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physics.comp-ph2026
Co-Authoring with AI: How I Wrote a Physics Paper About AI, Using AI
Yi Zhou
The rapid integration of Large Language Models (LLMs) into scientific writing fundamentally challenges traditional definitions of authorship, responsibility, and scientific integri…
physics.comp-ph2026
From Paper to Program: Specification-Guided Implementation of Quantum Many-Body Algorithms with Large Language Model
Yi Zhou
Turning scientific papers into reliable code requires making implicit computational knowledge explicit. We introduce and evaluate a human-supervised workflow in which large languag…
cs.SE2026
Adaptive Confidence Gating in Multi-Agent Collaboration for Efficient and Optimized Code Generation
Haoji Zhang, Yuzhe Li, Zhenqiang Liu +3
While Large Language Models (LLMs) have catalyzed breakthroughs in automated code generation, Small Language Models (SLMs) often encounter reasoning bottlenecks and failure loops w…