--- title: "Song Wang — author profile and papers — Elamur Research" description: "Song Wang, Southwest University of Science and Technology: 4 papers on Elamur Research (2024–2026), h-index 9 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/song-wang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/song-wang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Song Wang # Song Wang Song Wang has 4 papers in our library, in 2024–2026, 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/); often with [Zhen Tan](https://md.research.elamur.ai/free/en/authors/zhen-tan/), [Jundong Li](https://md.research.elamur.ai/free/en/authors/jundong-li/), [Tianlong Chen](https://md.research.elamur.ai/free/en/authors/tianlong-chen/). 4 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5010697935) · [ORCID](https://orcid.org/0000-0002-7047-8726) · [**h-index 9**](https://openalex.org/authors/A5010697935) · [79 works](https://openalex.org/works?filter=author.id:A5010697935) · [279 citations](https://openalex.org/works?filter=author.id:A5010697935&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/song-wang/#papers) · [🔗 Cited 115 times in our library](https://md.research.elamur.ai/free/en/authors/song-wang/cited-by/) · [⭐ Paper Stars ranking: #5043](https://md.research.elamur.ai/free/en/paper-stars/page/51/#star-5043) 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=Song+Wang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Song+Wang) · [dblp](https://dblp.org/search?q=Song+Wang) · [ACL Anthology](https://aclanthology.org/search/?q=Song+Wang) ## Affiliations [🎓**Southwest University of Science and Technology** Mianyang · China 2010–2026 · 37 papers*current*](https://ror.org/04d996474) · [🔬**China Academy of Engineering Physics** Mianyang · China 2009–2018 · 7 papers](https://ror.org/039vqpp67) · [🎓**Chinese People's Armed Police Force Engineering University** Xi'an · China 2011–2015 · 7 papers](https://ror.org/031jzbb03) · [🤝**Chinese People's Armed Police Force** Beijing 2011–2015 · 3 papers](https://ror.org/011gh0524) · [🎓**Air Force Engineering University** Xi'an · China 2011–2012 · 3 papers](https://ror.org/00seraz22) · [🎓**Naval University of Engineering** Wuhan · China 2011–2012 · 3 papers](https://ror.org/056vyez31) · [🔬**China Automotive Technology and Research Center** Tianjin · China 2021–2022 · 2 papers](https://ror.org/00r5r6807) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 11 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 6 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Computer Networks and Communications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-networks-and-communications/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [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/song-wang/year/2026/) · [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/song-wang/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/song-wang/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Large Language Models for Data Annotation and Synthesis: A Survey](https://md.research.elamur.ai/free/en/papers/tan-2024-large-language-models-data-annotation/)** *(2024 · 262 citations)* Labeling or generating training data by hand is slow, expensive and often requires domain experts. This survey examines how LLMs such as GPT-4, Gemini and LLaMA-2 can automate that work. It is a literature review, so it reports no new experiments. The authors frame the setting with two roles: an annotator model A… 2. **[Learning from Diverse Reasoning Paths with Routing and Collaboration](https://md.research.elamur.ai/free/en/papers/lei-2025-learning-diverse-reasoning-paths-routing/)** *(2025 · 11 citations)* Compact student models trained by black-box distillation usually see only one teacher rationale per question, which captures little of the teacher's reasoning repertoire. 3. **[AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction](https://md.research.elamur.ai/free/en/papers/wang-2025-anymac-cascading-flexible-multi-agent/)** *(2025 · 10 citations)* LLM-based multi-agent systems usually link agents through fixed or learned graphs, often DAGs. These graphs allow each agent to be used only once per round and let agents see only their neighbours' messages. AnyMAC replaces the graph with a sequence. At each step, Next-Agent Prediction (NAP) picks which role to call… 4. **[Metacognitive Self-Correction for Multi-Agent System via Prototype-Guided Next-Execution Reconstruction](https://md.research.elamur.ai/free/en/papers/shen-2026-metacognitive-self-correction-multi-agent/)** *(2026 · 3 citations)* LLM-based multi-agent systems (MAS) are fragile: one agent's mistake can spread through the collaboration and derail the whole run. ## Co-authors here 12 co-authors with a page, the most papers together first. - [Zhen Tan](https://md.research.elamur.ai/free/en/authors/zhen-tan/) ×4 - [Jundong Li](https://md.research.elamur.ai/free/en/authors/jundong-li/) ×3 - [Tianlong Chen](https://md.research.elamur.ai/free/en/authors/tianlong-chen/) ×2 - [Zihan Chen](https://md.research.elamur.ai/free/en/authors/zihan-chen/) ×2 - [Bohan Jiang](https://md.research.elamur.ai/free/en/authors/bohan-jiang/) - [Dawei Li](https://md.research.elamur.ai/free/en/authors/dawei-li/) - [Huan Liu](https://md.research.elamur.ai/free/en/authors/huan-liu/) - [Lu Cheng](https://md.research.elamur.ai/free/en/authors/lu-cheng/) - [Qi Zhang](https://md.research.elamur.ai/free/en/authors/qi-zhang/) - [Xinyu Zhao](https://md.research.elamur.ai/free/en/authors/xinyu-zhao/) - [Xu Shen](https://md.research.elamur.ai/free/en/authors/xu-shen/) - [Yushun Dong](https://md.research.elamur.ai/free/en/authors/yushun-dong/) ## 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/) ×3: [EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/) ×2, [EMNLP 2024](https://md.research.elamur.ai/free/en/venues/emnlp/2024/) - [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 115 times (of the 149,439 papers whose bibliographies we read); [31 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/song-wang/cited-by/). Updated 1 November 2026