--- title: "Chuan Shi — author profile and papers — Elamur Research" description: "Chuan Shi, Beijing University of Posts and Telecommunications: 2 papers on Elamur Research (2025–2026), h-index 56 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/chuan-shi/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/chuan-shi/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Chuan Shi # Chuan Shi Chuan Shi has 2 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Chen Qian](https://md.research.elamur.ai/free/en/authors/chen-qian/), [Cheng Hong Yang](https://md.research.elamur.ai/free/en/authors/cheng-hong-yang/), [Jackson Petty](https://md.research.elamur.ai/free/en/authors/jackson-petty/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5100705849) · [ORCID](https://orcid.org/0000-0002-3734-0266) · [Wikidata](https://www.wikidata.org/wiki/Q130800603) · [**h-index 56**](https://openalex.org/authors/A5100705849) · [373 works](https://openalex.org/works?filter=author.id:A5100705849) · [16,189 citations](https://openalex.org/works?filter=author.id:A5100705849&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/chuan-shi/#papers) · [🔗 Cited 114 times in our library](https://md.research.elamur.ai/free/en/authors/chuan-shi/cited-by/) · [9 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #10022](https://md.research.elamur.ai/free/en/paper-stars/page/101/#star-10022) 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=Chuan+Shi) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Chuan+Shi) · [dblp](https://dblp.org/search?q=Chuan+Shi) · [ACL Anthology](https://aclanthology.org/search/?q=Chuan+Shi) ## Affiliations [🎓**Beijing University of Posts and Telecommunications** Beijing · China 2007–2026 · 307 papers*current*](https://md.research.elamur.ai/free/en/universities/beijing-university-of-posts-and-telecommunications/) · [🏥**Peking University Sixth Hospital** Beijing · China 2022–2026 · 6 papers*current*](https://ror.org/05rzcwg85) · [🎓**Peking University** Beijing · China 2023–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🔬**Peng Cheng Laboratory** Shenzhen · China 2020–2024 · 12 papers](https://md.research.elamur.ai/free/en/labs/peng-cheng-laboratory/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2006–2007 · 6 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🎓**Tsinghua University** Beijing · China 2009–2025 · 5 papers](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🎓**Beihang University** Beijing · China 2023 · 4 papers](https://md.research.elamur.ai/free/en/universities/beihang-university/) · [🔬**Beijing Advanced Innovation Center for Imaging Technology** Beijing · China 2017–2018 · 3 papers](https://ror.org/0023y2x32) · [🎓**Capital Normal University** Beijing · China 2017–2018 · 3 papers](https://md.research.elamur.ai/free/en/universities/capital-normal-university/) · [🔬**Institute of Computing Technology** Beijing · China 2006 · 3 papers](https://md.research.elamur.ai/free/en/labs/institute-of-computing-technology/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 15 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 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/chuan-shi/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/chuan-shi/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Between Circuits and Chomsky: Pre-pretraining on Formal Languages Imparts Linguistic Biases](https://md.research.elamur.ai/free/en/papers/hu-2025-between-circuits-chomsky-pre-pretraining/)** *(2025 · 9 citations)* Transformer language models need far more data than humans. This paper asks which properties of a formal language make it a useful warm-up before natural-language training, a setup the authors call pre-pretraining. They propose two criteria, drawing on the Chomsky hierarchy and on circuit complexity. First, the… 2. **[MASFactory: A Graph-centric Framework for Orchestrating LLM-Based Multi-Agent Systems with Vibe Graphing](https://md.research.elamur.ai/free/en/papers/liu-2026-masfactory-graph-centric-framework-orchestrating/)** *(2026)* Building LLM-based multi-agent systems (MAS) as directed graphs in tools like LangGraph or Dify still takes a lot of manual work. ## All works 11 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[Beyond Low-frequency Information in Graph Convolutional Networks ↗](https://doi.org/10.1609/aaai.v35i5.16514) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Deyu Bo et al.*2021 · 557 citations* 2. **[Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification ↗](https://aclanthology.org/D19-1488/) Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yet**Hu Linmei et al.*2019 · 359 citations* 3. **[Heterogeneous Graph Structure Learning for Graph Neural Networks ↗](https://doi.org/10.1609/aaai.v35i5.16600) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Jianan Zhao et al.*2021 · 289 citations* 4. **[Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge ↗](https://aclanthology.org/2021.acl-long.62/) Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yet**Linmei Hu et al.*2021 · 225 citations* 5. **[Graph Neural News Recommendation with Unsupervised Preference Disentanglement ↗](https://aclanthology.org/2020.acl-main.392/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Linmei Hu et al.*2020 · 146 citations* 6. **[Learning to Pre-train Graph Neural Networks ↗](https://doi.org/10.1609/aaai.v35i5.16552) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Yuanfu Lu et al.*2021 · 119 citations* 7. **[Hyperbolic Heterogeneous Information Network Embedding ↗](https://doi.org/10.1609/aaai.v33i01.33015337) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Xiao Wang, Yiding Zhang, Chuan Shi*2019 · 117 citations* 8. **[Robust Heterogeneous Graph Neural Networks against Adversarial Attacks ↗](https://doi.org/10.1609/aaai.v36i4.20357) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Mengmei Zhang et al.*2022 · 65 citations* 9. **[Improving Distantly-Supervised Relation Extraction with Joint Label Embedding ↗](https://aclanthology.org/D19-1395/) Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yet**Linmei Hu et al.*2019 · 63 citations* 10. **[Between Circuits and Chomsky: Pre-pretraining on Formal Languages Imparts Linguistic Biases](https://md.research.elamur.ai/free/en/papers/hu-2025-between-circuits-chomsky-pre-pretraining/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Michael Y. Hu, Jackson Petty, Chuan Shi, et al.*2025 · 9 citations* 11. **[MASFactory: A Graph-centric Framework for Orchestrating LLM-Based Multi-Agent Systems with Vibe Graphing](https://md.research.elamur.ai/free/en/papers/liu-2026-masfactory-graph-centric-framework-orchestrating/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yang Liu, Jinxuan Cai, Yishen Li, et al.*2026* ## Co-authors here 8 co-authors with a page, the most papers together first. - [Chen Qian](https://md.research.elamur.ai/free/en/authors/chen-qian/) - [Cheng Hong Yang](https://md.research.elamur.ai/free/en/authors/cheng-hong-yang/) - [Jackson Petty](https://md.research.elamur.ai/free/en/authors/jackson-petty/) - [Michael Y. Hu](https://md.research.elamur.ai/free/en/authors/michael-y-hu/) - [Tal Linzen](https://md.research.elamur.ai/free/en/authors/tal-linzen/) - [William Merrill](https://md.research.elamur.ai/free/en/authors/william-merrill/) - [Xin Li](https://md.research.elamur.ai/free/en/authors/xin-li/) - [Yang Liu](https://md.research.elamur.ai/free/en/authors/yang-liu/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Proceedings of the AAAI Conference on Artificial Intelligence ×5 - [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/), [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) ×2 - Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) ## Cited by Papers of our library cite their works 114 times (of the 149,439 papers whose bibliographies we read); [7 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/chuan-shi/cited-by/). Updated 1 November 2026