--- title: "Menglin Yang — author profile and papers · Reasoning" description: "Menglin Yang, Hong Kong University of Science and Technology: 3 papers on Elamur Research (2025–2026), h-index 0 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/menglin-yang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/menglin-yang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Menglin Yang # Menglin Yang Menglin Yang has 3 papers in our library, in 2025–2026, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Chengwei Qin](https://md.research.elamur.ai/free/en/authors/chengwei-qin/), [Jiahong Liu](https://md.research.elamur.ai/free/en/authors/jiahong-liu/), [Jindong Li](https://md.research.elamur.ai/free/en/authors/jindong-li/). 3 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5135315775) · [**h-index 0**](https://openalex.org/authors/A5135315775) · [8 works](https://openalex.org/works?filter=author.id:A5135315775) · [0 citations](https://openalex.org/works?filter=author.id:A5135315775&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/menglin-yang/#papers) · [🔗 Cited 9 times in our library](https://md.research.elamur.ai/free/en/authors/menglin-yang/cited-by/) · [⭐ Paper Stars ranking: #9675](https://md.research.elamur.ai/free/en/paper-stars/page/97/#star-9675) 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=Menglin+Yang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Menglin+Yang) · [dblp](https://dblp.org/search?q=Menglin+Yang) · [ACL Anthology](https://aclanthology.org/search/?q=Menglin+Yang) ## Affiliations [🎓**The Hong Kong University of Science and Technology (Guangzhou)** Guangzhou · China 2025–2026 · 36 papers*current*](https://md.research.elamur.ai/free/en/universities/the-hong-kong-university-of-science-and-technology-guangzhou/) · [🎓**Hong Kong University of Science and Technology** Hong Kong · China 2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/universities/hong-kong-university-of-science-and-technology/) · [🎓**South China University of Technology** Guangzhou · China 2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/south-china-university-of-technology/) · [🎓**University of Hong Kong** Pok Fu Lam · China 2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-hong-kong/) · [🎓**Chinese University of Hong Kong** Hong Kong · China 2020–2023 · 16 papers](https://md.research.elamur.ai/free/en/universities/chinese-university-of-hong-kong/) · [🎓**Yale University** New Haven · United States 2024–2025 · 6 papers](https://md.research.elamur.ai/free/en/universities/yale-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed. ## 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/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 2 Research subjects and languages the work is about.[Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/menglin-yang/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/menglin-yang/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Implicit Reasoning in Large Language Models: A Comprehensive Survey](https://md.research.elamur.ai/free/en/papers/li-2025-implicit-reasoning-large-language-models/)** *(2025 · 10 citations)* Chain-of-Thought prompting makes LLMs write out every intermediate step, which inflates output length, latency and cost. 2. **[HeLa-Mem: Hebbian Learning and Associative Memory for LLM Agents](https://md.research.elamur.ai/free/en/papers/zhu-2026-hela-mem-hebbian-learning-associative/)** *(2026 · 2 citations)* LLM agents struggle to stay coherent across long, multi-session dialogues. Most memory systems store past turns as embeddings and fetch them by semantic similarity alone, so they miss links between memories that are related through shared history rather than wording. HeLa-Mem addresses this with a memory design… 3. **[Self-Reflective Generation at Test Time](https://md.research.elamur.ai/free/en/papers/mu-2026-self-reflective-generation-test-time/)** *(2026)* Autoregressive LLMs cannot revise a token once it is emitted, so one early mistake in a long chain-of-thought can derail the whole solution. ## Co-authors here 10 co-authors with a page, the most papers together first. - [Chengwei Qin](https://md.research.elamur.ai/free/en/authors/chengwei-qin/) ×2 - [Jiahong Liu](https://md.research.elamur.ai/free/en/authors/jiahong-liu/) ×2 - [Jindong Li](https://md.research.elamur.ai/free/en/authors/jindong-li/) ×2 - [Yao Shu](https://md.research.elamur.ai/free/en/authors/yao-shu/) ×2 - [Cheng Zhang](https://md.research.elamur.ai/free/en/authors/cheng-zhang/) - [Irwin King](https://md.research.elamur.ai/free/en/authors/irwin-king/) - [Rex Ying](https://md.research.elamur.ai/free/en/authors/rex-ying/) - [Shuang Qiu](https://md.research.elamur.ai/free/en/authors/shuang-qiu/) - [Zhiyong Wang](https://md.research.elamur.ai/free/en/authors/zhiyong-wang/) - [Zhongxiang Dai](https://md.research.elamur.ai/free/en/authors/zhongxiang-dai/) ## 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 ## Cited by Papers of our library cite their works 9 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/menglin-yang/cited-by/). Updated 1 November 2026