Le Chen

AI Researcher at Argonne National Laboratory
Host, TPC Seminar Series

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πŸ’‘ LLM, HPC, AI4Code
βœ‰οΈ lechen[AT]anl.gov
πŸ’» DSL, Argonne National Laboratory
πŸŒ† Chicagoland, Illinois

Le Chen is a Postdoctoral Researcher at Argonne National Laboratory, supervised by Dr. Rajeev Thakur. He received his Ph.D. in Computer Science from Iowa State University, advised by Dr. Ali Jannesari.

His research bridges high-performance computing and artificial intelligence along two complementary directions: HPC4AI, which develops scalable, efficient methods for training and inference of large AI models on modern supercomputing systems; and AI4HPC, which focuses on large language models (LLMs) for scientific code generation, translation, and reasoning.

Additional broad research interests include AI agents and AI4Science. His work has appeared in leading HPC and AI venues, including SC, NeurIPS, ACL, EMNLP, MLSys, IPDPS, NAACL, and EuroPar.

Speak at the TPC Seminar Series

Le hosts the TPC Seminar Series, a community venue under the Trillion Parameter Consortium that brings together researchers from academia, national labs, and industry working on large-scale AI β€” spanning foundation model training and inference, agentic systems, scientific applications, evaluation, and AI infrastructure at the trillion-parameter scale.

If you’d like to share your recent work with this community, please feel free to reach out β€” we welcome a broad range of topics across AI.

news

Aug'26 EMNLP'26 πŸ“„ One paper accepted (EMNLP Findings)!βœ…
Aug'26 ERAD'26 🌍🎀 Our work β€œLARS: LLM-assisted Radar Scenes” was presented at ERAD 2026 in Belgrade πŸ‡·πŸ‡Έ!
Jul'26 πŸŽ‰ Two of our Genesis Mission proposals accepted!βœ… β€” grateful to the lead PIs and the whole team! Explore the Genesis Mission awards dashboard πŸ“Š for a look at the full landscape.
Jul'26 US-RSE'26 🎀 One talk accepted!βœ… β€” see you in San Jose πŸŒ‰!
Jun'26 PREPRINT πŸ“„ New preprint!
May'26 PREPRINT πŸ“„ New preprint!
Apr'26 PEARC'26 πŸ“„ One paper accepted!βœ… β€” see you in Minneapolis πŸŒ†!
Apr'26 ACL'26 πŸ“„ Two papers accepted (ACL Main)!βœ… Paper 1, Paper 2
β†’ view all news