--- title: "Xingjian Shi — author profile and papers — Elamur Research" description: "Xingjian Shi, Nanjing Forestry University: 2 papers on Elamur Research (2017–2023), h-index 20 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/xingjian-shi/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xingjian-shi/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xingjian Shi # Xingjian Shi Xingjian Shi has 2 papers in our library, in 2017–2023; often with [Alex J. Smola](https://md.research.elamur.ai/free/en/authors/alex-j-smola/), [Aston Zhang](https://md.research.elamur.ai/free/en/authors/aston-zhang/), [Dit-Yan Yeung](https://md.research.elamur.ai/free/en/authors/dit-yan-yeung/). 2 papers in our library · 2017–2023 [OpenAlex](https://openalex.org/A5091515481) · [ORCID](https://orcid.org/0000-0002-2700-7742) · [Wikidata](https://www.wikidata.org/wiki/Q131013605) · [**h-index 20**](https://openalex.org/authors/A5091515481) · [75 works](https://openalex.org/works?filter=author.id:A5091515481) · [10,028 citations](https://openalex.org/works?filter=author.id:A5091515481&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/xingjian-shi/#papers) · [🔗 Cited 150 times in our library](https://md.research.elamur.ai/free/en/authors/xingjian-shi/cited-by/) · [6 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #2917](https://md.research.elamur.ai/free/en/paper-stars/page/30/#star-2917) 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=Xingjian+Shi) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xingjian+Shi) · [dblp](https://dblp.org/search?q=Xingjian+Shi) · [ACL Anthology](https://aclanthology.org/search/?q=Xingjian+Shi) ## Affiliations [🏢**OpenAI** San Francisco · United States 2025 · 1 paper*current*](https://md.research.elamur.ai/free/en/companies/openai/) · [🎓**China Agricultural University** Beijing · China *current*](https://md.research.elamur.ai/free/en/universities/china-agricultural-university/) · [🔬**Guangxi Academy of Special Crops** Guilin · China *current*](https://ror.org/00gygke76) · [🔬**Innovation Academy for Microsatellites of Chinese Academy of Sciences** Shanghai *current*](https://ror.org/05f6mer85) · [🎓**Nanjing Forestry University** Nanjing · China *current*](https://ror.org/03m96p165) · [🎓**University of Chinese Academy of Sciences** Beijing · China *current*](https://md.research.elamur.ai/free/en/universities/university-of-chinese-academy-of-sciences/) · [🏢**Amazon** Seattle · United States 2019–2023 · 15 papers](https://md.research.elamur.ai/free/en/companies/amazon/) · [🎓**Hong Kong University of Science and Technology** Hong Kong · China 2014–2022 · 14 papersEducation](https://md.research.elamur.ai/free/en/universities/hong-kong-university-of-science-and-technology/) · [🎓**Shanghai Jiao Tong University** Shanghai · China 2014 · 2 papers](https://md.research.elamur.ai/free/en/universities/shanghai-jiao-tong-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 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 7 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science Applications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-science-applications/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) ## Works by year ### 2020s [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/xingjian-shi/year/2023/) ### 2010s [**2017** 1 paper](https://md.research.elamur.ai/free/en/authors/xingjian-shi/year/2017/) ## Papers The most cited first (OpenAlex and our library). 1. **[Dynamic Key-Value Memory Networks for Knowledge Tracing](https://md.research.elamur.ai/free/en/papers/zhang-2017-dynamic-key-value-memory-networks/)** *(2017 · 886 citations)* The paper addresses knowledge tracing (KT): estimating how well a learner understands each underlying concept from their history of attempted exercises and whether each answer was right, then predicting success on the next exercise. 2. **[Parameter-Efficient Fine-Tuning Design Spaces](https://md.research.elamur.ai/free/en/papers/chen-2023-parameter-efficient-fine-tuning-design/)** *(2023 · 47 citations)* Existing parameter-efficient fine-tuning (PEFT) techniques such as Adapter, Prefix tuning, BitFit and LoRA were each designed by hand and usually applied identically to every layer. ## All works 8 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. **[Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting ↗](https://arxiv.org/abs/1506.04214) arXiv (Cornell University) · no summary yet**Xingjian Shi et al.*2015 · 6,787 citations* 2. **[Dynamic Key-Value Memory Networks for Knowledge Tracing](https://md.research.elamur.ai/free/en/papers/zhang-2017-dynamic-key-value-memory-networks/) [International World Wide Web Conference (WWW)](https://md.research.elamur.ai/free/en/venues/international-world-wide-web-conference-www/)**Jiani Zhang, Xingjian Shi, Irwin King, et al.*2017 · 886 citations* 3. **[STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems ↗](https://doi.org/10.24963/ijcai.2019/592) International Joint Conference on Artificial Intelligence · no summary yet**Jiani Zhang et al.*2019 · 261 citations* 4. **[Relational Stacked Denoising Autoencoder for Tag Recommendation ↗](https://doi.org/10.1609/aaai.v29i1.9548) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Hao Wang, Xingjian Shi, Dit‐Yan Yeung*2015 · 123 citations* 5. **[Symbolic Music Generation with Transformer-GANs ↗](https://doi.org/10.1609/aaai.v35i1.16117) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Aashiq Muhamed et al.*2021 · 66 citations* 6. **[Relational Deep Learning: A Deep Latent Variable Model for Link Prediction ↗](https://doi.org/10.1609/aaai.v31i1.10805) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Hao Wang, Xingjian Shi, Dit‐Yan Yeung*2017 · 60 citations* 7. **[Earthformer: Exploring Space-Time Transformers for Earth System Forecasting ↗](https://doi.org/10.52202/068431-1841) neural information processing systems · no summary yet**Zhihan Gao et al.*2022 · 54 citations* 8. [**Parameter-Efficient Fine-Tuning Design Spaces arXiv:2301.01821**Jiaao Chen, Aston Zhang, Xingjian Shi, et al.*2023 · 47 citations*](https://md.research.elamur.ai/free/en/papers/chen-2023-parameter-efficient-fine-tuning-design/) ## Co-authors here 8 co-authors with a page, the most papers together first. - [Alex J. Smola](https://md.research.elamur.ai/free/en/authors/alex-j-smola/) - [Aston Zhang](https://md.research.elamur.ai/free/en/authors/aston-zhang/) - [Dit-Yan Yeung](https://md.research.elamur.ai/free/en/authors/dit-yan-yeung/) - [Diyi Yang](https://md.research.elamur.ai/free/en/authors/diyi-yang/) - [Irwin King](https://md.research.elamur.ai/free/en/authors/irwin-king/) - [Jiaao Chen](https://md.research.elamur.ai/free/en/authors/jiaao-chen/) - [Jiani Zhang](https://md.research.elamur.ai/free/en/authors/jiani-zhang/) - [Mu Li](https://md.research.elamur.ai/free/en/authors/mu-li/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Proceedings of the AAAI Conference on Artificial Intelligence ×3 - [International World Wide Web Conference (WWW)](https://md.research.elamur.ai/free/en/venues/international-world-wide-web-conference-www/): [WWW 2017](https://md.research.elamur.ai/free/en/venues/international-world-wide-web-conference-www/2017/) - International Joint Conference on Artificial Intelligence - neural information processing systems ## Cited by Papers of our library cite their works 150 times (of the 149,439 papers whose bibliographies we read); [19 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/xingjian-shi/cited-by/). Updated 3 November 2026