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Xiaofei He

Xiaofei He has 2 papers in our library, in 2017–2026, most of them on Speech act theory, Language models & pretraining, Dialogue systems; often with Deng Cai, Wenxiao Wang, Zhou Zhao.

2 papers in our library · 2017–2026

OpenAlex · ORCID · h-index 73 · 316 works · 27,498 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 78 times in our library · 11 more in our library without a page yet · ⭐ Paper Stars ranking: #6402

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

🎓Zhejiang UniversityHangzhou · China2008–2026 · 194 paperscurrent🎓University of ChicagoChicago · United States2002–2006 · 25 papers🎓Jishou UniversityZhangjiajie · China2010–2016 · 15 papers🏢YahooSunnyvale · United States2006–2008 · 14 papers🔬State Key Laboratory of Computer Aided Design and GraphicsHangzhou2014–2021 · 8 papers🎓Central South UniversityChangsha · China2011–2013 · 6 papers🎓Nanjing University of Aeronautics and AstronauticsNanjing · China2012–2013 · 4 papers🎓Zhangjiajie CollegeZhangjiajie · China2010–2012 · 4 papers🏢Microsoft Research AsiaBeijing · China2003–2008 · 4 papers🎓Sun Yat-sen UniversityGuangzhou · China2022–2023 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 14 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 5The 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 work

🧭 Topics 5Research subjects and languages the work is about.Dialogue systems · 1 workSpeech act theory · 1 workEfficient models & compression · 1 workInformation retrieval & search · 1 workLanguage models & pretraining · 1 work

 Works by year

2020s

20261 paper

2010s

20171 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Dialogue Act Recognition via CRF-Attentive Structured Network (2017 · 133 citations)
    The paper tackles Dialogue Act Recognition (DAR), which means tagging each utterance in a conversation with a label such as Question, Answer, Greeting or Backchannel that reflects the speaker's intent.
  2. HeteroCache: A Dynamic Retrieval Approach to Heterogeneous KV Cache Compression for Long-Context LLM Inference (2026)
    Storing keys and values for every token during long-context LLM generation consumes memory that grows linearly with input length.

All works

13 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. CrossFormer++: A Versatile Vision Transformer Hinging on Cross-Scale Attention ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetWenxiao Wang et al.2023 · 329 citations
  2. CLRNet: Cross Layer Refinement Network for Lane 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 yetTu Zheng et al.2022 · 325 citations
  3. CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYuqi Lin et al.2023 · 243 citations
  4. PI-RCNN: An Efficient Multi-Sensor 3D Object Detector with Point-Based Attentive Cont-Conv Fusion Module ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetLiang Xie et al.2020 · 240 citations
  5. Probabilistic dyadic data analysis with local and global consistency ↗International Conference on Machine Learning · no summary yetDeng Cai, Xuanhui Wang, Xiaofei He2009 · 177 citations
  6. Attribute Attention for Semantic Disambiguation in Zero-Shot Learning ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetYang Liu et al.2019 · 166 citations
  7. Dialogue Act Recognition via CRF-Attentive Structured NetworkarXiv:1711.05568Zheqian Chen, Rongqin Yang, Zhou Zhao, et al.2017 · 133 citations
  8. Document Summarization Based on Data Reconstruction ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetZhanying He et al.117 citations
  9. Statistical and computational analysis of locality preserving projection ↗International Conference on Machine Learning · no summary yetXiaofei He, Deng Cai, Wanli Min2005 · 72 citations
  10. MLSLT: Towards Multilingual Sign Language Translation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAoxiong Yin et al.2022 · 67 citations
  11. Community-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetZhou Li Zhao et al.2017 · 55 citations
  12. Few-Shot Domain Adaptation for Charge Prediction on Unprofessional Descriptions ↗arXiv:2309.17313 · no summary yetJie Zhao et al.2023 · 3 citations
  13. HeteroCache: A Dynamic Retrieval Approach to Heterogeneous KV Cache Compression for Long-Context LLM InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Zhiyuan Shi, Qibo Qiu, Xuefeng, et al.2026

 Co-authors here

3 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 78 times (of the 149,439 papers whose bibliographies we read); 23 citing papers with a page here →.

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