--- title: "Fenglin Liu · Chongqing University — author profile and papers" description: "Fenglin Liu, Chongqing University: 2 papers on Elamur Research (2023–2025), h-index 32 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/fenglin-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/fenglin-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Fenglin Liu # Fenglin Liu Fenglin Liu has 2 papers in our library, in 2023–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Chengfeng Mao](https://md.research.elamur.ai/free/en/authors/chengfeng-mao/), [Jiayuan Zhu](https://md.research.elamur.ai/free/en/authors/jiayuan-zhu/), [Jiazhen Pan](https://md.research.elamur.ai/free/en/authors/jiazhen-pan/). 2 papers in our library · 2023–2025 [OpenAlex](https://openalex.org/A5100632772) · [ORCID](https://orcid.org/0000-0001-7715-5228) · [**h-index 32**](https://openalex.org/authors/A5100632772) · [120 works](https://openalex.org/works?filter=author.id:A5100632772) · [8,344 citations](https://openalex.org/works?filter=author.id:A5100632772&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/fenglin-liu/#papers) · [🔗 Cited 127 times in our library](https://md.research.elamur.ai/free/en/authors/fenglin-liu/cited-by/) · [5 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6869](https://md.research.elamur.ai/free/en/paper-stars/page/69/#star-6869) 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=Fenglin+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Fenglin+Liu) · [dblp](https://dblp.org/search?q=Fenglin+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Fenglin+Liu) ## Affiliations [🎓**University of Oxford** Oxford · United Kingdom 2020–2026 · 27 papersEducation · Dept. of Engineering Science; Magdalen College*current*](https://md.research.elamur.ai/free/en/universities/university-of-oxford/) · [🎓**Chongqing University** Chongqing · China 2019–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/chongqing-university/) · [🎓**Peking University** Beijing · China 2014–2025 · 49 papers](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🎓**Longyan University** Longyan · China 2017–2025 · 14 papers](https://ror.org/0483s5p06) · [🏥**Princess Margaret Cancer Centre** Toronto · Canada 2020–2023 · 14 papers](https://ror.org/03zayce58) · [🎓**University of Toronto** Toronto · Canada 2020–2023 · 14 papers](https://md.research.elamur.ai/free/en/universities/university-of-toronto/) · [🏢**BGI Group** Shenzhen · China 2020–2022 · 7 papers](https://ror.org/045pn2j94) · [🏢**Leidos Biomedical Research Inc.** Frederick 2022–2023 · 3 papers](https://ror.org/00bardy64) · [🔬**China National GeneBank** Shenzhen · China 2020 · 3 papers](https://ror.org/03n9hr695) · [🎓**Yale University** New Haven · United States 2022 · 2 papers](https://md.research.elamur.ai/free/en/universities/yale-university/) 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 7 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Medicine · 2 works](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Health Informatics · 2 works](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/fenglin-liu/year/2025/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/fenglin-liu/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[A Survey of Large Language Models in Medicine: Progress, Application, and Challenge](https://md.research.elamur.ai/free/en/papers/zhou-2023-survey-large-language-models-medicine/)** *(2023 · 87 citations)* This survey maps how large language models are being adapted to medicine. It covers how they are built, how well they perform, and what blocks their clinical use. Earlier reviews mostly described ChatGPT-style applications through small case studies. They offered little guidance on constructing medical models or… 2. **[Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning](https://md.research.elamur.ai/free/en/papers/zhu-2025-ask-patients-patience-enabling-llms/)** *(2025 · 10 citations)* LLMs score at expert level on medical exam benchmarks, but they work poorly as conversational assistants. They often diagnose from the first message without asking follow-up questions. Their reasoning is not tied to trusted clinical sources, and their tone tends to be impersonal. The authors present APP (Ask Patients… ## All works 7 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. **[Contrastive Attention for Automatic Chest X-ray Report Generation ↗](https://aclanthology.org/2021.findings-acl.23/) Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yet**Fenglin Liu et al.*2021 · 181 citations* 2. **[Competence-based Multimodal Curriculum Learning for Medical Report Generation ↗](https://aclanthology.org/2021.acl-long.234/) 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**Fenglin Liu, Shen Ge, Xian Wu*2021 · 152 citations* 3. **[Federated Learning for Vision-and-Language Grounding Problems ↗](https://doi.org/10.1609/aaai.v34i07.6824) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Fenglin Liu et al.*2020 · 111 citations* 4. [**A Survey of Large Language Models in Medicine: Progress, Application, and Challenge arXiv:2311.05112**Hongjian Zhou, Fenglin Liu, Boyang Gu, et al.*2023 · 87 citations*](https://md.research.elamur.ai/free/en/papers/zhou-2023-survey-large-language-models-medicine/) 5. **[simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions ↗](https://aclanthology.org/D18-1013/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Fenglin Liu et al.*2018 · 77 citations* 6. **[Rethinking Skip Connection with Layer Normalization ↗](https://aclanthology.org/2020.coling-main.320/) Proceedings of the 28th International Conference on Computational Linguistics · no summary yet**Fenglin Liu et al.*2020 · 71 citations* 7. **[Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning](https://md.research.elamur.ai/free/en/papers/zhu-2025-ask-patients-patience-enabling-llms/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Jiayuan Zhu, Jiazhen Pan, Yuyuan Liu, et al.*2025 · 10 citations* ## Co-authors here 9 co-authors with a page, the most papers together first. - [Chengfeng Mao](https://md.research.elamur.ai/free/en/authors/chengfeng-mao/) - [Jiayuan Zhu](https://md.research.elamur.ai/free/en/authors/jiayuan-zhu/) - [Jiazhen Pan](https://md.research.elamur.ai/free/en/authors/jiazhen-pan/) - [Jinfa Huang](https://md.research.elamur.ai/free/en/authors/jinfa-huang/) - [Junde Wu](https://md.research.elamur.ai/free/en/authors/junde-wu/) - [Peilin Zhou](https://md.research.elamur.ai/free/en/authors/peilin-zhou/) - [Xinyu Zou](https://md.research.elamur.ai/free/en/authors/xinyu-zou/) - [Yining Hua](https://md.research.elamur.ai/free/en/authors/yining-hua/) - [Yuyuan Liu](https://md.research.elamur.ai/free/en/authors/yuyuan-liu/) ## 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/) ×2: [EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/) - Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 - Proceedings of the 28th International Conference on Computational Linguistics - 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) - Proceedings of the AAAI Conference on Artificial Intelligence ## Cited by Papers of our library cite their works 127 times (of the 149,439 papers whose bibliographies we read); [15 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/fenglin-liu/cited-by/). Updated 30 October 2026