Representative papers are highlighted.

2025 2025

Text-based Animatable 3D Avatars with Morphable Model Alignment
Text-based Animatable 3D Avatars with Morphable Model Alignment

Yiqian Wu, Malte Prinzler, Xiaogang Jin, Siyu Tang

ACM SIGGRAPH (Conference Track) 2025 Work done while visiting ETH Zurich

A novel framework, AnimPortrait3D, for text-based realistic animatable 3DGS avatar generation with morphable model alignment.

Text-based Animatable 3D Avatars with Morphable Model Alignment

Yiqian Wu, Malte Prinzler, Xiaogang Jin, Siyu Tang

ACM SIGGRAPH (Conference Track) 2025 Work done while visiting ETH Zurich

A novel framework, AnimPortrait3D, for text-based realistic animatable 3DGS avatar generation with morphable model alignment.

3DPortraitGAN: Learning Canonical Full-Head 3D GANs from a Single-View Portrait Dataset with Diverse Body Poses
3DPortraitGAN: Learning Canonical Full-Head 3D GANs from a Single-View Portrait Dataset with Diverse Body Poses

Yiqian Wu, Hao Xu, Xiangjun Tang, Yue Shangguan, Hongbo Fu, Xiaogang Jin

IEEE Transactions on Circuits and Systems for Video Technology 2025

The first 3D-aware one-quarter headshot portrait generator that learns a canonical 3D avatar distribution from the 360°PHQ dataset with body pose self-learning.

3DPortraitGAN: Learning Canonical Full-Head 3D GANs from a Single-View Portrait Dataset with Diverse Body Poses

Yiqian Wu, Hao Xu, Xiangjun Tang, Yue Shangguan, Hongbo Fu, Xiaogang Jin

IEEE Transactions on Circuits and Systems for Video Technology 2025

The first 3D-aware one-quarter headshot portrait generator that learns a canonical 3D avatar distribution from the 360°PHQ dataset with body pose self-learning.

EgoM2P: Egocentric Multimodal Multitask Pretraining
EgoM2P: Egocentric Multimodal Multitask Pretraining

Gen Li, Yutong Chen*, Yiqian Wu*, Kaifeng Zhao*, Marc Pollefeys, Siyu Tang (* equal contribution)

IEEE/CVF International Conference on Computer Vision (ICCV) 2025

A masked modeling framework that learns from temporally-aware multimodal tokens to train a large, general-purpose model for egocentric 4D understanding.

EgoM2P: Egocentric Multimodal Multitask Pretraining

Gen Li, Yutong Chen*, Yiqian Wu*, Kaifeng Zhao*, Marc Pollefeys, Siyu Tang (* equal contribution)

IEEE/CVF International Conference on Computer Vision (ICCV) 2025

A masked modeling framework that learns from temporally-aware multimodal tokens to train a large, general-purpose model for egocentric 4D understanding.

Semantically Consistent Text-to-Motion with Unsupervised Styles
Semantically Consistent Text-to-Motion with Unsupervised Styles

Linjun Wu, Xiangjun Tang, Jingyuan Cong, He Wang, Bo Hu, Xu Gong, Songnan Li, Yuchen Liao, Yiqian Wu, Chen Liu, Xiaogang Jin

ACM SIGGRAPH (Conference Track) 2025

A novel method that integrates unsupervised style from arbitrary references into a text-driven diffusion model to generate semantically consistent stylized human motion.

Semantically Consistent Text-to-Motion with Unsupervised Styles

Linjun Wu, Xiangjun Tang, Jingyuan Cong, He Wang, Bo Hu, Xu Gong, Songnan Li, Yuchen Liao, Yiqian Wu, Chen Liu, Xiaogang Jin

ACM SIGGRAPH (Conference Track) 2025

A novel method that integrates unsupervised style from arbitrary references into a text-driven diffusion model to generate semantically consistent stylized human motion.

AlignTex: Pixel-Precise Texture Generation from Multi-view Artwork
AlignTex: Pixel-Precise Texture Generation from Multi-view Artwork

Yuqing Zhang, Hao Xu, Yiqian Wu, Sirui Chen, Sirui Lin, Xiang Li, Xifeng Gao, Xiaogang Jin

ACM Transactions on Graphics (Proceedings of SIGGRAPH) 2025

A novel framework for pixel-precise texture generation from multi-view artwork.

AlignTex: Pixel-Precise Texture Generation from Multi-view Artwork

Yuqing Zhang, Hao Xu, Yiqian Wu, Sirui Chen, Sirui Lin, Xiang Li, Xifeng Gao, Xiaogang Jin

ACM Transactions on Graphics (Proceedings of SIGGRAPH) 2025

A novel framework for pixel-precise texture generation from multi-view artwork.

2024 2024

Portrait3D: Text-Guided High-Quality 3D Portrait Generation Using Pyramid Representation and GANs Prior
Portrait3D: Text-Guided High-Quality 3D Portrait Generation Using Pyramid Representation and GANs Prior

Yiqian Wu, Hao Xu, Xiangjun Tang, Xien Chen, Siyu Tang, Zhebin Zhang, Chen Li, Xiaogang Jin

ACM Transactions on Graphics (Proceedings of SIGGRAPH) 2024

A novel neural rendering-based framework with a novel joint geometry-appearance prior to achieve text-to-3D-portrait generation.

Portrait3D: Text-Guided High-Quality 3D Portrait Generation Using Pyramid Representation and GANs Prior

Yiqian Wu, Hao Xu, Xiangjun Tang, Xien Chen, Siyu Tang, Zhebin Zhang, Chen Li, Xiaogang Jin

ACM Transactions on Graphics (Proceedings of SIGGRAPH) 2024

A novel neural rendering-based framework with a novel joint geometry-appearance prior to achieve text-to-3D-portrait generation.

StyleTex: Style Image-Guided Texture Generation for 3D Models
StyleTex: Style Image-Guided Texture Generation for 3D Models

Zhiyu Xie, Yuqing Zhang, Xiangjun Tang, Yiqian Wu, Dehan Chen, Gongsheng Li, Xiaogang Jin

ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia) 2024

An innovative diffusion-model-based framework for creating stylized textures for 3D models.

StyleTex: Style Image-Guided Texture Generation for 3D Models

Zhiyu Xie, Yuqing Zhang, Xiangjun Tang, Yiqian Wu, Dehan Chen, Gongsheng Li, Xiaogang Jin

ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia) 2024

An innovative diffusion-model-based framework for creating stylized textures for 3D models.

Decoupling Contact for Fine-Grained Motion Style Transfer
Decoupling Contact for Fine-Grained Motion Style Transfer

Xiangjun Tang, Linjun Wu, He Wang, Yiqian Wu, Bo Hu, Songnan Li, Xu Gong, Yuchen Liao, Qilong Kou, Xiaogang Jin

ACM SIGGRAPH Asia (Conference Track) 2024

A novel style transfer method for fine-grained control over contacts while achieving both motion naturalness and spatial temporal variations of style.

Decoupling Contact for Fine-Grained Motion Style Transfer

Xiangjun Tang, Linjun Wu, He Wang, Yiqian Wu, Bo Hu, Songnan Li, Xu Gong, Yuchen Liao, Qilong Kou, Xiaogang Jin

ACM SIGGRAPH Asia (Conference Track) 2024

A novel style transfer method for fine-grained control over contacts while achieving both motion naturalness and spatial temporal variations of style.

FusionDeformer: Text-guided Mesh Deformation using Diffusion Models
FusionDeformer: Text-guided Mesh Deformation using Diffusion Models

Hao Xu, Yiqian Wu, Xiangjun Tang, Jing Zhang, Yang Zhang, Zhebin Zhang, Chen Li, Xiaogang Jin

The Visual Computer 2024

A novel automatic text-guided mesh deformation method that leverages diffusion models.

FusionDeformer: Text-guided Mesh Deformation using Diffusion Models

Hao Xu, Yiqian Wu, Xiangjun Tang, Jing Zhang, Yang Zhang, Zhebin Zhang, Chen Li, Xiaogang Jin

The Visual Computer 2024

A novel automatic text-guided mesh deformation method that leverages diffusion models.

Enhancing the Authenticity of Rendered Portraits with Identity-Consistent Transfer Learning
Enhancing the Authenticity of Rendered Portraits with Identity-Consistent Transfer Learning

Luyuan Wang, Yiqian Wu, Yongliang Yang, Chen Liu, Xiaogang Jin

Computer Animation and Virtual Worlds 2024

A novel photo-realistic portrait generation framework that can effectively mitigate the "uncanny valley" effect and improve the overall authenticity of rendered portraits.

Enhancing the Authenticity of Rendered Portraits with Identity-Consistent Transfer Learning

Luyuan Wang, Yiqian Wu, Yongliang Yang, Chen Liu, Xiaogang Jin

Computer Animation and Virtual Worlds 2024

A novel photo-realistic portrait generation framework that can effectively mitigate the "uncanny valley" effect and improve the overall authenticity of rendered portraits.

2023 2023

LPFF: A Portrait Dataset for Face Generators Across Large Poses
LPFF: A Portrait Dataset for Face Generators Across Large Poses

Yiqian Wu, Jing Zhang, Hongbo Fu, Xiaogang Jin

IEEE/CVF International Conference on Computer Vision (ICCV) 2023

A large-pose Flickr face dataset comprised of 19,590 high-quality real large-pose portrait images.

LPFF: A Portrait Dataset for Face Generators Across Large Poses

Yiqian Wu, Jing Zhang, Hongbo Fu, Xiaogang Jin

IEEE/CVF International Conference on Computer Vision (ICCV) 2023

A large-pose Flickr face dataset comprised of 19,590 high-quality real large-pose portrait images.

Deep Real-time Volumetric Rendering Using Multi-feature Fusion
Deep Real-time Volumetric Rendering Using Multi-feature Fusion

Jinkai Hu, Chengzhong Yu, Hongli Liu, Lingqi Yan, Yiqian Wu, Xiaogang Jin

ACM SIGGRAPH (Conference Track) 2023

A practical framework with a lightweight feature fusion neural network for rendering high-order scattered radiance of participating media in real time.

Deep Real-time Volumetric Rendering Using Multi-feature Fusion

Jinkai Hu, Chengzhong Yu, Hongli Liu, Lingqi Yan, Yiqian Wu, Xiaogang Jin

ACM SIGGRAPH (Conference Track) 2023

A practical framework with a lightweight feature fusion neural network for rendering high-order scattered radiance of participating media in real time.

2022 2022

HairMapper: Removing Hair from Portraits Using GANs
HairMapper: Removing Hair from Portraits Using GANs

Yiqian Wu, Yongliang Yang, Xiaogang Jin

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022

A dataset and a baseline method for removing hair from portrait images using generative adversarial networks (GANs).

HairMapper: Removing Hair from Portraits Using GANs

Yiqian Wu, Yongliang Yang, Xiaogang Jin

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022

A dataset and a baseline method for removing hair from portrait images using generative adversarial networks (GANs).

2021 2021

Coarse-to-Fine: Facial Structure Editing of Portrait Images via Latent Space Classifications
Coarse-to-Fine: Facial Structure Editing of Portrait Images via Latent Space Classifications

Yiqian Wu, Yongliang Yang, Qinjie Xiao, Xiaogang Jin

ACM Transactions on Graphics (Proceedings of SIGGRAPH) 2021

A novel method that can automatically remove the double chin effect in portrait images.

Coarse-to-Fine: Facial Structure Editing of Portrait Images via Latent Space Classifications

Yiqian Wu, Yongliang Yang, Qinjie Xiao, Xiaogang Jin

ACM Transactions on Graphics (Proceedings of SIGGRAPH) 2021

A novel method that can automatically remove the double chin effect in portrait images.

EyelashNet: A Dataset and A Baseline Method for Eyelash Matting
EyelashNet: A Dataset and A Baseline Method for Eyelash Matting

Qinjie Xiao, Hanyuan Zhang, Zhaorui Zhang, Yiqian Wu, Luyuan Wang, Xiaogang Jin, Xinwei Jiang, Yongliang Yang, Tianjia Shao, Kun Zhou

ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia) 2021

The first eyelash matting dataset which contains 5,400 high-quality eyelash matting data captured from real world and 5,272 virtual eyelash matting data created by rendering avatars.

EyelashNet: A Dataset and A Baseline Method for Eyelash Matting

Qinjie Xiao, Hanyuan Zhang, Zhaorui Zhang, Yiqian Wu, Luyuan Wang, Xiaogang Jin, Xinwei Jiang, Yongliang Yang, Tianjia Shao, Kun Zhou

ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia) 2021

The first eyelash matting dataset which contains 5,400 high-quality eyelash matting data captured from real world and 5,272 virtual eyelash matting data created by rendering avatars.

2020 2020

iOrthoPredictor: Model-guided Deep Prediction of Teeth Alignment
iOrthoPredictor: Model-guided Deep Prediction of Teeth Alignment

Lingchen Yang, Zefeng Shi, Yiqian Wu, Xiang Li, Kun Zhou, Hongbo Fu, Youyi Zheng

ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia) 2020

A novel system to visually predict teeth alignment in photographs.

iOrthoPredictor: Model-guided Deep Prediction of Teeth Alignment

Lingchen Yang, Zefeng Shi, Yiqian Wu, Xiang Li, Kun Zhou, Hongbo Fu, Youyi Zheng

ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia) 2020

A novel system to visually predict teeth alignment in photographs.