About Me

I am currently building a team focused on interactive video and world models. If you share an interest in this direction, please feel free to reach out directly.

Before that, I led the content generation team for the Qwen App at Alibaba Group, building systems that connect AI agents, image generation, and interactive video generation into a single intelligent creation experience.

My work sits at the intersection of generative models and real-world products. Over the past years I have focused on several closely related topics: controllable diffusion models, subject-driven personalization, human-centric video and talking-avatar generation, visual editing (makeup / hair / garment / font / face), efficient inference, and agentic creation workflows.

Earlier, I was Head of AI at Tiamat AI, where I built the full-stack generative pipeline for a virtual-companion app; led a AIGC group at Xiaohongshu to power content creation; and led the GAN team at Baidu on intelligent font production and virtual-human technologies after starting in Baidu IDL's OCR team. Several works have been widely adopted by the open-source community, including LiveAvatar (Hugging Face #1 Paper of the Day, 2k+ GitHub stars) and EasyControl (Hugging Face #1 trending Space).

News

Selected Publications

arXiv 2026
AVA-Encoder: Towards Agent-Native Video Representation Learning

Chuyue Li, Jinpeng Yu, Haozhe Wang, Tian Xueyun, Zhijing Zhang, Bingnan Li, Shuqi Gu, Kan Ren, Jiaming Liu, Ruihua Huang

arXiv preprint

arXiv 2026
EDITBRIDGE: Towards Faithful and Efficient Ultra-High-Resolution Image Editing

Jiayi Song, Shijie Huang, Fangtai Wu, Yubo Huang, Zhenxiong Tan, Songhua Liu, Jiaming Liu, Ruihua Huang

arXiv preprint

ECCV 2026
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)

arXiv 2026
LiveAnimate: Stable Long-Form Streaming Human Animation in Real-Time

Yuxuan Zhang, Haozhong Xiong, Yubo Huang, Jiayi Song, Jinpeng Yu, Haofan Wang, Jiaming Liu, Ruihua Huang, Liwei Wang

arXiv preprint

arXiv 2026
Rethinking Classifier-Free Guidance in On-Policy Diffusion Distillation

Bingnan Li, Haozhe Wang, Haozhong Xiong, Fangtai Wu, Jinpeng Yu, Yang Shi, Jiaming Liu, Ruihua Huang

arXiv preprint

arXiv 2026
UniSwap: Streaming Audio-Visual Identity Swapping for Talking Videos

Yuxuan Zhang, Haozhong Xiong, Jiayi Song, Jinpeng Yu, Yang Shi, Jiaming Liu, Ruihua Huang, Liwei Wang

arXiv preprint

arXiv 2026
What to Edit Next: Visually Aligned Image-Editing Follow-Up Suggestions in Conversational Systems

Zhijing Zhang, Jinpeng Yu, Xin Song, Bingnan Li, Chuyue Li, Changhui Du, Xiaolin Fang, Jiaming Liu, Ruihua Huang

arXiv preprint

ICCV 2025
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)

ICCV 2025
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)

AAAI 2025
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

SIGGRAPH 2025
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

CVPR 2024
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)

ACM MM 2019
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

→ Full publication list

Experience

2025 – Present
Tech Lead, Qwen App, Alibaba Group
2024 – 2025
Head of AI, Tiamat AI
2022 – 2024
AIGC Lead, Xiaohongshu
2019 – 2022
Tech Lead, GAN Team, Baidu, Vision Technology Department
2017 – 2019
Research Engineer, OCR Team, Baidu IDL

Honors & Awards