Publications

Full list of publications. Also see my Google Scholar profile (2,200+ citations).

2026

ECCV

CollectionLoRA: Collecting 50 Effects in 1 LoRA via Multi-Teacher On-Policy Distillation

Fangtai Wu, Hailong Guo, Shijie Huang, Jiayi Song, Yubo Huang, Mushui Liu, Zhao Wang, Yunlong Yu, Jiaming Liu, Ruihua Huang

arXiv preprint

Paper

AAAI

EasyText: Controllable Diffusion Transformer for Multilingual Text Rendering

Runnan Lu, Yuxuan Zhang, Jiaming Liu, Haofan Wang, Yiren Song

Proceedings of the AAAI Conference on Artificial Intelligence

Paper

ECCV

Live Avatar: Streaming Real-time Audio-Driven Avatar Generation with Infinite Length

Yubo Huang, Hailong Guo, Fangtai Wu, Weiqiang Wang, Shifeng Zhang, Shijie Huang, Qijun Gan, Lin Liu, Sirui Zhao, Enhong Chen, Jiaming Liu, Steven Hoi

European Conference on Computer Vision (ECCV)

Paper Project Code

COLM

RationalRewards: Reasoning Rewards Scale Visual Generation Both Training and Test Time

Haozhe Wang, Cong Wei, Weiming Ren, Jiaming Liu, Fangzhen Lin, Wenhu Chen

arXiv preprint

Paper

TVCG

Stable-Hair V2: Real-World Hair Transfer via Multiple-View Diffusion Model

Kuiyuan Sun, Yuxuan Zhang, Jichao Zhang, Jiaming Liu, Wei Wang, Nicu Sebe, Yao Zhao

IEEE Transactions on Visualization and Computer Graphics

Paper

TCSVT

WordCon: Word-level Typography Control in Visual Text Rendering

Wenda Shi, Yiren Song, Zihan Rao, Dengming Zhang, Jiaming Liu, Xingxing Zou

IEEE Transactions on Circuits and Systems for Video Technology

Paper

2025

ICCV

Any2anytryon: Leveraging Adaptive Position Embeddings for Versatile Virtual Clothing Tasks

Hailong Guo, Bohan Zeng, Yiren Song, Wentao Zhang, Jiaming Liu, Chuang Zhang

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

Paper

ICCV

EasyControl: Adding Efficient and Flexible Control for Diffusion Transformer

Yuxuan Zhang, Yirui Yuan, Yiren Song, Haofan Wang, Jiaming Liu

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

Paper Project Code Demo

ACM MM

EditWorld: Simulating World Dynamics for Instruction-Following Image Editing

Bohan Zeng, Ling Yang, Jiaming Liu, Minghao Xu, Yuanxing Zhang, Pengfei Wan, Wentao Zhang, Shuicheng Yan

Proceedings of the 33rd ACM International Conference on Multimedia

Paper

ICCV

FonTS: Text Rendering with Typography and Style Controls

Wenda Shi, Yiren Song, Dengming Zhang, Jiaming Liu, Xingxing Zou

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

Paper

arXiv

PhotoDoodle: Learning Artistic Image Editing from Few-Shot Pairwise Data

Shijie Huang, Yiren Song, Yuxuan Zhang, Hailong Guo, Xueyin Wang, Mike Zheng Shou, Jiaming Liu

arXiv preprint

Paper

AAAI

Stable-Hair: Real-World Hair Transfer via Diffusion Model

Yuxuan Zhang, Qing Zhang, Yiren Song, Jichao Zhang, Hao Tang, Jiaming Liu

Proceedings of the AAAI Conference on Artificial Intelligence

Paper

SIGGRAPH

StableMakeup: When Real-World Makeup Transfer Meets Diffusion Model

Yuxuan Zhang, Yirui Yuan, Yiren Song, Jiaming Liu

Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference Conference Papers

Paper Code

2024

SIGGRAPH

ProcessPainter: Learning to draw from sequence data

Yiren Song, Shijie Huang, Chen Yao, Hai Ci, Xiaojun Ye, Jiaming Liu, Yuxuan Zhang, Mike Zheng Shou

SIGGRAPH Asia 2024 Conference Papers

Paper

CVPR

SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation

Yuxuan Zhang, Yiren Song, Jiaming Liu, Rui Wang, Jinpeng Yu, Hao Tang, Huaxia Li, Xu Tang, Yao Hu, Han Pan, Zhongliang Jing

2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Paper Project

arXiv

StableGarment: Garment-Centric Generation via Stable Diffusion

Rui Wang, Hailong Guo, Jiaming Liu, Huaxia Li, Haibo Zhao, Xu Tang, Yao Hu, Hao Tang, Peipei Li

arXiv preprint

Paper

NeurIPS

StreamFlow: Streamlined Multi-Frame Optical Flow Estimation for Video Sequences

Shangkun Sun, Jiaming Liu, Huaxia Li, Guoqing Liu, Thomas Li, Wei Gao

Advances in Neural Information Processing Systems 37

Paper

arXiv

Trans4D: Realistic Geometry-Aware Transition for Compositional Text-to-4D Synthesis

Bohan Zeng, Ling Yang, Siyu Li, Jiaming Liu, Zixiang Zhang, Juanxi Tian, Kaixin Zhu, Yongzhen Guo, Fu-Yun Wang, Minkai Xu, Stefano Ermon, Wentao Zhang

arXiv preprint

Paper

CVPR

ZONE: Zero-Shot Instruction-Guided Local Editing

Shanglin Li, Bohan Zeng, Yutang Feng, Sicheng Gao, Xiuhui Liu, Jiaming Liu, Lin Li, Xu Tang, Yao Hu, Jianzhuang Liu, Baochang Zhang

2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Paper Code

2023

arXiv

IPDreamer: Appearance-Controllable 3D Object Generation with Complex Image Prompts

Bohan Zeng, Shanglin Li, Yutang Feng, Ling Yang, Hong Li, Sicheng Gao, Jiaming Liu, Conghui He, Wentao Zhang, Jianzhuang Liu, Baochang Zhang, Shuicheng Yan

arXiv preprint

Paper

ICCV

MPI-Flow: Learning Realistic Optical Flow with Multiplane Images

Yingping Liang, Jiaming Liu, Debing Zhang, Ying Fu

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

Paper

2022

CVPR

Few-Shot Font Generation by Learning Fine-Grained Local Styles

Licheng Tang, Yiyang Cai, Jiaming Liu, Zhibin Hong, Mingming Gong, Minhu Fan, Junyu Han, Jingtuo Liu, Errui Ding, Jingdong Wang

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

Paper

CVPR

Few-Shot Head Swapping in the Wild

Changyong Shu, Hemao Wu, Hang Zhou, Jiaming Liu, Zhibin Hong, Changxing Ding, Junyu Han, Jingtuo Liu, Errui Ding, Jingdong Wang

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

Paper

Lecture

StyleSwap: Style-Based Generator Empowers Robust Face Swapping

Zhiliang Xu, Hang Zhou, Zhibin Hong, Ziwei Liu, Jiaming Liu, Zhizhi Guo, Junyu Han, Jingtuo Liu, Errui Ding, Jingdong Wang

Lecture Notes in Computer Science

Paper

2019

ICCV

Chinese Street View Text: Large-Scale Chinese Text Reading With Partially Supervised Learning

Yipeng Sun, Jiaming Liu, Wei Liu, Junyu Han, Errui Ding, Jingtuo Liu

2019 IEEE/CVF International Conference on Computer Vision (ICCV)

Paper

ICDAR

EATEN: Entity-Aware Attention for Single Shot Visual Text Extraction

He Guo, Xiameng Qin, Jiaming Liu, Junyu Han, Jingtuo Liu, Errui Ding

2019 International Conference on Document Analysis and Recognition (ICDAR)

Paper

ACM MM

Editing Text in the Wild

Liang Wu, Chengquan Zhang, Jiaming Liu, Junyu Han, Jingtuo Liu, Errui Ding, Xiang Bai

Proceedings of the 27th ACM International Conference on Multimedia

Paper

Lecture

TextNet: Irregular Text Reading from Images with an End-to-End Trainable Network

Yipeng Sun, Chengquan Zhang, Zuming Huang, Jiaming Liu, Junyu Han, Errui Ding

Lecture Notes in Computer Science

Paper

Selected US Patents

Method and Apparatus for Training a Character Detector Based on Weak Supervision, System and Medium
Chengquan Zhang, Jiaming Liu, Junyu Han, Errui Ding. US 10,643,066, 2020.
Method and Apparatus for Detecting Text
Jiaming Liu, Chengquan Zhang, Junyu Han, Errui Ding. US 10,762,376, 2020.
End-to-End Text Recognition Method and Apparatus, Computer Device and Readable Medium
Yipeng Sun, Chengquan Zhang, Zuming Huang, Jiaming Liu, Junyu Han, Errui Ding. US 11,210,546, 2021.
Method and Apparatus for Training a Character Detector Based on Weak Supervision, System and Medium
Chengquan Zhang, Jiaming Liu, Junyu Han, Errui Ding. US 10,963,693, 2021.
Face Super-Resolution Realization Method and Apparatus, Electronic Device and Storage Medium
Tianshu Hu, Jiaming Liu. US 11,710,215, 2023.
Method of Generating Font Database, and Method of Training Neural Network Model
Licheng Tang, Jiaming Liu. US 11,816,908, 2023.
Method for Training a Font Generation Model, Method for Establishing a Font Library, and Device
Jiaming Liu, Licheng Tang. US 11,875,584, 2024.