Patanamon Thongtanunam

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (2)Natural Language Processing (2)Open-Source Models & Weights (1)Eval Frameworks & Benchmarks (1)

Frequent co-authors

Christoph Treude (2)Haoyu Gao (2)Peerachai Banyongrakkul (1)Mansooreh Zahedi (1)

Papers (2)

Apr 20, 2026

Peerachai Banyongrakkul +41w ago

When AI Models Become Dependencies: Studying the Evolution of Pre-Trained Model Reuse in Downstream Software Systems

Pre-trained models in software projects aren't just libraries; they're sticky dependencies that accumulate over time and evolve based on capability, not just bug fixes.

Peerachai Banyongrakkul, Mansooreh Zahedi, Christoph Treude +2

Code Generation & Program Synthesis Natural Language Processing Open-Source Models & Weights

Apr 8, 2026

Hong Yi Lin +53w ago

Fine-grained Approaches for Confidence Calibration of LLMs in Automated Code Revision

LLMs are overconfident in automated code revision, but fine-grained calibration can cut their miscalibration error by leveraging local edit decisions.

Hong Yi Lin, Chunhua Liu, Haoyu Gao +3

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Natural Language Processing

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Patanamon Thongtanunam

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)