--- title: "Shuyue Hu — author profile and papers — Elamur Research" description: "Shuyue Hu, Shanghai Artificial Intelligence Laboratory: 3 papers on Elamur Research (2026), h-index 1 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/shuyue-hu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/shuyue-hu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Shuyue Hu # Shuyue Hu Shuyue Hu 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/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Lei Bai](https://md.research.elamur.ai/free/en/authors/lei-bai/), [Bo Zhang](https://md.research.elamur.ai/free/en/authors/bo-zhang/), [Peng Ye](https://md.research.elamur.ai/free/en/authors/peng-ye/). 3 papers in our library · 2026 [OpenAlex](https://openalex.org/A5139785526) · [**h-index 1**](https://openalex.org/authors/A5139785526) · [5 works](https://openalex.org/works?filter=author.id:A5139785526) · [14 citations](https://openalex.org/works?filter=author.id:A5139785526&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/shuyue-hu/#papers) · [🔗 Cited 7 times in our library](https://md.research.elamur.ai/free/en/authors/shuyue-hu/cited-by/) · [⭐ Paper Stars ranking: #11365](https://md.research.elamur.ai/free/en/paper-stars/page/114/#star-11365) 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=Shuyue+Hu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Shuyue+Hu) · [dblp](https://dblp.org/search?q=Shuyue+Hu) · [ACL Anthology](https://aclanthology.org/search/?q=Shuyue+Hu) ## Affiliations [🔬**Shanghai Artificial Intelligence Laboratory** Shanghai · China 2024–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/labs/shanghai-artificial-intelligence-laboratory/) 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).[Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [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/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 3 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/shuyue-hu/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Nature-Inspired Population-Based Evolution of Large Language Models](https://md.research.elamur.ai/free/en/papers/zhang-2026-nature-inspired-population-based-evolution/)** *(2026 · 8 citations)* The paper frames a new problem: how to improve a whole group of large language models by treating it as an evolving population rather than tuning one model. 2. **[A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement](https://md.research.elamur.ai/free/en/papers/tang-2026-scalable-multi-llm-collaboration-system/)** *(2026)* Systems that combine several LLMs struggle to scale. Router-based approaches need retraining whenever a model is added or depend on coarse skill labels. Answer-selection approaches judge outputs with a single criterion and only pick from responses that already exist. SMCS (Scalable Multi-LLM Collaboration System)… 3. **[MTRouter: Cost-Aware Multi-Turn LLM Routing with History–Model Joint Embeddings](https://md.research.elamur.ai/free/en/papers/zhang-2026-mtrouter-cost-aware-multi-turn/)** *(2026)* Agentic tasks with many turns often need dozens of LLM calls per episode, so costs add up quickly. Using one frontier model throughout is expensive, and picking a single model at the start (episode-level routing) ignores that turns vary in difficulty. MTRouter tackles turn-level routing: at each step it chooses a… ## Co-authors here 12 co-authors with a page, the most papers together first. - [Lei Bai](https://md.research.elamur.ai/free/en/authors/lei-bai/) ×3 - [Bo Zhang](https://md.research.elamur.ai/free/en/authors/bo-zhang/) ×2 - [Peng Ye](https://md.research.elamur.ai/free/en/authors/peng-ye/) ×2 - [Shi Feng](https://md.research.elamur.ai/free/en/authors/shi-feng/) ×2 - [Wanli Ouyang](https://md.research.elamur.ai/free/en/authors/wanli-ouyang/) ×2 - [Xiaocui Yang](https://md.research.elamur.ai/free/en/authors/xiaocui-yang/) ×2 - [Yiqun Zhang](https://md.research.elamur.ai/free/en/authors/yiqun-zhang/) ×2 - [Daling Wang](https://md.research.elamur.ai/free/en/authors/daling-wang/) - [Hao Li](https://md.research.elamur.ai/free/en/authors/hao-li/) - [Shufei Zhang](https://md.research.elamur.ai/free/en/authors/shufei-zhang/) - [Tao Chen](https://md.research.elamur.ai/free/en/authors/tao-chen/) - [Zihan Wang](https://md.research.elamur.ai/free/en/authors/zihan-wang/) ## 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 7 times (of the 149,439 papers whose bibliographies we read); [4 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/shuyue-hu/cited-by/). Updated 2 November 2026