--- title: "Bingshuai Liu · Xiamen University — author profile and papers" description: "Bingshuai Liu, Xiamen University: 3 papers on Elamur Research (2023–2026), h-index 3 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/bingshuai-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/bingshuai-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Bingshuai Liu # Bingshuai Liu Bingshuai Liu has 3 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/), [Speech & spoken language](https://md.research.elamur.ai/free/en/topics/speech/); often with [Chenyang Lyu](https://md.research.elamur.ai/free/en/authors/chenyang-lyu/), [Jinsong Su](https://md.research.elamur.ai/free/en/authors/jinsong-su/), [Longyue Wang](https://md.research.elamur.ai/free/en/authors/longyue-wang/). 3 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5021148354) · [ORCID](https://orcid.org/0000-0002-3630-7499) · [**h-index 3**](https://openalex.org/authors/A5021148354) · [7 works](https://openalex.org/works?filter=author.id:A5021148354) · [44 citations](https://openalex.org/works?filter=author.id:A5021148354&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/bingshuai-liu/#papers) · [🔗 Cited 59 times in our library](https://md.research.elamur.ai/free/en/authors/bingshuai-liu/cited-by/) · [⭐ Paper Stars ranking: #8142](https://md.research.elamur.ai/free/en/paper-stars/page/82/#star-8142) 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=Bingshuai+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Bingshuai+Liu) · [dblp](https://dblp.org/search?q=Bingshuai+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Bingshuai+Liu) ## Affiliations [🎓**Xiamen University** Xiamen · China 2021–2026 · 6 papers*current*](https://md.research.elamur.ai/free/en/universities/xiamen-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 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 5 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Vision & language · 2 works](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Speech & spoken language · 1 work](https://md.research.elamur.ai/free/en/topics/speech/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/bingshuai-liu/year/2026/) · [**2023** 2 papers](https://md.research.elamur.ai/free/en/authors/bingshuai-liu/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration](https://md.research.elamur.ai/free/en/papers/lyu-2023-macaw-llm-multi-modal-language/)** *(2023 · 75 citations)* Instruction-tuned LLMs are strong on text, but how well they handle other kinds of input is still underexplored. 2. **[Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models](https://md.research.elamur.ai/free/en/papers/liu-2023-retrieval-augmented-multi-modal-chain/)** *(2023 · 13 citations)* Chain-of-thought (CoT) prompting helps large language models solve reasoning problems, but in multi-modal question answering it is unclear which worked examples should go into the prompt. 3. **[Orchestrating Tokens and Sequences: Dynamic Hybrid Policy Optimization for RLVR](https://md.research.elamur.ai/free/en/papers/min-2026-orchestrating-tokens-sequences-dynamic-hybrid/)** *(2026 · 1 citation)* RLVR methods for training LLMs on reasoning operate at a single granularity. GRPO corrects off-policy updates per token, which supports precise credit assignment but becomes noisy and unstable. GSPO uses one length-normalized ratio for a whole response, which matches sequence-level rewards and is steadier but gives… ## Co-authors here 12 co-authors with a page, the most papers together first. - [Chenyang Lyu](https://md.research.elamur.ai/free/en/authors/chenyang-lyu/) ×2 - [Jinsong Su](https://md.research.elamur.ai/free/en/authors/jinsong-su/) ×2 - [Longyue Wang](https://md.research.elamur.ai/free/en/authors/longyue-wang/) ×2 - [Zijun Min](https://md.research.elamur.ai/free/en/authors/zijun-min/) ×2 - [Ante Wang](https://md.research.elamur.ai/free/en/authors/ante-wang/) - [Anxiang Zeng](https://md.research.elamur.ai/free/en/authors/anxiang-zeng/) - [Haibo Zhang](https://md.research.elamur.ai/free/en/authors/haibo-zhang/) - [Long Zhang](https://md.research.elamur.ai/free/en/authors/long-zhang/) - [Minghao Wu](https://md.research.elamur.ai/free/en/authors/minghao-wu/) - [Shuming Shi](https://md.research.elamur.ai/free/en/authors/shuming-shi/) - [Xinting Huang](https://md.research.elamur.ai/free/en/authors/xinting-huang/) - [Zhaopeng Tu](https://md.research.elamur.ai/free/en/authors/zhaopeng-tu/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 59 times (of the 149,439 papers whose bibliographies we read); [22 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/bingshuai-liu/cited-by/). Updated 2 November 2026