--- title: "Jiaheng Zhang — author profile and papers — Elamur Research" description: "Jiaheng Zhang, National University of Singapore: 3 papers on Elamur Research (2026), h-index 0 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/jiaheng-zhang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jiaheng-zhang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jiaheng Zhang # Jiaheng Zhang Jiaheng Zhang has 3 papers in our library, in 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 [Chenchen Jing](https://md.research.elamur.ai/free/en/authors/chenchen-jing/), [Chunhua Shen](https://md.research.elamur.ai/free/en/authors/chunhua-shen/), [Hao Chen](https://md.research.elamur.ai/free/en/authors/hao-chen/). 3 papers in our library · 2026 [OpenAlex](https://openalex.org/A5139828153) · [**h-index 0**](https://openalex.org/authors/A5139828153) · [5 works](https://openalex.org/works?filter=author.id:A5139828153) · [0 citations](https://openalex.org/works?filter=author.id:A5139828153&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/jiaheng-zhang/#papers) · [🔗 Cited 4 times in our library](https://md.research.elamur.ai/free/en/authors/jiaheng-zhang/cited-by/) · [⭐ Paper Stars ranking: #10653](https://md.research.elamur.ai/free/en/paper-stars/page/107/#star-10653) 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=Jiaheng+Zhang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jiaheng+Zhang) · [dblp](https://dblp.org/search?q=Jiaheng+Zhang) · [ACL Anthology](https://aclanthology.org/search/?q=Jiaheng+Zhang) ## Affiliations [🎓**National University of Singapore** Singapore · Singapore 2025–2026 · 4 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 5 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/) · [Computer Vision and Pattern Recognition · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 4 Research subjects and languages the work is about.[Language models & pretraining · 3 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Interpretability · 1 work](https://md.research.elamur.ai/free/en/topics/interpretability/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/jiaheng-zhang/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Beyond Hard Masks: Progressive Token Evolution for Diffusion Language Models](https://md.research.elamur.ai/free/en/papers/zhong-2026-beyond-hard-masks-progressive-token/)** *(2026 · 2 citations)* Masked diffusion language models (MDLMs) generate text in parallel by gradually unmasking positions. They have two weaknesses. First, once a token is committed, it can never be revised. Second, the model predicts distributions for every position at each step but keeps only a few, so most of that work is thrown away. 2. **[Efficient Self-Evaluation for Diffusion Language Models via Sequence Regeneration](https://md.research.elamur.ai/free/en/papers/zhong-2026-efficient-self-evaluation-diffusion-language/)** *(2026 · 1 citation)* Diffusion language models (dLLMs) such as LLaDA generate text by iteratively unmasking tokens in no fixed order. 3. **[ReProbe: Efficient Test-Time Scaling of Multi-Step Reasoning by Probing Internal States of Large Language Models](https://md.research.elamur.ai/free/en/papers/ni-2026-reprobe-efficient-test-time-scaling/)** *(2026 · 1 citation)* Test-time scaling improves LLM reasoning by sampling several candidate reasoning steps or full chains and keeping the most promising ones. ## Co-authors here 12 of 15 co-authors with a page, the most papers together first. - [Chenchen Jing](https://md.research.elamur.ai/free/en/authors/chenchen-jing/) ×2 - [Chunhua Shen](https://md.research.elamur.ai/free/en/authors/chunhua-shen/) ×2 - [Hao Chen](https://md.research.elamur.ai/free/en/authors/hao-chen/) ×2 - [Linhao Zhong](https://md.research.elamur.ai/free/en/authors/linhao-zhong/) ×2 - [Linyu Wu](https://md.research.elamur.ai/free/en/authors/linyu-wu/) ×2 - [Wen Wang](https://md.research.elamur.ai/free/en/authors/wen-wang/) ×2 - [Artem Shelmanov](https://md.research.elamur.ai/free/en/authors/artem-shelmanov/) - [Ekaterina Fadeeva](https://md.research.elamur.ai/free/en/authors/ekaterina-fadeeva/) - [Jingwei Ni](https://md.research.elamur.ai/free/en/authors/jingwei-ni/) - [Markus Leippold](https://md.research.elamur.ai/free/en/authors/markus-leippold/) - [Mrinmaya Sachan](https://md.research.elamur.ai/free/en/authors/mrinmaya-sachan/) - [Mubashara Akhtar](https://md.research.elamur.ai/free/en/authors/mubashara-akhtar/) ## 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/) ×3: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ×3 ## Cited by Papers of our library cite their works 4 times (of the 149,439 papers whose bibliographies we read); [3 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jiaheng-zhang/cited-by/). Updated 1 November 2026