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Fenglin Liu

Fenglin Liu has 2 papers in our library, in 2023–2025, most of them on Language models & pretraining, Dialogue systems, Reasoning; often with Chengfeng Mao, Jiayuan Zhu, Jiazhen Pan.

2 papers in our library · 2023–2025

OpenAlex · ORCID · h-index 32 · 120 works · 8,344 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 127 times in our library · 5 more in our library without a page yet · ⭐ Paper Stars ranking: #6869

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓University of OxfordOxford · United Kingdom2020–2026 · 27 papersEducation · Dept. of Engineering Science; Magdalen Collegecurrent🎓Chongqing UniversityChongqing · China2019–2026 · 3 paperscurrent🎓Peking UniversityBeijing · China2014–2025 · 49 papers🎓Longyan UniversityLongyan · China2017–2025 · 14 papers🏥Princess Margaret Cancer CentreToronto · Canada2020–2023 · 14 papers🎓University of TorontoToronto · Canada2020–2023 · 14 papers🏢BGI GroupShenzhen · China2020–2022 · 7 papers🏢Leidos Biomedical Research Inc.Frederick2022–2023 · 3 papers🔬China National GeneBankShenzhen · China2020 · 3 papers🎓Yale UniversityNew Haven · United States2022 · 2 papers

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 7The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksMedicine · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksHealth Informatics · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 work

🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 1 workDialogue systems · 1 workReasoning · 1 work

 Works by year

2020s

20251 paper20231 paper

 Papers

The most cited first (OpenAlex and our library).

  1. A Survey of Large Language Models in Medicine: Progress, Application, and Challenge (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 (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 ↗Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yetFenglin Liu et al.2021 · 181 citations
  2. Competence-based Multimodal Curriculum Learning for Medical Report Generation ↗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 yetFenglin Liu, Shen Ge, Xian Wu2021 · 152 citations
  3. Federated Learning for Vision-and-Language Grounding Problems ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetFenglin Liu et al.2020 · 111 citations
  4. A Survey of Large Language Models in Medicine: Progress, Application, and ChallengearXiv:2311.05112Hongjian Zhou, Fenglin Liu, Boyang Gu, et al.2023 · 87 citations
  5. simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetFenglin Liu et al.2018 · 77 citations
  6. Rethinking Skip Connection with Layer Normalization ↗Proceedings of the 28th International Conference on Computational Linguistics · no summary yetFenglin Liu et al.2020 · 71 citations
  7. Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded ReasoningConference on Empirical Methods in Natural Language Processing (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.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 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 →.

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