--- title: "Xinghan Liu — author profile and papers — Elamur Research" description: "Xinghan Liu, Johns Hopkins University: 2 papers on Elamur Research (2022–2024), h-index 26 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/xinghan-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xinghan-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xinghan Liu # Xinghan Liu Xinghan Liu has 2 papers in our library, in 2022–2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Jie Tang](https://md.research.elamur.ai/free/en/authors/jie-tang/), [Aohan Zeng](https://md.research.elamur.ai/free/en/authors/aohan-zeng/), [Ming Ding](https://md.research.elamur.ai/free/en/authors/ming-ding/). 2 papers in our library · 2022–2024 [OpenAlex](https://openalex.org/A5025550930) · [ORCID](https://orcid.org/0009-0002-5289-5929) · [**h-index 26**](https://openalex.org/authors/A5025550930) · [126 works](https://openalex.org/works?filter=author.id:A5025550930) · [2,224 citations](https://openalex.org/works?filter=author.id:A5025550930&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/xinghan-liu/#papers) · [🔗 Cited 617 times in our library](https://md.research.elamur.ai/free/en/authors/xinghan-liu/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5516](https://md.research.elamur.ai/free/en/paper-stars/page/56/#star-5516) 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=Xinghan+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xinghan+Liu) · [dblp](https://dblp.org/search?q=Xinghan+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Xinghan+Liu) ## Affiliations [🎓**Johns Hopkins University** Baltimore · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) · [🏥**Second Affiliated Hospital of Xi'an Jiaotong University** Xi'an · China 2015–2018 · 42 papers](https://ror.org/03aq7kf18) · [🎓**Xi'an Jiaotong University** Xi'an · China 2015–2018 · 26 papers](https://md.research.elamur.ai/free/en/universities/xi-an-jiaotong-university/) · [🎓**Harbin Medical University** Harbin · China 2005–2018 · 20 papers](https://ror.org/05jscf583) · [🎓**Nanjing University** Nanjing · China 2018–2022 · 15 papers](https://md.research.elamur.ai/free/en/universities/nanjing-university/) · [🔬**State Key Laboratory of Pharmaceutical Biotechnology** Nanjing 2019–2022 · 14 papers](https://ror.org/043ea4m21) · [🔬**Institut de Recherche en Informatique de Toulouse** Toulouse · France 2022–2023 · 5 papers](https://md.research.elamur.ai/free/en/labs/institut-de-recherche-en-informatique-de-toulouse/) · [🎓**Beijing University of Posts and Telecommunications** Beijing · China 2023–2024 · 4 papers](https://md.research.elamur.ai/free/en/universities/beijing-university-of-posts-and-telecommunications/) · [🎓**Université de Toulouse** Toulouse · France 2021–2023 · 4 papers](https://md.research.elamur.ai/free/en/universities/universite-de-toulouse/) · [🔬**Centre National de la Recherche Scientifique** Paris · France 2022–2023 · 3 papers](https://md.research.elamur.ai/free/en/labs/centre-national-de-la-recherche-scientifique/) 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 6 The field of science this work belongs to (OpenAlex fields).[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/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Computational Theory and Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/xinghan-liu/year/2024/) · [**2022** 1 paper](https://md.research.elamur.ai/free/en/authors/xinghan-liu/year/2022/) ## Papers The most cited first (OpenAlex and our library). 1. **[CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers](https://md.research.elamur.ai/free/en/papers/hong-2022-cogvideo-large-scale-pretraining/)** *(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](https://md.research.elamur.ai/free/en/papers/xu-2024-chatglm-math-improving-math/)** *(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 Transformers arXiv:2205.15868**Wenyi Hong, Ming Ding, Wendi Zheng, et al.*2022 · 191 citations*](https://md.research.elamur.ai/free/en/papers/hong-2022-cogvideo-large-scale-pretraining/) 2. [**ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline arXiv:2404.02893**Yifan Xu, Xiao Liu, Xinghan Liu, et al.*2024 · 30 citations*](https://md.research.elamur.ai/free/en/papers/xu-2024-chatglm-math-improving-math/) 3. **[Modelling and Explaining Legal Case-based Reasoners through Classifiers ↗](https://arxiv.org/abs/2210.11217) arXiv:2210.11217 · no summary yet**Xinghan Liu et al.*2022 · 16 citations* 4. **[Inferring New Classifications in Legal Case-Based Reasoning ↗](https://doi.org/10.3233/faia230942) JURIX 2023 — Legal Knowledge and Information Systems (IOS Press, FAIA) · no summary yet**Cecilia Di Florio et al.*2023 · 5 citations* ## Co-authors here 12 co-authors with a page, the most papers together first. - [Jie Tang](https://md.research.elamur.ai/free/en/authors/jie-tang/) ×2 - [Aohan Zeng](https://md.research.elamur.ai/free/en/authors/aohan-zeng/) - [Ming Ding](https://md.research.elamur.ai/free/en/authors/ming-ding/) - [Wendi Zheng](https://md.research.elamur.ai/free/en/authors/wendi-zheng/) - [Wenyi Hong](https://md.research.elamur.ai/free/en/authors/wenyi-hong/) - [Xiao Liu](https://md.research.elamur.ai/free/en/authors/xiao-liu/) - [Xiaohan Zhang](https://md.research.elamur.ai/free/en/authors/xiaohan-zhang/) - [Yifan Xu](https://md.research.elamur.ai/free/en/authors/yifan-xu/) - [Yuxiao Dong](https://md.research.elamur.ai/free/en/authors/yuxiao-dong/) - [Zhengxiao Du](https://md.research.elamur.ai/free/en/authors/zhengxiao-du/) - [Zhenyu Hou](https://md.research.elamur.ai/free/en/authors/zhenyu-hou/) - [Zihan Wang](https://md.research.elamur.ai/free/en/authors/zihan-wang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - JURIX 2023 — Legal Knowledge and Information Systems (IOS Press, FAIA) ## 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 →](https://md.research.elamur.ai/free/en/authors/xinghan-liu/cited-by/). Updated 30 October 2026