Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer. - Shuai Yang 001; Liming Jiang 001; Ziwei Liu 002; Chen Change Loy (CVPR, 2022)

Unsupervised Image-to-Image Translation with Generative Prior. - Shuai Yang 001; Liming Jiang 001; Ziwei Liu 002; Chen Change Loy (CVPR, 2022)

Shape-Matching GAN++: Scale Controllable Dynamic Artistic Text Style Transfer. - Shuai Yang 001; Zhangyang Wang; Jiaying Liu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Artistic Text Style Transfer: An overview of state-of-the-art methods and datasets [SP Forum]. - Xinhao Wang; Shuai Yang 001; Wenjing Wang 001; Jiaying Liu 001 (IEEE Signal Process. Mag., 2022)

CLAST: Contrastive Learning for Arbitrary Style Transfer. - Xinhao Wang; Wenjing Wang 001; Shuai Yang 001; Jiaying Liu 001 (IEEE Trans. Image Process., 2022)

Text2Human: text-driven controllable human image generation. - Yuming Jiang 003; Shuai Yang 001; Haonan Qiu; Wayne Wu; Chen Change Loy; Ziwei Liu 002 (ACM Trans. Graph., 2022)

VToonify: Controllable High-Resolution Portrait Video Style Transfer. - Shuai Yang 001; Liming Jiang 001; Ziwei Liu 002; Chen Change Loy (ACM Trans. Graph., 2022)

Self-Supervised Geometry-Aware Encoder for Style-Based 3D GAN Inversion. - Yushi Lan; Xuyi Meng; Shuai Yang 001; Chen Change Loy; Bo Dai 002 (CVPR, 2023)

Text2Performer: Text-Driven Human Video Generation. - Yuming Jiang 003; Shuai Yang 001; Tong Liang Koh; Wayne Wu; Chen Change Loy; Ziwei Liu 002 (ICCV, 2023)

Scenimefy: Learning to Craft Anime Scene via Semi-Supervised Image-to-Image Translation. - Yuxin Jiang; Liming Jiang 001; Shuai Yang 001; Chen Change Loy (ICCV, 2023)

StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces. - Shuai Yang 001; Liming Jiang 001; Ziwei Liu 002; Chen Change Loy (ICCV, 2023)

DeformToon3d: Deformable Neural Radiance Fields for 3D Toonification. - Junzhe Zhang 002; Yushi Lan; Shuai Yang 001; Fangzhou Hong; Quan Wang; Chai Kiat Yeo; Ziwei Liu 002; Chen Change Loy (ICCV, 2023)

HyperDreamer: Hyper-Realistic 3D Content Generation and Editing from a Single Image. - Tong Wu; Zhibing Li; Shuai Yang 001; Pan Zhang 001; Xingang Pan; Jiaqi Wang 003; Dahua Lin; Ziwei Liu 002 (SIGGRAPH Asia, 2023)

Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation. - Shuai Yang 001; Yifan Zhou 001; Ziwei Liu 002; Chen Change Loy (SIGGRAPH Asia, 2023)

DeformToon3D: Deformable 3D Toonification from Neural Radiance Fields. - Junzhe Zhang 002; Yushi Lan; Shuai Yang 001; Fangzhou Hong; Quan Wang; Chai Kiat Yeo; Ziwei Liu 002; Chen Change Loy (CoRR, 2023)

Intelligent Typography: Artistic Text Style Transfer for Complex Texture and Structure. - Wendong Mao; Shuai Yang 001; Huihong Shi; Jiaying Liu 001; Zhongfeng Wang 001 (IEEE Trans. Multim., 2023)

GP-UNIT: Generative Prior for Versatile Unsupervised Image-to-Image Translation. - Shuai Yang 001; Liming Jiang 001; Ziwei Liu 002; Chen Change Loy (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

VideoBooth: Diffusion-based Video Generation with Image Prompts. - Yuming Jiang 003; Tianxing Wu 002; Shuai Yang 001; Chenyang Si; Dahua Lin; Yu Qiao 001; Chen Change Loy; Ziwei Liu 002 (CVPR, 2024)

Fresco: Spatial-Temporal Correspondence for Zero-Shot Video Translation. - Shuai Yang 001; Yifan Zhou 001; Ziwei Liu 002; Chen Change Loy (CVPR, 2024)

GroupDiff: Diffusion-Based Group Portrait Editing. - Yuming Jiang 003; Nanxuan Zhao; Qing Liu 017; Krishna Kumar Singh; Shuai Yang 001; Chen Change Loy; Ziwei Liu 002 (ECCV (34), 2024)

LN3Diff: Scalable Latent Neural Fields Diffusion for Speedy 3D Generation. - Yushi Lan; Fangzhou Hong; Shuai Yang 001; Shangchen Zhou; Xuyi Meng; Bo Dai 002; Xingang Pan; Chen Change Loy (ECCV (4), 2024)

COCO-LC: Colorfulness Controllable Language-based Colorization. - Yifan Li; Yuhang Bai; Shuai Yang 001; Jiaying Liu 001 (ACM Multimedia, 2024)

CoolColor: Text-guided COherent OLd film COLORization. - Zichuan Huang; Yifan Li; Shuai Yang 001; Jiaying Liu 001 (MMAsia, 2024)

MMScan: A Multi-Modal 3D Scene Dataset with Hierarchical Grounded Language Annotations. - Ruiyuan Lyu; Jingli Lin; Tai Wang; Shuai Yang 001; Xiaohan Mao; Yilun Chen; Runsen Xu; Haifeng Huang; Chenming Zhu; Dahua Lin; Jiangmiao Pang (NeurIPS, 2024)

Video Diffusion Models are Training-free Motion Interpreter and Controller. - Zeqi Xiao; Yifan Zhou 001; Shuai Yang 001; Xingang Pan (NeurIPS, 2024)

PRIME: Protect Your Videos From Malicious Editing. - Guanlin Li; Shuai Yang 001; Jie Zhang; Tianwei Zhang 004 (CoRR, 2024)

Grounded 3D-LLM with Referent Tokens. - Yilun Chen; Shuai Yang 001; Haifeng Huang; Tai Wang; Ruiyuan Lyu; Runsen Xu; Dahua Lin; Jiangmiao Pang (CoRR, 2024)

Self-Supervised Skeleton Action Representation Learning: A Benchmark and Beyond. - Jiahang Zhang 001; Lilang Lin; Shuai Yang 001; Jiaying Liu 001 (CoRR, 2024)

Intelligent Artistic Typography: A Comprehensive Review of Artistic Text Design and Generation. - Yuhang Bai; Zichuan Huang; Wenshuo Gao; Shuai Yang 001; Jiaying Liu 001 (CoRR, 2024)

LayerPano3D: Layered 3D Panorama for Hyper-Immersive Scene Generation. - Shuai Yang 001; Jing Tan 002; Mengchen Zhang 001; Tong Wu; Yixuan Li 002; Gordon Wetzstein; Ziwei Liu 002; Dahua Lin (CoRR, 2024)

GaussianAnything: Interactive Point Cloud Latent Diffusion for 3D Generation. - Yushi Lan; Shangchen Zhou; Zhaoyang Lyu; Fangzhou Hong; Shuai Yang 001; Bo Dai 002; Xingang Pan; Chen Change Loy (CoRR, 2024)

Imagine360: Immersive 360 Video Generation from Perspective Anchor. - Jing Tan 002; Shuai Yang 001; Tong Wu; Jingwen He; Yuwei Guo 002; Ziwei Liu 002; Dahua Lin (CoRR, 2024)

Alias-Free Latent Diffusion Models: Improving Fractional Shift Equivariance of Diffusion Latent Space. - Yifan Zhou 001; Zeqi Xiao; Shuai Yang 001; Xingang Pan (CVPR, 2025)

MEAT: Multiview Diffusion Model for Human Generation on Megapixels with Mesh Attention. - Yuhan Wang 002; Fangzhou Hong; Shuai Yang 001; Liming Jiang 001; Wayne Wu; Chen Change Loy (CVPR, 2025)

PTDiffusion: Free Lunch for Generating Optical Illusion Hidden Pictures with Phase-Transferred Diffusion Model. - Xiang Gao 014; Shuai Yang 001; Jiaying Liu 001 (CVPR, 2025)

GaussianAnything: Interactive Point Cloud Flow Matching for 3D Generation. - Yushi Lan; Shangchen Zhou; Zhaoyang Lyu; Fangzhou Hong; Shuai Yang 001; Bo Dai 002; Xingang Pan; Chen Change Loy (ICLR, 2025)

Trajectory attention for fine-grained video motion control. - Zeqi Xiao; Wenqi Ouyang; Yifan Zhou 001; Shuai Yang 001; Lei Yang 045; Jianlou Si; Xingang Pan (ICLR, 2025)

Splice, Focus and Relife: High-Resolution Periodic Pattern Generation. - Xicheng Lan; Wenshuo Gao; Luyao Zhang 007; Jiaying Liu 001; Shuai Yang 001 (ISCAS, 2025)

Balanced Image Stylization with Style Matching Score. - Yuxin Jiang; Liming Jiang 001; Shuai Yang 001; Jia-Wei Liu; Ivor W. Tsang; Mike Zheng Shou (CoRR, 2025)

Alias-Free Latent Diffusion Models:Improving Fractional Shift Equivariance of Diffusion Latent Space. - Yifan Zhou 001; Zeqi Xiao; Shuai Yang 001; Xingang Pan (CoRR, 2025)

Language-based Image Colorization: A Benchmark and Beyond. - Yifan Li; Shuai Yang 001; Jiaying Liu 001 (CoRR, 2025)

WORLDMEM: Long-term Consistent World Simulation with Memory. - Zeqi Xiao; Yushi Lan; Yifan Zhou 001; Wenqi Ouyang; Shuai Yang 001; Yanhong Zeng; Xingang Pan (CoRR, 2025)

Video World Models with Long-term Spatial Memory. - Tong Wu; Shuai Yang 001; Ryan Po; Yinghao Xu 001; Ziwei Liu 002; Dahua Lin; Gordon Wetzstein (CoRR, 2025)

CronusVLA: Transferring Latent Motion Across Time for Multi-Frame Prediction in Manipulation. - Hao Li 069; Shuai Yang 001; Yilun Chen; Yang Tian; Xiaoda Yang; Xinyi Chen; Hanqing Wang; Tai Wang; Feng Zhao 004; Dahua Lin; Jiangmiao Pang (CoRR, 2025)

TokensGen: Harnessing Condensed Tokens for Long Video Generation. - Wenqi Ouyang; Zeqi Xiao; Danni Yang; Yifan Zhou 001; Shuai Yang 001; Lei Yang 045; Jianlou Si; Xingang Pan (CoRR, 2025)

InstructVLA: Vision-Language-Action Instruction Tuning from Understanding to Manipulation. - Shuai Yang 001; Hao Li 069; Yilun Chen; Bin Wang 034; Yang Tian; Tai Wang; Hanqing Wang; Feng Zhao 004; Yiyi Liao; Jiangmiao Pang (CoRR, 2025)

STream3R: Scalable Sequential 3D Reconstruction with Causal Transformer. - Yushi Lan; Yihang Luo; Fangzhou Hong; Shangchen Zhou; Honghua Chen; Zhaoyang Lyu; Shuai Yang 001; Bo Dai 002; Chen Change Loy; Xingang Pan (CoRR, 2025)

ANYPORTAL: Zero-Shot Consistent Video Background Replacement. - Wenshuo Gao; Xicheng Lan; Shuai Yang 001 (CoRR, 2025)

LINR Bridge: Vector Graphic Animation via Neural Implicits and Video Diffusion Priors. - Wenshuo Gao; Xicheng Lan; Luyao Zhang 007; Shuai Yang 001 (CoRR, 2025)

E3DGE: Self-Supervised Geometry-Aware Encoder for Style-Based 3D GAN Inversion. - Yushi Lan; Xuyi Meng; Shuai Yang 001; Chen Change Loy; Bo Dai 002 (Int. J. Comput. Vis., 2025)

InternVLA-M1: A Spatially Guided Vision-Language-Action Framework for Generalist Robot Policy. - Xinyi Chen; Yilun Chen; Yanwei Fu 001; Ning Gao; Jiaya Jia; Weiyang Jin; Hao Li 069; Yao Mu 001; Jiangmiao Pang; Yu Qiao 001; Yang Tian; Bin Wang 034; et al. (CoRR, 2025)

RAPO++: Cross-Stage Prompt Optimization for Text-to-Video Generation via Data Alignment and Test-Time Scaling. - Bingjie Gao; Qianli Ma 002; Xiaoxue Wu; Shuai Yang 001; Guanzhou Lan; Haonan Zhao; Jiaxuan Chen; Qingyang Liu; Yu Qiao 001; Xinyuan Chen; Yaohui Wang 001; Li Niu (CoRR, 2025)