Jiarun Liu

Jiarun Liu
Beijing University of Posts and Telecommunications | BUPT · Department of Computer and Communication Engineering

Master of Engineering

About

2
Publications
200
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Introduction
I am Jiarun Liu (Jasper Leo) from the School of Information and Communication Engineering (SICE), Beijing University of Posts and Telecommunications (BUPT), and I am currently studying for my master’s degree. I am currently studying in the Laboratory of Intelligent Systems under the State Key Laboratory of Network and Switching Technology, and my main research interests include natural language processing, reinforcement learning and so on.
Skills and Expertise
Signal, Image and Video Processing
Machine Learning
Neural Networks and Artificial Intelligence
Computer Vision
Unsupervised Learning
Supervised Learning
Data Clustering
Prediction
Classification
Machine Intelligence

Publications

Publications (2)
Figure 2: Illustration of AllTogether prompt.
Figure 4: Three demo from case studies in Job, Finance and Travel...
AllTogether: Investigating the Efficacy of Spliced Prompt for Web Navigation using Large Language Models
Preprint
Full-text available
  • Nov 2023
Large Language Models (LLMs) have emerged as promising agents for web navigation tasks, interpreting objectives and interacting with web pages. However, the efficiency of spliced prompts for such tasks remains underexplored. We introduces AllTogether, a standardized prompt template that enhances web task context representation, thereby improving LL...
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Meta-DM: Applications of Diffusion Models on Few-Shot Learning
Preprint
Full-text available
  • May 2023
In the field of few-shot learning (FSL), extensive research has focused on improving network structures and training strategies. However, the role of data processing modules has not been fully explored. Therefore, in this paper, we propose Meta-DM, a generalized data processing module for FSL problems based on diffusion models. Meta-DM is a simple...
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