--- title: "Yifu Qiu · Peking University — author profile and papers" description: "Yifu Qiu, Peking University: 3 papers on Elamur Research (2022–2026), h-index 20 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/yifu-qiu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yifu-qiu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yifu Qiu # Yifu Qiu Yifu Qiu has 3 papers in our library, in 2022–2026, most of them on [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Anna Korhonen](https://md.research.elamur.ai/free/en/authors/anna-korhonen/), [Chenxi Whitehouse](https://md.research.elamur.ai/free/en/authors/chenxi-whitehouse/), [Dongqi Liu](https://md.research.elamur.ai/free/en/authors/dongqi-liu/). 3 papers in our library · 2022–2026 [OpenAlex](https://openalex.org/A5067879712) · [ORCID](https://orcid.org/0000-0001-5645-3189) · [Wikidata](https://www.wikidata.org/wiki/Q61786046) · [**h-index 20**](https://openalex.org/authors/A5067879712) · [43 works](https://openalex.org/works?filter=author.id:A5067879712) · [5,236 citations](https://openalex.org/works?filter=author.id:A5067879712&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/yifu-qiu/#papers) · [🔗 Cited 24 times in our library](https://md.research.elamur.ai/free/en/authors/yifu-qiu/cited-by/) · [⭐ Paper Stars ranking: #8102](https://md.research.elamur.ai/free/en/paper-stars/page/82/#star-8102) 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=Yifu+Qiu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yifu+Qiu) · [dblp](https://dblp.org/search?q=Yifu+Qiu) · [ACL Anthology](https://aclanthology.org/search/?q=Yifu+Qiu) ## Affiliations [🎓**Peking University** Beijing · China 2015–2026 · 19 papersEmployment since 2015 · Principal Investigator, Institute of Molecular Medicine/Peking-Tsinghua Joint Center for Life Sciences*current*](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🎓**Center for Life Sciences** Beijing · China 2016–2026 · 18 papers*current*](https://ror.org/05kje8j93) · [🎓**University of Edinburgh** Edinburgh · United Kingdom 2022–2026 · 9 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-edinburgh/) · [🔬**State Key Laboratory of Membrane Biology** Beijing 2026 · 1 paper*current*](https://ror.org/03mq8q210) · [🎓**University of California, San Francisco** San Francisco · United States 2010–2015 · 8 papersEmployment 2010–2015 · Research Fellow, Cardiovascular Research Institute](https://md.research.elamur.ai/free/en/universities/university-of-california-san-francisco/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2010–2014 · 3 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🔬**Shanghai Institutes for Biological Sciences** Shanghai · China 2003–2014 · 3 papersEducation 2003–2010 · Ph.D.](https://ror.org/011rf9d86) 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 8 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Computer Vision and Pattern Recognition · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Control and Systems Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/control-and-systems-engineering/) · [Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/) 🧭 Topics 3 Research subjects and languages the work is about.[Summarization · 1 work](https://md.research.elamur.ai/free/en/topics/summarization/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Inverted index · 1 work](https://md.research.elamur.ai/free/en/concepts/inverted-index/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/yifu-qiu/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/yifu-qiu/year/2025/) · [**2022** 1 paper](https://md.research.elamur.ai/free/en/authors/yifu-qiu/year/2022/) ## Papers The most cited first (OpenAlex and our library). 1. **[DuReader_retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine](https://md.research.elamur.ai/free/en/papers/qiu-2022-dureader-retrieval-large-scale/)** *(2022 · 27 citations)* Dense passage retrieval depends on large, human-annotated training and evaluation data. Such resources are plentiful for English but scarce for Chinese, where existing sets are tiny (TianGong-PDR), machine-translated (mMARCO), or built only from click logs (Sougou-QCL). The authors present DuReader_retrieval, a… 2. **[What Is That Talk About? A Video-to-Text Summarization Dataset for Scientific Presentations](https://md.research.elamur.ai/free/en/papers/liu-2025-what-is-that-talk-about/)** *(2025 · 13 citations)* Large multimodal models handle general videos fairly well, but they struggle with scientific talks, which contain specialized vocabulary, figures and tables. 3. **[Can VLMs Predict Future States? Bootstrapping World Models from Inverse Dynamics](https://md.research.elamur.ai/free/en/papers/qiu-2026-can-vlms-predict-future-states/)** *(2026)* The paper asks whether unified vision–language models, which can interleave text and images during generation, can act as world models. ## Co-authors here 12 of 18 co-authors with a page, the most papers together first. - [Anna Korhonen](https://md.research.elamur.ai/free/en/authors/anna-korhonen/) - [Chenxi Whitehouse](https://md.research.elamur.ai/free/en/authors/chenxi-whitehouse/) - [Dongqi Liu](https://md.research.elamur.ai/free/en/authors/dongqi-liu/) - [Edoardo Maria Ponti](https://md.research.elamur.ai/free/en/authors/edoardo-maria-ponti/) - [Haifeng Wang](https://md.research.elamur.ai/free/en/authors/haifeng-wang/) - [Hongyu Li](https://md.research.elamur.ai/free/en/authors/hongyu-li/) - [Hua Ren Wu](https://md.research.elamur.ai/free/en/authors/hua-ren-wu/) - [Jing Liu](https://md.research.elamur.ai/free/en/authors/jing-liu/) - [Louis Mahon](https://md.research.elamur.ai/free/en/authors/louis-mahon/) - [Mirella Lapata](https://md.research.elamur.ai/free/en/authors/mirella-lapata/) - [Qiaoqiao She](https://md.research.elamur.ai/free/en/authors/qiaoqiao-she/) - [Rohit Saxena](https://md.research.elamur.ai/free/en/authors/rohit-saxena/) ## 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/): [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2022](https://md.research.elamur.ai/free/en/venues/emnlp/2022/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 24 times (of the 149,439 papers whose bibliographies we read); [9 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/yifu-qiu/cited-by/). Updated 1 November 2026