Publications

StitchCUDA: An Automated Multi-Agents End-to-End GPU Programming Framework with Rubric-based Agentic Reinforcement Learning
Shiyang Li, Zijian Zhang, Winson Chen, Yuebo Luo, Mingyi Hong, Caiwen Ding
ICML 2026
[paper]
[code]

Beyond Code Pairs: Dialogue-Based Data Generation for LLM Code Translation
Le Chen, Nuo Xu, Winson Chen, Bin Lei, Pei-Hung Lin, Dunzhi Zhou, Rajeev Thakur, Caiwen Ding, Ali Jannesari, Chunhua Liao
ACL 2026
[paper]

InfantAgent-Next: A Multimodal Generalist Agent for Automated Computer Interaction
Bin Lei, Weitai Kang, Zijian Zhang, Winson Chen, Xi Xie, Shan Zuo, Mimi Xie, Ali Payani, Mingyi Hong, Yan Yan, Caiwen Ding
NeurIPS 2025
[paper]
[code]

Active Listening: Personalized Question Generation in Open-Domain Social Conversation with User Model Based Prompting
Kevin Bowden, Yue Fan, Winson Chen, Wen Cui, Davan Harrison, Xin Wang, Marilyn Walker
EMNLP 2024
[paper]

Athena 3.0: personalized multimodal chatbot with neuro-symbolic dialogue generators
Yue Fan, Kevin K. Bowden, Wen Cui, Winson Chen, Vrindavan Harrison, Angela Ramirez, Saaket Agashe, Xinyue Gabby Liu, Neha Pullabhotla, Nan Qiang Jeshwanth Bheemanpally, Sugam Garg, Marilyn Walker, Xin Eric Wang
Alexa Prize SocialBot Grand Challenge 5 Proceedings 2023
[paper]

Early experience with transformer-based similarity analysis for DataRaceBench
Winson Chen, Tristan Vanderbruggen, Pei-Hung Lin, Chunhua Liao, Murali Emani
SC’22 / Correctness 2022
[paper]

Making Machine Learning Datasets and Models FAIR for HPC: A Methodology and Case Study
Pei-Hung Lin*, Chunhua Liao, Winson Chen, Tristan Vanderbruggen, Murali Emani, Hailu Xu
TransAI 2022
[paper]

Aerial vision-and-dialog navigation
Yue Fan*, Winson Chen, Tongzhou Jiang, Chun Zhou, Yi Zhang, Xin Eric Wang
Findings of ACL 2023
[paper]

Talks

Early Experience with Transformer-Based Similarity Analysis for DataRaceBench
In-person talk at Correctness workshop at SC’22 11/18/2022
Dallas, Texas