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Xinghan Liu

Xinghan Liu has 2 papers in our library, in 2022–2024, most of them on Language models & pretraining, Reasoning; often with Jie Tang, Aohan Zeng, Ming Ding.

2 papers in our library · 2022–2024

OpenAlex · ORCID · h-index 26 · 126 works · 2,224 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 617 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #5516

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

🎓Johns Hopkins UniversityBaltimore · United States2026 · 1 papercurrent🏥Second Affiliated Hospital of Xi'an Jiaotong UniversityXi'an · China2015–2018 · 42 papers🎓Xi'an Jiaotong UniversityXi'an · China2015–2018 · 26 papers🎓Harbin Medical UniversityHarbin · China2005–2018 · 20 papers🎓Nanjing UniversityNanjing · China2018–2022 · 15 papers🔬State Key Laboratory of Pharmaceutical BiotechnologyNanjing2019–2022 · 14 papers🔬Institut de Recherche en Informatique de ToulouseToulouse · France2022–2023 · 5 papers🎓Beijing University of Posts and TelecommunicationsBeijing · China2023–2024 · 4 papers🎓Université de ToulouseToulouse · France2021–2023 · 4 papers🔬Centre National de la Recherche ScientifiqueParis · France2022–2023 · 3 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 20 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).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workComputational Theory and Mathematics · 1 work

🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 work

 Works by year

2020s

20241 paper20221 paper

 Papers

The most cited first (OpenAlex and our library).

  1. CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers (2022 · 191 citations)
    Autoregressive transformers work well for text-to-image generation, but extending them to video is difficult.
  2. ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline (2024 · 30 citations)
    Models tuned for mathematics often lose general language quality. Meanwhile, standard preference-based alignment can lower math accuracy, a cost known as the "alignment tax." The authors, from Zhipu.AI and Tsinghua University, propose a Self-Critique pipeline that improves both abilities using feedback generated by…

All works

4 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. CogVideo: Large-scale Pretraining for Text-to-Video Generation via TransformersarXiv:2205.15868Wenyi Hong, Ming Ding, Wendi Zheng, et al.2022 · 191 citations
  2. ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique PipelinearXiv:2404.02893Yifan Xu, Xiao Liu, Xinghan Liu, et al.2024 · 30 citations
  3. Modelling and Explaining Legal Case-based Reasoners through Classifiers ↗arXiv:2210.11217 · no summary yetXinghan Liu et al.2022 · 16 citations
  4. Inferring New Classifications in Legal Case-Based Reasoning ↗JURIX 2023 — Legal Knowledge and Information Systems (IOS Press, FAIA) · no summary yetCecilia Di Florio et al.2023 · 5 citations

 Co-authors here

12 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 617 times (of the 149,439 papers whose bibliographies we read); 129 citing papers with a page here →.

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