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Yefeng Zheng

Yefeng Zheng has 2 papers in our library, in 2023–2026, most of them on Language models & pretraining, Information extraction, Information retrieval & search; often with Xian Wu, Binyang Li, Chao Zhang.

2 papers in our library · 2023–2026

OpenAlex · ORCID · Wikidata · h-index 68 · 558 works · 19,111 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 131 times in our library · 5 more in our library without a page yet · ⭐ Paper Stars ranking: #4826

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

🏢TencentShenzhen · China2018–2026 · 301 papersEmployment 2018–2024 · Director, Jarvis Labcurrent🎓Westlake UniversityHangzhou · China2024–2026 · 67 papersEmployment since 2024current🏢SiemensPrinceton · United States2006–2019 · 96 papersEmployment 2006–2017 · Principal Key Expert, Siemens Corporate Research🏢Tencent HealthcareShenzhen · China2020–2025 · 20 papers🎓University of Maryland, College ParkCollege Park · United States2001–2006 · 12 papersEducation 2001–2005 · Ph.D., Electrical and Computer Engineering🔬Laboratoire des Sciences de l'Ingénieur, de l'Informatique et de l'ImagerieIllkirch-Graffenstaden · France2016–2021 · 8 papers🏢Siemens HealthcareMalvern · United States2016–2019 · 7 papers🏢SiemensMunich · Germany2006–2019 · 4 papers🎓Sun Yat-sen UniversityGuangzhou · China2021–2022 · 3 papers🎓Nanjing UniversityNanjing · China2020–2021 · 3 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 22 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 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 work

🧭 Topics 3Research subjects and languages the work is about.Information extraction · 1 workLanguage models & pretraining · 1 workInformation retrieval & search · 1 work

💡 Concepts 1Key ideas and methods explained on our concept pages.Information extraction · 1 work

 Works by year

2020s

20261 paper20231 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Large Language Models for Generative Information Extraction: A Survey (2023 · 406 citations)
    Information extraction (IE) turns raw text into structured knowledge such as entities, relations and events.
  2. Guaranteeing Knowledge Integration with Joint Decoding for Retrieval-Augmented Generation (2026)
    Retrieval-augmented generation often fails at integration rather than retrieval. Even with the right documents, an LLM may fall back on its parametric beliefs or splice facts awkwardly into its reasoning. The authors propose GuarantRAG, which splits generation into explicit stages instead of making the model…

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. Large Language Models for Generative Information Extraction: A SurveyFrontiers of Computer ScienceDerong Xu, Wei Chen, Wenjun Peng, et al.2023 · 406 citations
  2. Calibrated RGB-D Salient Object Detection ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetWei Ji et al.2021 · 276 citations
  3. PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction ↗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 yetHengyi Zheng et al.2021 · 276 citations
  4. X2CT-GAN: Reconstructing CT From Biplanar X-Rays With Generative Adversarial Networks ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetXingde Ying et al.2019 · 260 citations
  5. DGLF: A Dual Graph-based Learning Framework for Multi-modal Sarcasm Detection ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetZhihong Zhu et al.2024 · 9 citations
  6. Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words ↗Proceedings of the 29th International Conference on Computational Linguistics · no summary yetHaochun Wang et al.2022 · 3 citations
  7. Guaranteeing Knowledge Integration with Joint Decoding for Retrieval-Augmented GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Zhengyi Zhao, Shubo Zhang, Zezhong Wang, et al.2026

 Co-authors here

12 of 14 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 131 times (of the 149,439 papers whose bibliographies we read); 15 citing papers with a page here →.

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