62 citations · 66 across the 5 of their papers we have counts for
5 papers
Instruction Agent: Enhancing Agent with Expert Demonstration
Yinheng Li, Hailey Hultquist, Justin Wagle +1
Graphical user interface (GUI) agents have advanced rapidly but still struggle with complex tasks involving novel UI elements, long-horizon actions, and personalized trajectories.…
Data Processing Techniques for Modern Multimodal Models
Yinheng Li, Han Ding, Hang Chen
Data processing plays an significant role in current multimodal model training. In this paper. we provide an comprehensive review of common data processing techniques used in moder…
Data Generation Using Large Language Models for Text Classification: An Empirical Case Study
Yinheng Li, Rogerio Bonatti, Sara Abdali +2
Using Large Language Models (LLMs) to generate synthetic data for model training has become increasingly popular in recent years. While LLMs are capable of producing realistic trai…
A Practical Survey on Zero-shot Prompt Design for In-context Learning
Yinheng Li
The remarkable advancements in large language models (LLMs) have brought about significant improvements in Natural Language Processing(NLP) tasks. This paper presents a comprehensi…
Utilizing Large Language Models for Natural Interface to Pharmacology Databases
Hong Lu, Chuan Li, Yinheng Li +1
The drug development process necessitates that pharmacologists undertake various tasks, such as reviewing literature, formulating hypotheses, designing experiments, and interpretin…