--- title: "Zhiqiang Hu — author profile and papers — Elamur Research" description: "Zhiqiang Hu, Singapore University of Technology and Design: 3 papers on Elamur Research (2023–2024), h-index 4 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/zhiqiang-hu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/zhiqiang-hu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Zhiqiang Hu # Zhiqiang Hu Zhiqiang Hu has 3 papers in our library, in 2023–2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Lidong Bing](https://md.research.elamur.ai/free/en/authors/lidong-bing/), [Chenhui Shen](https://md.research.elamur.ai/free/en/authors/chenhui-shen/), [Guanzheng Chen](https://md.research.elamur.ai/free/en/authors/guanzheng-chen/). 3 papers in our library · 2023–2024 [OpenAlex](https://openalex.org/A5008093382) · [ORCID](https://orcid.org/0000-0002-8430-4954) · [**h-index 4**](https://openalex.org/authors/A5008093382) · [9 works](https://openalex.org/works?filter=author.id:A5008093382) · [83 citations](https://openalex.org/works?filter=author.id:A5008093382&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/zhiqiang-hu/#papers) · [🔗 Cited 300 times in our library](https://md.research.elamur.ai/free/en/authors/zhiqiang-hu/cited-by/) · [⭐ Paper Stars ranking: #3120](https://md.research.elamur.ai/free/en/paper-stars/page/32/#star-3120) 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=Zhiqiang+Hu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Zhiqiang+Hu) · [dblp](https://dblp.org/search?q=Zhiqiang+Hu) · [ACL Anthology](https://aclanthology.org/search/?q=Zhiqiang+Hu) ## Affiliations [🎓**Singapore University of Technology and Design** Singapore · Singapore 2024–2025 · 5 papers*current*](https://md.research.elamur.ai/free/en/universities/singapore-university-of-technology-and-design/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 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/) · [Computational Theory and Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 3 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2024** 1 paper Zhiqiang Hu's papers of 2024](https://md.research.elamur.ai/free/en/papers/shi-2024-math-llava-bootstrapping-mathematical-reasoning/) · [**2023** 2 papers Zhiqiang Hu's papers of 2023](https://md.research.elamur.ai/free/en/authors/zhiqiang-hu/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models](https://md.research.elamur.ai/free/en/papers/hu-2023-llm-adapters-adapter-family-parameter/)** *(2023 · 399 citations)* Fully fine-tuning open LLMs is costly in compute and storage. Parameter-efficient fine-tuning (PEFT) trains only small add-on modules, but it was unclear which PEFT variant, inserted where and with which hyperparameters, works best for modern LLMs. The authors built LLM-Adapters, an open framework that attaches… 2. **[SeaLLMs — Large Language Models for Southeast Asia](https://md.research.elamur.ai/free/en/papers/nguyen-2023-seallms-large-language-models-southeast/)** *(2023 · 92 citations)* Mainstream LLMs are trained mostly on English. As a result, they handle Southeast Asian languages poorly, especially those written in non-Latin scripts, which standard BPE tokenizers break into very long token sequences. SeaLLMs are open models for Southeast Asian languages, built by adapting English-centric… 3. **[Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models](https://md.research.elamur.ai/free/en/papers/shi-2024-math-llava-bootstrapping-mathematical-reasoning/)** *(2024 · 86 citations)* Open-source multimodal LLMs such as LLaVA-1.5 handle general VQA well but struggle with math problems that depend on diagrams, charts, or tables. ## Co-authors here 12 of 15 co-authors with a page, the most papers together first. - [Lidong Bing](https://md.research.elamur.ai/free/en/authors/lidong-bing/) ×2 - [Chenhui Shen](https://md.research.elamur.ai/free/en/authors/chenhui-shen/) - [Guanzheng Chen](https://md.research.elamur.ai/free/en/authors/guanzheng-chen/) - [Jianyu Wang](https://md.research.elamur.ai/free/en/authors/jianyu-wang/) - [Lei Wang](https://md.research.elamur.ai/free/en/authors/lei-wang/) - [Liying Cheng](https://md.research.elamur.ai/free/en/authors/liying-cheng/) - [Qingyu Tan](https://md.research.elamur.ai/free/en/authors/qingyu-tan/) - [See-Kiong Ng](https://md.research.elamur.ai/free/en/authors/see-kiong-ng/) - [Soujanya Poria](https://md.research.elamur.ai/free/en/authors/soujanya-poria/) - [Wenxuan Zhang](https://md.research.elamur.ai/free/en/authors/wenxuan-zhang/) - [Xin Li](https://md.research.elamur.ai/free/en/authors/xin-li/) - [Xingxuan Li](https://md.research.elamur.ai/free/en/authors/xingxuan-li/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2023](https://md.research.elamur.ai/free/en/venues/emnlp/2023/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2024](https://md.research.elamur.ai/free/en/venues/findings/2024/) ## Cited by Papers of our library cite their works 300 times (of the 141,840 papers whose bibliographies we read); [23 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/zhiqiang-hu/cited-by/). Updated 24 October 2026