Publications

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

GLSVLSI 2026

Lumi Agent: Autonomous Lumerical FDTD Simulation for Photonic Waveguide Experiments

Winson Chen, Anna Capuano, Qing Gu, Caiwen Ding

Paper

arXiv preprint 2026

QFoldAgent: An Autonomous Quantum Optimization Multi-Agent System for Protein Structure Prediction

Winson Chen, Yuqi Zhang, Sixu Chen, Nuo Xu, Qiang Guan, Caiwen Ding

Paper

arXiv preprint 2026

CUDAHercules: Benchmarking Hardware-Aware Expert-level CUDA Optimization for LLMs

Shiyang Li, Zijian Zhang, Guangyan Sun, Yuebo Luo, Winson Chen, Yanzhi Wang, Mingyi Hong, Caiwen Ding

Paper

ICML 2026

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

Paper Code

ACL 2026

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

Paper

NeurIPS 2025

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

Paper Code

EMNLP 2024

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

Paper

Alexa Prize SocialBot Grand Challenge 5 Proceedings 2023

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

Paper

SC'22 / Correctness 2022

Early experience with transformer-based similarity analysis for DataRaceBench

Winson Chen, Tristan Vanderbruggen, Pei-Hung Lin, Chunhua Liao, Murali Emani

Paper

TransAI 2022

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

Paper

Findings of ACL 2023

Aerial vision-and-dialog navigation

Yue Fan*, Winson Chen, Tongzhou Jiang, Chun Zhou, Yi Zhang, Xin Eric Wang

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