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

2 papers · [all years of Xinyi Xu](https://md.research.elamur.ai/free/en/authors/xinyi-xu/#years)

**[RealSec-bench: A Benchmark for Evaluating Secure Code Generation in Real-World Repositories](https://md.research.elamur.ai/free/en/papers/wang-2026-realsec-bench-benchmark-evaluating-secure/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yanlin Wang, Ziyao Zhang, Chong Wang, et al.*2026 · 1 citation*

**[JanusMM: A Benchmark for Self-Deprecation Understanding in Real-World Multimodal Conversations](https://md.research.elamur.ai/free/en/papers/xu-2026-janusmm-benchmark-self-deprecation-understanding/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xinyi Xu, Bingguang Hao, Yongyi Xiong, et al.*2026*