--- title: "Jin Song Dong — author profile and papers — Elamur Research" description: "Jin Song Dong, National University of Singapore: 2 papers on Elamur Research (2026), h-index 1 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/jin-song-dong/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jin-song-dong/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jin Song Dong # Jin Song Dong Jin Song Dong has 2 papers in our library, in 2026, most of them on [GPU & parallel computing](https://md.research.elamur.ai/free/en/topics/gpu-parallel-computing/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/); often with [Jiahao Liu](https://md.research.elamur.ai/free/en/authors/jiahao-liu/), [Xiaoyue Lu](https://md.research.elamur.ai/free/en/authors/xiaoyue-lu/), [Yan Xiao](https://md.research.elamur.ai/free/en/authors/yan-xiao/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5139756263) · [**h-index 1**](https://openalex.org/authors/A5139756263) · [4 works](https://openalex.org/works?filter=author.id:A5139756263) · [1 citations](https://openalex.org/works?filter=author.id:A5139756263&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jin-song-dong/#papers) · 🔗 Cited 2 times in our library · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #10931](https://md.research.elamur.ai/free/en/paper-stars/page/110/#star-10931) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Jin+Song+Dong) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jin+Song+Dong) · [dblp](https://dblp.org/search?q=Jin+Song+Dong) · [ACL Anthology](https://aclanthology.org/search/?q=Jin+Song+Dong) ## Affiliations [🎓**National University of Singapore** Singapore · Singapore 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 8 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Hardware and Architecture · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/hardware-and-architecture/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Software · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/software/) 🧭 Topics 2 Research subjects and languages the work is about.[GPU & parallel computing · 1 work](https://md.research.elamur.ai/free/en/topics/gpu-parallel-computing/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/jin-song-dong/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[CuBridge: An LLM-Based Framework for Understanding and Reconstructing High-Performance Attention Kernels](https://md.research.elamur.ai/free/en/papers/ma-2026-cubridge-llm-based-framework-understanding/)** *(2026 · 3 citations)* Fast CUDA kernels for new attention variants, such as custom masks, altered score functions or different normalization, are hard to build. 2. **[Inverting the Shield: Systematically Generating Safety Tests from Policy Specifications](https://md.research.elamur.ai/free/en/papers/lu-2026-inverting-shield-systematically-generating-safety/)** *(2026)* Current LLM safety evaluation depends on two approaches. Static benchmarks are costly, prone to contamination, and age quickly. Red-teaming is heuristic, and neither can show which policy clauses were actually tested. The authors propose POLARIS, which borrows specification-based testing from software engineering. It… ## All works 3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[CuBridge: An LLM-Based Framework for Understanding and Reconstructing High-Performance Attention Kernels](https://md.research.elamur.ai/free/en/papers/ma-2026-cubridge-llm-based-framework-understanding/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xing Ma, Yangjie Zhou, Wu Sun, et al.*2026 · 3 citations* 2. **[Inverting the Shield: Systematically Generating Safety Tests from Policy Specifications](https://md.research.elamur.ai/free/en/papers/lu-2026-inverting-shield-systematically-generating-safety/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xiaoyue Lu, Xianglin Yang, Haijun Liu, et al.*2026* 3. **[Train in Vain: Functionality-Preserving Poisoning to Prevent Unauthorized Use of Code Datasets ↗](https://aclanthology.org/2026.findings-acl.1564/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Yuan Xiao et al.*2026* ## Co-authors here 4 co-authors with a page, the most papers together first. - [Jiahao Liu](https://md.research.elamur.ai/free/en/authors/jiahao-liu/) - [Xiaoyue Lu](https://md.research.elamur.ai/free/en/authors/xiaoyue-lu/) - [Yan Xiao](https://md.research.elamur.ai/free/en/authors/yan-xiao/) - [Zihan Liu](https://md.research.elamur.ai/free/en/authors/zihan-liu/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ×2 - Findings of the Association for Computational Linguistics: ACL 2026 ## Cited by Papers of our library cite their works 2 times (of the 149,439 papers whose bibliographies we read). Updated 1 November 2026