--- title: "Jingbo Zhou · Westlake University — author profile and papers" description: "Jingbo Zhou, Westlake University: 3 papers on Elamur Research (2024–2026), h-index 27 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/jingbo-zhou/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jingbo-zhou/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jingbo Zhou # Jingbo Zhou Jingbo Zhou has 3 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/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Dejing Dou](https://md.research.elamur.ai/free/en/authors/dejing-dou/), [Jian Xiong](https://md.research.elamur.ai/free/en/authors/jian-xiong/), [Jizhou Huang](https://md.research.elamur.ai/free/en/authors/jizhou-huang/). 3 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5101481194) · [ORCID](https://orcid.org/0000-0003-2677-7021) · [Wikidata](https://www.wikidata.org/wiki/Q120798031) · [**h-index 27**](https://openalex.org/authors/A5101481194) · [123 works](https://openalex.org/works?filter=author.id:A5101481194) · [3,149 citations](https://openalex.org/works?filter=author.id:A5101481194&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/jingbo-zhou/#papers) · [🔗 Cited 42 times in our library](https://md.research.elamur.ai/free/en/authors/jingbo-zhou/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #9579](https://md.research.elamur.ai/free/en/paper-stars/page/96/#star-9579) 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=Jingbo+Zhou) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jingbo+Zhou) · [dblp](https://dblp.org/search?q=Jingbo+Zhou) · [ACL Anthology](https://aclanthology.org/search/?q=Jingbo+Zhou) ## Affiliations [🏢**Baidu** Beijing · China 2016–2026 · 86 papers*current*](https://md.research.elamur.ai/free/en/companies/baidu/) · [🎓**Westlake University** Hangzhou · China 2025–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/westlake-university/) · [🔬**National Engineering Laboratory of Deep Learning Technology and Application** Beijing · China 2019–2020 · 12 papers](https://ror.org/03z8p5796) · [🎓**Nanjing Tech University** Nanjing · China 2024–2025 · 8 papers](https://ror.org/03sd35x91) · [🎓**Lanzhou University** Lanzhou · China 2024–2025 · 6 papers](https://md.research.elamur.ai/free/en/universities/lanzhou-university/) · [🎓**Nanjing University** Nanjing · China 2024–2025 · 6 papers](https://md.research.elamur.ai/free/en/universities/nanjing-university/) · [🎓**National University of Singapore** Singapore · Singapore 2013 · 2 papersEducation](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 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 · 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 · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/jingbo-zhou/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/jingbo-zhou/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Improving Retrieval Augmented Language Model with Self-Reasoning](https://md.research.elamur.ai/free/en/papers/xia-2024-improving-retrieval-augmented-language-model/)** *(2024 · 32 citations)* Retrieval-augmented language models (RALMs) curb LLM hallucinations by adding external documents at inference time, but two weaknesses remain. 2. **[AAPO: Enhancing the Reasoning Capabilities of LLMs with Advantage Margin](https://md.research.elamur.ai/free/en/papers/xiong-2026-aapo-enhancing-reasoning-capabilities-llms/)** *(2026)* Group relative advantage estimation, popularized by GRPO, removes PPO's costly value model when post-training LLMs with RL for reasoning. 3. **[DuIVRS-2: An LLM-based Interactive Voice Response System for Large-scale POI Attribute Acquisition](https://md.research.elamur.ai/free/en/papers/zhang-2026-duivrs-2-llm-based-interactive/)** *(2026)* Baidu Maps must keep attributes such as business hours and addresses current for hundreds of millions of POIs. ## All works 5 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. **[Relation-enhanced Negative Sampling for Multimodal Knowledge Graph Completion ↗](https://doi.org/10.1145/3503161.3548388) ACM International Conference on Multimedia (ACM MM) · no summary yet**Derong Xu et al.*2022 · 99 citations* 2. **[Generative Adversarial Regularized Mutual Information Policy Gradient Framework for Automatic Diagnosis ↗](https://doi.org/10.1609/aaai.v34i01.5456) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Xia Yuan et al.*2020 · 83 citations* 3. **[Improving Retrieval Augmented Language Model with Self-Reasoning](https://md.research.elamur.ai/free/en/papers/xia-2024-improving-retrieval-augmented-language-model/) [Proceedings of the AAAI Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/)**Yuan Xia, Jingbo Zhou, Zhenhui Shi, et al.*2024 · 32 citations* 4. **[AAPO: Enhancing the Reasoning Capabilities of LLMs with Advantage Margin](https://md.research.elamur.ai/free/en/papers/xiong-2026-aapo-enhancing-reasoning-capabilities-llms/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jian Xiong, Jingbo Zhou, Jingyong Ye, et al.*2026* 5. **[DuIVRS-2: An LLM-based Interactive Voice Response System for Large-scale POI Attribute Acquisition](https://md.research.elamur.ai/free/en/papers/zhang-2026-duivrs-2-llm-based-interactive/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Le Zhang, Shengming Zhang, Rui Zha, et al.*2026* ## Co-authors here 6 co-authors with a page, the most papers together first. - [Dejing Dou](https://md.research.elamur.ai/free/en/authors/dejing-dou/) - [Jian Xiong](https://md.research.elamur.ai/free/en/authors/jian-xiong/) - [Jizhou Huang](https://md.research.elamur.ai/free/en/authors/jizhou-huang/) - [Jun Chen](https://md.research.elamur.ai/free/en/authors/jun-chen/) - [Le Zhang](https://md.research.elamur.ai/free/en/authors/le-zhang/) - [Qiang Huang](https://md.research.elamur.ai/free/en/authors/qiang-huang/) ## 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 - [Proceedings of the AAAI Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/) ×2: [Proceedings of the AAAI Conference on Artificial Intelligence 2024](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2024/) - ACM International Conference on Multimedia (ACM MM) ## Cited by Papers of our library cite their works 42 times (of the 149,439 papers whose bibliographies we read); [12 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jingbo-zhou/cited-by/). Updated 2 November 2026