🧑‍🔬 Sungjae Lee

🏛️ Affiliations

🎓The Ohio State UniversityColumbus · United States2025–2026 · 3 paperscurrent

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. LUT-GEMM: Quantized Matrix Multiplication based on LUTs for Efficient Inference in Large-Scale Generative Language Models (2022 · 103 citations)
   When large generative language models produce text token by token, inference is limited mainly by memory traffic rather than arithmetic.
2. PaT: Planning-after-Trial for Efficient Test-Time Code Generation (2026)
   Test-time scaling methods for LLM code generation often plan before trying any code (Planning-before-Trial, PbT). Planners such as FunCoder therefore spend compute decomposing every task, including easy ones a model could solve directly. The authors propose Planning-after-Trial (PaT), which reverses this order.

🤝 Co-authors here

2 co-authors with a page, the most papers together first.

• Jungseul Ok
• Wei Chen

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
• International Conference on Learning Representations (ICLR): ICLR 2022

🔗 Cited by

Papers of our library cite their works 85 times (of the 149,439 papers whose bibliographies we read); 20 citing papers with a page here →.

Updated 2 November 2026

This page in Markdown → https://md.research.elamur.ai/free/en/authors/sungjae-lee/