--- title: "Jinyu Guo — author profile and papers — Elamur Research" description: "Jinyu Guo, University of Electronic Science and Technology of China: 2 papers on Elamur Research (2026), h-index 10 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/jinyu-guo/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jinyu-guo/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jinyu Guo # Jinyu Guo Jinyu Guo has 2 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Efficient models & compression](https://md.research.elamur.ai/free/en/topics/efficient-models/); often with [Jie Ou](https://md.research.elamur.ai/free/en/authors/jie-ou/), [Wenhong Tian](https://md.research.elamur.ai/free/en/authors/wenhong-tian/), [Wenyi Li](https://md.research.elamur.ai/free/en/authors/wenyi-li/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5100296486) · [ORCID](https://orcid.org/0000-0002-8114-9944) · [**h-index 10**](https://openalex.org/authors/A5100296486) · [95 works](https://openalex.org/works?filter=author.id:A5100296486) · [425 citations](https://openalex.org/works?filter=author.id:A5100296486&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jinyu-guo/#papers) · [🔗 Cited 2 times in our library](https://md.research.elamur.ai/free/en/authors/jinyu-guo/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #12059](https://md.research.elamur.ai/free/en/paper-stars/page/121/#star-12059) 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=Jinyu+Guo) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jinyu+Guo) · [dblp](https://dblp.org/search?q=Jinyu+Guo) · [ACL Anthology](https://aclanthology.org/search/?q=Jinyu+Guo) ## Affiliations [🎓**University of Electronic Science and Technology of China** Chengdu · China 2024–2026 · 16 papersEmployment · Lecturer, School of Information and Software Engineering*current*](https://md.research.elamur.ai/free/en/universities/university-of-electronic-science-and-technology-of-china/) · [🎓**Shenyang University of Chemical Technology** Shenyang · China 2004–2025 · 25 papers](https://ror.org/03dbpdh75) · [🎓**Beijing University of Posts and Telecommunications** Beijing · China 2017–2025 · 11 papers](https://md.research.elamur.ai/free/en/universities/beijing-university-of-posts-and-telecommunications/) · [🎓**China Three Gorges University** Yichang · China 2023–2025 · 6 papers](https://ror.org/0419nfc77) · [🔬**State Key Laboratory of Networking and Switching Technology** Beijing · China 2022–2023 · 5 papers](https://md.research.elamur.ai/free/en/labs/state-key-laboratory-of-networking-and-switching-technology/) · [🎓**Hebei University of Chinese Medicine** Shijiazhuang · China 2022–2024 · 3 papers](https://ror.org/02qxkhm81) · [🎓**Hebei Agricultural University** Baoding · China 2025 · 2 papers](https://ror.org/009fw8j44) · [🎓**Northeast Electric Power University** Jilin · China 2025 · 2 papers](https://ror.org/00zqaxa34) · [🔬**State Key Laboratory of Information Photonics and Optical Communications** Beijing 2017–2018 · 2 papers](https://ror.org/02v9wg343) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 12 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 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/jinyu-guo/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[AdapShot: Adaptive Many-Shot In-Context Learning with Semantic-Aware KV Cache Reuse](https://md.research.elamur.ai/free/en/papers/ou-2026-adapshot-adaptive-many-shot-context/)** *(2026)* Many-shot in-context learning (ICL) puts hundreds or thousands of demonstrations into an LLM prompt. Current methods use one fixed shot count for every query. The authors show this is a poor fit: accuracy does not rise steadily with more examples, and the best count depends on the model, the task and the individual… 2. **[CAP: Controllable Alignment Prompting for Unlearning in LLMs](https://md.research.elamur.ai/free/en/papers/wang-2026-cap-controllable-alignment-prompting-unlearning/)** *(2026)* LLMs trained on uncurated data can memorize sensitive or hazardous facts. Most unlearning techniques remove such knowledge by editing weights, which is costly, can damage general ability, and does not work for closed-source models. CAP takes a different route: the target LLM stays frozen, and a small language model… ## All works 5 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. **[Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps ↗](https://aclanthology.org/2025.findings-acl.1384/) Findings of the Association for Computational Linguistics: ACL 2025 · no summary yet**Jie Ou et al.*2025 · 2 citations* 2. **[HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation ↗](https://aclanthology.org/2025.findings-acl.1376/) Findings of the Association for Computational Linguistics: ACL 2025 · no summary yet**Jinyu Guo et al.*2025 · 1 citation* 3. **[AdapShot: Adaptive Many-Shot In-Context Learning with Semantic-Aware KV Cache Reuse](https://md.research.elamur.ai/free/en/papers/ou-2026-adapshot-adaptive-many-shot-context/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jie Ou, Jinyu Guo, Shiyao Guo, et al.*2026* 4. **[CAP: Controllable Alignment Prompting for Unlearning in LLMs](https://md.research.elamur.ai/free/en/papers/wang-2026-cap-controllable-alignment-prompting-unlearning/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zhaokun Wang, Jinyu Guo, Jingwen Pu, et al.*2026* 5. **[Kendall-DPO: Preference optimization with Kendall’s Tau for temporal event ordering ↗](https://doi.org/10.1016/j.eswa.2026.133403) Expert Systems with Applications · no summary yet**Shunyu Yao et al.*2026* ## Co-authors here 5 co-authors with a page, the most papers together first. - [Jie Ou](https://md.research.elamur.ai/free/en/authors/jie-ou/) ×2 - [Wenhong Tian](https://md.research.elamur.ai/free/en/authors/wenhong-tian/) ×2 - [Wenyi Li](https://md.research.elamur.ai/free/en/authors/wenyi-li/) ×2 - [Zhaokun Wang](https://md.research.elamur.ai/free/en/authors/zhaokun-wang/) ×2 - [Jingwen Pu](https://md.research.elamur.ai/free/en/authors/jingwen-pu/) ## 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/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ×2 - Findings of the Association for Computational Linguistics: ACL 2025 ×2 - Expert Systems with Applications ## Cited by Papers of our library cite their works 2 times (of the 149,439 papers whose bibliographies we read); [1 citing paper with a page here →](https://md.research.elamur.ai/free/en/authors/jinyu-guo/cited-by/). Updated 1 November 2026