Peerachai Banyongrakkul

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

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

Frequent co-authors

Mansooreh Zahedi (2)Christoph Treude (2)Haoyu Gao (2)Patanamon Thongtanunam (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

Jan 20, 2026

Jan 20, 2026·also SMU

On Autopilot? An Empirical Study of Human-AI Teaming and Review Practices in Open Source

AI-generated code in open source gets a free pass: 80% of AI-co-authored pull requests from new contributors are merged without review, raising questions about code quality and security.

Haoyu Gao, Peerachai Banyongrakkul, Hao Guan +2

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Peerachai Banyongrakkul

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)