Pengcheng Wang

Pengcheng Wang

University of Illinois, Urbana-Champaign

Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

Decoding cortical folding patterns in marmosets using machine learning and large language model

Published in NeuroImage, 2025

Identification of genes with transcriptomic differences between concave and convex cortical patterns using machine learning and LLM.

Recommended citation: Yue Wu, Xuesong Gao, Zhengliang Liu, Pengcheng Wang, Zihao Wu, Yiwei Li, Tuo Zhang, Tianming Liu, Tao Liu, Xiao Li, Decoding cortical folding patterns in marmosets using machine learning and large language model, NeuroImage, Volume 308, 2025
Download Paper

Conference Papers

Active Prompting with Chain-of-Thought for Large Language Models

Published in ACL, 2024

This paper proposes a new method, Active-Prompt, to adapt LLMs to different tasks with task-specific example prompts (annotated with human-designed CoT reasoning).

Recommended citation: Shizhe Diao, Pengcheng Wang, Yong Lin, Rui Pan, Xiang Liu, and Tong Zhang. 2024. Active Prompting with Chain-of-Thought for Large Language Models. In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1330–1350, Bangkok, Thailand. Association for Computational Linguistics.
Download Paper