---
title: "Fei Sha · Shandong University — author profile and papers"
description: "Fei Sha, Shandong University: 2 papers on Elamur Research (2022–2025), h-index 59 — affiliations, topics, co-authors and who cites them in…"
canonical: "https://research.elamur.ai/free/en/authors/fei-sha/"
---
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# Fei Sha

Fei Sha has 2 papers in our library, in 2022–2025; often with [Jin Peng Zhou](https://md.research.elamur.ai/free/en/authors/jin-peng-zhou/), [Kilian Q. Weinberger](https://md.research.elamur.ai/free/en/authors/kilian-q-weinberger/), [Kristina Toutanova](https://md.research.elamur.ai/free/en/authors/kristina-toutanova/).

2 papers in our library · 2022–2025

[OpenAlex](https://openalex.org/A5101544732) · [ORCID](https://orcid.org/0000-0002-9382-0010) · [**h-index 59**](https://openalex.org/authors/A5101544732) · [400 works](https://openalex.org/works?filter=author.id:A5101544732) · [18,370 citations](https://openalex.org/works?filter=author.id:A5101544732&sort=cited_by_count:desc) OpenAlex, 2026-10-14

[📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/fei-sha/#papers) · [🔗 Cited 123 times in our library](https://md.research.elamur.ai/free/en/authors/fei-sha/cited-by/) · [8 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7163](https://md.research.elamur.ai/free/en/paper-stars/page/72/#star-7163)

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=Fei+Sha) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Fei+Sha) · [dblp](https://dblp.org/search?q=Fei+Sha) · [ACL Anthology](https://aclanthology.org/search/?q=Fei+Sha)

## Affiliations

[🎓**Ocean University of China** Qingdao · China 2020–2026 · 50 papersEmployment since 2020 · Associate professor, College of Engineering*current*](https://md.research.elamur.ai/free/en/universities/ocean-university-of-china/) · [🎓**Shandong University** Jinan · China 2015–2026 · 21 papers*current*](https://md.research.elamur.ai/free/en/universities/shandong-university/) · [🎓**University of Southern California** Los Angeles · United States 2008–2022 · 83 papers](https://md.research.elamur.ai/free/en/universities/university-of-southern-california/) · [🏢**Google** Mountain View · United States 2019–2024 · 40 papers](https://md.research.elamur.ai/free/en/companies/google/) · [🎓**Beijing Jiaotong University** Beijing · China 1996–2011 · 14 papers](https://md.research.elamur.ai/free/en/universities/beijing-jiaotong-university/) · [🎓**University of Pennsylvania** Philadelphia · United States 2002–2007 · 8 papers](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/) · [🎓**University of Jinan** Jinan · China 2013–2021 · 7 papers](https://ror.org/02mjz6f26) · [🎓**University of California, Los Angeles** Los Angeles · United States 2016 · 7 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-los-angeles/) · [🎓**University of California, Berkeley** Berkeley · United States 2007–2010 · 7 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/) · [🎓**Université de Versailles Saint-Quentin-en-Yvelines** Versailles · France 1996–2005 · 5 papers](https://md.research.elamur.ai/free/en/universities/universite-de-versailles-saint-quentin-en-yvelines/)

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 35 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 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/)

## Works by year

### 2020s

[**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/fei-sha/year/2025/) · [**2022** 1 paper](https://md.research.elamur.ai/free/en/authors/fei-sha/year/2022/)

## Papers

The most cited first (OpenAlex and our library).

1. **[Improving Compositional Generalization with Latent Structure and Data Augmentation](https://md.research.elamur.ai/free/en/papers/qiu-2022-improving-compositional-generalization-latent-structure/)** *(2022 · 76 citations)* Pre-trained sequence-to-sequence models such as T5 cope well with natural language variation. However, they often fail when test inputs combine familiar elements in unseen ways. Specialized models with discrete latent structure handle such compositions better, but their gains have mostly been limited to synthetic…
2. **[Graders Should Cheat: Privileged Information Enables Expert-Level Automated Evaluations](https://md.research.elamur.ai/free/en/papers/zhou-2025-graders-should-cheat-privileged-information/)** *(2025 · 3 citations)* Using a language model to grade other models is cheap, but it breaks down on frontier tasks such as Olympiad math or graduate-level physics.

## All works

10 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. **[Synthesized Classifiers for Zero-Shot Learning ↗](https://doi.org/10.1109/cvpr.2016.575) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Soravit Changpinyo et al.*2016 · 722 citations*
2. **[Deformable Spatial Pyramid Matching for Fast Dense Correspondences ↗](https://doi.org/10.1109/cvpr.2013.299) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Jaechul Kim et al.*2013 · 245 citations*
3. **[Summary Transfer: Exemplar-Based Subset Selection for Video Summarization ↗](https://doi.org/10.1109/cvpr.2016.120) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Ke Zhang et al.*2016 · 222 citations*
4. **[Attention Correctness in Neural Image Captioning ↗](https://doi.org/10.1609/aaai.v31i1.11197) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Chenxi Liu et al.*2017 · 218 citations*
5. **[Analysis and extension of spectral methods for nonlinear dimensionality reduction ↗](https://doi.org/10.1145/1102351.1102450) International Conference on Machine Learning · no summary yet**Fei Sha, Lawrence K. Saul*2005 · 104 citations*
6. **[Improving Compositional Generalization with Latent Structure and Data Augmentation](https://md.research.elamur.ai/free/en/papers/qiu-2022-improving-compositional-generalization-latent-structure/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Linlu Qiu, Peter Shaw, Panupong Pasupat, et al.*2022 · 76 citations*
7. **[BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps ↗](https://aclanthology.org/2020.acl-main.229/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Wang Zhu et al.*2020 · 76 citations*
8. **[Speech recognitionwith segmental conditional random fields: A summary of the JHU CLSP 2010 Summer Workshop ↗](https://doi.org/10.1109/icassp.2011.5947490) IEEE International Conference on Acoustics Speech and Signal Processing · no summary yet**Geoffrey Zweig et al.*2011 · 37 citations*
9. **[Can LLM feedback enhance review quality? A randomized study of 20K reviews at ICLR 2025 ↗](https://arxiv.org/abs/2504.09737) arXiv:2504.09737 · no summary yet**Nitya Thakkar et al.*2025 · 21 citations*
10. **[Graders Should Cheat: Privileged Information Enables Expert-Level Automated Evaluations](https://md.research.elamur.ai/free/en/papers/zhou-2025-graders-should-cheat-privileged-information/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Jin Peng Zhou, Séb Arnold, Nan Ding, et al.*2025 · 3 citations*

## Co-authors here

10 co-authors with a page, the most papers together first.

- [Jin Peng Zhou](https://md.research.elamur.ai/free/en/authors/jin-peng-zhou/)
- [Kilian Q. Weinberger](https://md.research.elamur.ai/free/en/authors/kilian-q-weinberger/)
- [Kristina Toutanova](https://md.research.elamur.ai/free/en/authors/kristina-toutanova/)
- [Linlu Qiu](https://md.research.elamur.ai/free/en/authors/linlu-qiu/)
- [Nan Ding](https://md.research.elamur.ai/free/en/authors/nan-ding/)
- [Nan Hua](https://md.research.elamur.ai/free/en/authors/nan-hua/)
- [Panupong Pasupat](https://md.research.elamur.ai/free/en/authors/panupong-pasupat/)
- [Pawel Nowak](https://md.research.elamur.ai/free/en/authors/pawel-nowak/)
- [Peter Shaw](https://md.research.elamur.ai/free/en/authors/peter-shaw/)
- [Tal Linzen](https://md.research.elamur.ai/free/en/authors/tal-linzen/)

## Venues

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

- IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×3
- [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/)
- [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/): [NAACL 2022](https://md.research.elamur.ai/free/en/venues/naacl/2022/)
- IEEE International Conference on Acoustics Speech and Signal Processing
- International Conference on Machine Learning
- Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- Proceedings of the AAAI Conference on Artificial Intelligence

## Cited by

Papers of our library cite their works 123 times (of the 149,439 papers whose bibliographies we read); [10 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/fei-sha/cited-by/).

Updated 1 November 2026