--- title: "Mingzhe Du — author profile and papers — Elamur Research" description: "Mingzhe Du, National University of Singapore: 3 papers on Elamur Research (2025–2026), h-index 10 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/mingzhe-du/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/mingzhe-du/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Mingzhe Du # Mingzhe Du Mingzhe Du has 3 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Anh Tuan Luu](https://md.research.elamur.ai/free/en/authors/anh-tuan-luu/), [Liangming Pan](https://md.research.elamur.ai/free/en/authors/liangming-pan/), [Rui Mao](https://md.research.elamur.ai/free/en/authors/rui-mao/). 3 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5076954893) · [ORCID](https://orcid.org/0009-0005-7969-0714) · [**h-index 10**](https://openalex.org/authors/A5076954893) · [32 works](https://openalex.org/works?filter=author.id:A5076954893) · [396 citations](https://openalex.org/works?filter=author.id:A5076954893&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/mingzhe-du/#papers) · [🔗 Cited 12 times in our library](https://md.research.elamur.ai/free/en/authors/mingzhe-du/cited-by/) · [⭐ Paper Stars ranking: #9433](https://md.research.elamur.ai/free/en/paper-stars/page/95/#star-9433) 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=Mingzhe+Du) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Mingzhe+Du) · [dblp](https://dblp.org/search?q=Mingzhe+Du) · [ACL Anthology](https://aclanthology.org/search/?q=Mingzhe+Du) ## Affiliations [🎓**Nanyang Technological University** Singapore · Singapore 2025–2026 · 11 papers*current*](https://md.research.elamur.ai/free/en/universities/nanyang-technological-university/) · [🎓**National University of Singapore** Singapore · Singapore 2025–2026 · 6 papers*current*](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) · [🔬**Institute of Data Science** Singapore · Singapore 2025–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/labs/institute-of-data-science/) · [🎓**National Yang Ming Chiao Tung University** Hsinchu · Taiwan 1982–2005 · 10 papers](https://md.research.elamur.ai/free/en/universities/national-yang-ming-chiao-tung-university/) · [🏢**GTE** Stamford 1991–1994 · 5 papers](https://ror.org/03ek3rf92) · [🎓**Nanjing University** Nanjing · China 2022–2024 · 4 papers](https://md.research.elamur.ai/free/en/universities/nanjing-university/) 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 6 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Software · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/software/) 🧭 Topics 4 Research subjects and languages the work is about.[Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Semitic languages · 1 work](https://md.research.elamur.ai/free/en/topics/semitic-languages/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/mingzhe-du/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/mingzhe-du/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[AntiLeakBench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge](https://md.research.elamur.ai/free/en/papers/wu-2025-antileakbench-preventing-data-contamination-automatically/)** *(2025 · 12 citations)* Large language models are usually tested on public, static benchmarks, and those test items can leak into the training data of later models, which inflates their scores. 2. **[NUS-IDS at AMIYA/VarDial 2026: Improving Arabic Dialectness in LLMs with Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/gollapalli-2026-nus-ids-amiya-vardial-2026/)** *(2026 · 2 citations)* The paper addresses a known weakness of current LLMs: when asked for Dialectal Arabic (DA), they tend to answer in Modern Standard Arabic (MSA). 3. **[SeCuRepair: Semantics-Aligned, Curriculum-Driven, and Reasoning-Enhanced Vulnerability Repair Framework](https://md.research.elamur.ai/free/en/papers/yang-2026-securepair-semantics-aligned-curriculum-driven/)** *(2026 · 1 citation)* SeCuRepair targets automated vulnerability repair (AVR) for C/C++ functions. The authors argue that supervised fine-tuning (SFT) teaches models to copy one reference patch. Valid fixes that are written differently get penalised, so models latch onto surface cues such as variable names. Their alternative is a… ## Co-authors here 12 co-authors with a page, the most papers together first. - [Anh Tuan Luu](https://md.research.elamur.ai/free/en/authors/anh-tuan-luu/) - [Liangming Pan](https://md.research.elamur.ai/free/en/authors/liangming-pan/) - [Rui Mao](https://md.research.elamur.ai/free/en/authors/rui-mao/) - [Ruiwen Zhou](https://md.research.elamur.ai/free/en/authors/ruiwen-zhou/) - [See-Kiong Ng](https://md.research.elamur.ai/free/en/authors/see-kiong-ng/) - [Shuai Zhao](https://md.research.elamur.ai/free/en/authors/shuai-zhao/) - [Sujatha Das Gollapalli](https://md.research.elamur.ai/free/en/authors/sujatha-das-gollapalli/) - [William Yang Wang](https://md.research.elamur.ai/free/en/authors/william-yang-wang/) - [Xiaobao Wu](https://md.research.elamur.ai/free/en/authors/xiaobao-wu/) - [Xin Zhou](https://md.research.elamur.ai/free/en/authors/xin-zhou/) - [Yubo Ma](https://md.research.elamur.ai/free/en/authors/yubo-ma/) - [Yuxi Xie](https://md.research.elamur.ai/free/en/authors/yuxi-xie/) ## 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/), [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial)](https://md.research.elamur.ai/free/en/venues/vardial/): [VarDial 2026](https://md.research.elamur.ai/free/en/venues/vardial/2026/) ## Cited by Papers of our library cite their works 12 times (of the 149,439 papers whose bibliographies we read); [2 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/mingzhe-du/cited-by/). Updated 1 November 2026