---
title: "Heng Dong — papers of 2026 — 2 papers, the most cited first"
description: "Heng Dong — 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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# Heng Dong — papers of 2026 — 2 papers, the most cited first

2 papers · [all years of Heng Dong](https://md.research.elamur.ai/free/en/authors/heng-dong/#years)

**[Learning from Mistakes: Negative Reasoning Samples Enhance Out-of-Domain Generalization](https://md.research.elamur.ai/free/en/papers/xueyun-2026-learning-mistakes-negative-reasoning-samples/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Tian Xueyun, MingHua Ma, Bingbing Xu, et al.*2026*

**[ROMA: Real-time Omni-Multimodal Assistant with Interactive Streaming Understanding](https://md.research.elamur.ai/free/en/papers/xueyun-2026-roma-real-time-omni-multimodal/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Tian Xueyun, Wei Li, Bingbing Xu, et al.*2026*