Hi, I’m Chen Cheng
I’m a senior undergraduate at the School of Information Science and Technology at ShanghaiTech University focusing on Human-AI Interaction (HAI). In Fall 2023, I was an exchange student at University of California, Berkeley.
Previously, I designed and built interactive systems for visualization and analysis advised by Quan Li at ShanghaiTech University, aiming to facilitate the perception and decision-making process involving a large amount of data. In the summer of 2023, I worked on building a programming support tool for code comprehension, as advised by Tianyi Zhang at Purdue University.
Overall, my passion lies in the transformation of information among different counterparts, particularly in developing tools and systems that enhance communication both between AI agents and between human and AI agents. Details are in my CV.
Research Projects
For the CS182 course at UC Berkeley, we explore Transformer models’ In-Context Learning robustness against noisy labels and the effects of noise as data augmentation.
FMLens is an interactive visual analytics system that scaffolds the fund manager selection process to support investors in efficiently evaluating candidate fund managers and unfolding the changes in their investment styles.
VAC-HGNN (Visual Analytics for Comparing HGNNs) is a visual analytics system that enables HGNN practitioners to understand and compare HGNNs at three levels: graph level, group level, and individual level.
Research Publications
Best Paper Honorable Mention