---
title: "Shaoning Sun — papers of 2026 — 2 papers, the most cited first"
description: "Shaoning Sun — papers of 2026: 2 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Shaoning Sun — papers of 2026 — 2 papers, the most cited first

2 papers · [all years of Shaoning Sun](https://md.research.elamur.ai/free/en/authors/shaoning-sun/#years)

**[ProFit: Leveraging High-Value Signals in SFT via Probability-Guided Token Selection](https://md.research.elamur.ai/free/en/papers/liu-2026-profit-leveraging-high-value-signals/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Tao Liu, Taiqiang Wu, Runming Yang, et al.*2026 · 4 citations*

**[Distributional Clarity: The Hidden Driver of RL-Friendliness in Large Language Models](https://md.research.elamur.ai/free/en/papers/sun-2026-distributional-clarity-hidden-driver-rl/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Shaoning Sun, Mingzhu Cai, Huang He, et al.*2026*