Multimodal learning
Vision and language, Visual reasoning, Generalist models
AI Agents
Planning and Decision-Making, Reinforcement learning
Inverse Problems
Real-world degradation restoration, Generative priors
Spatial Intelligence
3D Environment Perception, LLM-based Spatial Reasoning, Agent-driven Decision-making and Action
- WeChat: lyl20136148
- Email: linyl@stu.xmu.edu.cn
- Our JarvisEvo: Towards Self-Evolution—the first intelligent photo retouching Agent integrating "Edit-Evaluate-Reflect" has been released! We're honored that our work coincides with (OpenAI x Adobe's new feature!)
- Our JarvisArt: The first intelligent photo retouching agent seamlessly integrated with Adobe Lightroom has been accepted by NeurIPS 2025! The code and benchmark are now fully open-sourced!
- Jun'2025 - Present: Qingyun Intern, Tencent Hunyuan
Yunlong Lin*, Linqing Wang, Kunjie Lin, Zixu Lin*, Kaixiong Gong, Wenbo Li, Bin Lin, Zhenxi Li, Shiyi Zhang, Yuyang Peng, Wenxun Dai, Xinghao Ding3♣, Chunyu Wang†, Qinglin Lu†
📄 PDF |
🌐 Project |
🤗 HF Paper |
💻 Code
JarvisArt: Liberating Human Artistic Creativity via an Intelligent Photo Retouching Agent
Yunlong Lin*, Zixu Lin*, Kunjie Lin*, Jinbin Bai, Panwang Pan, Chenxin Li, Haoyu Chen, Zhongdao Wang, Xinghao Ding†, Wenbo Li♣️, Shuicheng Yan†
📄 PDF |
🌐 Project |
🤗 HF Paper |
🐦 Twitter |
📺 YouTube |
📹 Bilibili ｜
💻 Code
JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration
Yunlong Lin*, Zixu Lin*, Haoyu Chen*, Panwang Pan*, Chenxin Li, Sixiang Chen, Kairun Wen, Yeying Jin, Wenbo Li, Xinghao Ding
📄 PDF |
🌐 Project |
🤗 Online Demo ｜
💻 Code
DynamicVerse: Physically-Aware Multimodal Modeling for Dynamic 4D Worlds
Kairun Wen, Yuzhi Huang, Runyu Chen, Hui Zheng, Yunlong Lin, Panwang Pan, Chenxin Li, Wenyan Cong, Jian Zhang, Junbin Lu, Chenguo Lin, Dilin Wang, Zhicheng Yan, Hongyu Xu, Justin Theiss, Yue Huang, Xinghao Ding, Rakesh Ranjan, Zhiwen Fan
PosterCraft: Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework
Sixiang Chen, Jianyu Lai, Jialin Gao, Tian Ye, Haoyu Chen, Hengyu Shi, Shitong Shao, Yunlong Lin, Song Fei, Zhaohu Xing, Yeying Jin, Junfeng Luo, Xiaoming Wei, Lei Zhu
📄 PDF | 🌐 Project | 💻 Code | 📹 Demo Video
Yunlong Lin*, Tian Ye*, Sixiang Chen*, Zhenqi Fu, Yingying Wang, Wenhao Chai, Zhaohu Xing, Lei Zhu, Xinghao Ding.
Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors
Yunlong Lin*, Zhenqi Fu*, Kairun Wen, Tian Ye, Sixiang Chen, Ge Meng, Yingying Wang, Yue Huang, Xiaotong Tu, Xinghao Ding.
SnowMaster: Comprehensive Real-world Image Desnowing via MLLM with Multi-Model Feedback Optimization
Jianyu Lai*, Sixiang Chen*, Yunlong Lin, Tian Ye, Yun Liu, Song Fei, Zhaohu Xing, Hongtao Wu, Weiming Wang, Lei Zhu.