Research 🔬

I am currently working on Large Language Model based Web Agents, especially in the field of Web Navigation. 🔭

WEPO: Web Element Preference Optimization for LLM-based Web Navigation

Published in 39th AAAI Conference on Artificial Intelligence (AAAI-25), 2024

Recommended citation: Jiarun Liu, Jia Hao, Chunhong Zhang and Zheng Hu. 2025. WEPO: Web Element Preference Optimization for LLM-based Web Navigation. In Proceedings of the 39th AAAI Conference on Artificial Intelligence (AAAI-25), Philadelphia, Pennsylvania, USA. https://arxiv.org/pdf/2412.10742

Meta-DM: Applications of Diffusion Models on Few-Shot Learning

Published in 2024 IEEE International Conference on Image Processing (ICIP), 2024

Recommended citation: W. Hu, J. Liu, J. Wang and H. Tian, "Meta-DM: Applications of Diffusion Models on Few-Shot Learning," 2024 IEEE International Conference on Image Processing (ICIP), Abu Dhabi, United Arab Emirates, 2024, pp. 773-779, doi: 10.1109/ICIP51287.2024.10647300. https://arxiv.org/pdf/2305.08092