I am a postdoctoral fellow at the Department of Computer Science and Engineering (CSE), Hong Kong University of Science and Technology (HKUST), advised by Prof. Long Chen. Prior to this, I obtained my PhD degree in Computer Science and Technology from the DCD Lab, Zhejiang University (ZJU), under the supervision of Prof. Jun Xiao.
💬 Research Interests
- Computer Vision, Machine Learning
- Vision and Language, Multimodal Generation and Editing
📝 Publications
(Selected works are shown. Full publication list in Google Scholar)
FlowMotion: Training-Free Flow Guidance for Video Motion Transfer
Zhen Wang, Youcan Xu, Jun Xiao, Long Chen
- Efficient video motion transfer with one single RTX 3090.
FlowDC: Flow-Based Decoupling-Decay for Complex Image Editing
Yilei Jiang, Zhen Wang, Yanghao Wang, Jun Yu, Yueting Zhuang, Jun Xiao, Long Chen
- Efficient and flexible flow-based complex image editing.
Freetuner: Any subject in any style with training-free diffusion
Youcan Xu, Zhen Wang, Kexin Li, Jun Xiao, Long Chen
- A flexible and training-free method for compositional personalization.
Event-Customized Image Generation
Zhen Wang, Yilei Jiang, Dong Zheng, Jun Xiao, Long Chen
- Customize your event (actions, poses, relations and interactions) with only one single image!
- Training-free, Plug-and-Play and Effective.
IterIS: Iterative Inference-Solving Alignment for LoRA Merging
Hongxu Chen, Zhen Wang, Runshi Li, Bowei Zhu, Long Chen
- A sample-efficient and broadly applicable LoRA merging method based on an iterative inference-solving framework with enhanced performance.
CLIPDrag: Combining Text-based and Drag-based Instructions for Image Editing
Ziqi Jiang, Zhen Wang, Long Chen
- Incorporating text signals into drag-based methods for precise and flexible image editing.
Learning combinatorial prompts for universal controllable image captioning
Zhen Wang, Jun Xiao, Yueting Zhuang, Fei Gao, Jian Shao, Long Chen
- A lightweight prompt-based framework for controllable image captioning.
- Effective and efficient for both single and combined controls.
Decap: Towards generalized explicit caption editing via diffusion mechanism
Zhen Wang, Xinyun Jiang, Jun Xiao, Tao Chen, Long Chen
- A diffusion-based explicit caption editing framework with strong generalization ability across various editing and generation scenarios.
Explicit image caption editing
Zhen Wang, Long Chen, Wenbo Ma, Guangxing Han, Yulei Niu, Jian Shao, Jun Xiao
- An interesting new task: explicit caption editing (ECE), and new benchmarks.
- An effective and efficient ECE model.