--- title: "Minhao Cheng — author profile and papers — Elamur Research" description: "Minhao Cheng, Pennsylvania State University: 2 papers on Elamur Research (2020–2026), h-index 18 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/minhao-cheng/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/minhao-cheng/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Minhao Cheng # Minhao Cheng Minhao Cheng has 2 papers in our library, in 2020–2026, most of them on [Dependency parsing](https://md.research.elamur.ai/free/en/topics/dependency-parsing/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Arman Cohan](https://md.research.elamur.ai/free/en/authors/arman-cohan/), [Chen Zhao](https://md.research.elamur.ai/free/en/authors/chen-zhao/), [Cho-Jui Hsieh](https://md.research.elamur.ai/free/en/authors/cho-jui-hsieh/). 2 papers in our library · 2020–2026 [OpenAlex](https://openalex.org/A5000534132) · [ORCID](https://orcid.org/0000-0003-3965-4215) · [Wikidata](https://www.wikidata.org/wiki/Q130929217) · [**h-index 18**](https://openalex.org/authors/A5000534132) · [77 works](https://openalex.org/works?filter=author.id:A5000534132) · [1,623 citations](https://openalex.org/works?filter=author.id:A5000534132&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/minhao-cheng/#papers) · [🔗 Cited 148 times in our library](https://md.research.elamur.ai/free/en/authors/minhao-cheng/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #8935](https://md.research.elamur.ai/free/en/paper-stars/page/90/#star-8935) 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=Minhao+Cheng) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Minhao+Cheng) · [dblp](https://dblp.org/search?q=Minhao+Cheng) · [ACL Anthology](https://aclanthology.org/search/?q=Minhao+Cheng) ## Affiliations [🎓**Pennsylvania State University** State College · United States 2024–2026 · 30 papers*current*](https://md.research.elamur.ai/free/en/universities/pennsylvania-state-university/) · [🎓**University of California, Los Angeles** Los Angeles · United States 2018–2022 · 15 papersEducation 2018–2021 · PhD, Computer Science](https://md.research.elamur.ai/free/en/universities/university-of-california-los-angeles/) · [🎓**Hong Kong University of Science and Technology** Hong Kong · China 2021–2024 · 14 papersEmployment 2022–2023 · Assistant Professor, Computer Science & Engineering](https://md.research.elamur.ai/free/en/universities/hong-kong-university-of-science-and-technology/) · [🎓**University of California, Davis** Davis · United States 2017–2018 · 5 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-davis/) 🏛️**College of Information Sciences and Technology, Pennsylvania State University** State college · [United States](https://md.research.elamur.ai/free/en/countries/united-states/) 2024Employment since 2024 From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computational Theory and Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 5 Research subjects and languages the work is about.[Dependency parsing · 1 work](https://md.research.elamur.ai/free/en/topics/dependency-parsing/) · [English · 1 work](https://md.research.elamur.ai/free/en/topics/english/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/minhao-cheng/year/2026/) · [**2020** 1 paper](https://md.research.elamur.ai/free/en/authors/minhao-cheng/year/2020/) ## Papers The most cited first (OpenAlex and our library). 1. **[Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples](https://md.research.elamur.ai/free/en/papers/zheng-2020-evaluating-enhancing-robustness-neural-network/)** *(2020 · 54 citations)* The authors ask whether a neural graph parser (the Dozat and Manning biaffine model) can be fooled by an edit that keeps the syntax of the sentence. 2. **[A Survey of Multimodal Mathematical Reasoning: From Perception, Alignment to Reasoning](https://md.research.elamur.ai/free/en/papers/yang-2026-survey-multimodal-mathematical-reasoning-perception/)** *(2026)* This survey covers multimodal mathematical reasoning (MMR), where a model must solve math problems that combine text with diagrams, plots, charts, tables or images. ## All works 5 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. **[Seq2Sick: Evaluating the Robustness of Sequence-to-Sequence Models with Adversarial Examples ↗](https://doi.org/10.1609/aaai.v34i04.5767) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Minhao Cheng et al.*2018 · 287 citations* 2. **[On the Robustness of Self-Attentive Models ↗](https://aclanthology.org/P19-1147/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Yu-Lun Hsieh et al.*2019 · 125 citations* 3. **[Boosting Accuracy and Robustness of Student Models via Adaptive Adversarial Distillation ↗](https://doi.org/10.1109/cvpr52729.2023.02363) 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**Bo Huang et al.*2023 · 57 citations* 4. [**Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples**Xiaoqing Zheng, Jiehang Zeng, Yi Zhou, et al.*English · 54 citations*](https://md.research.elamur.ai/free/en/papers/zheng-2020-evaluating-enhancing-robustness-neural-network/) 5. **[A Survey of Multimodal Mathematical Reasoning: From Perception, Alignment to Reasoning](https://md.research.elamur.ai/free/en/papers/yang-2026-survey-multimodal-mathematical-reasoning-perception/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Tianyu Yang, Sihong Wu, Yilun Zhao, et al.*2026* ## Co-authors here 12 co-authors with a page, the most papers together first. - [Arman Cohan](https://md.research.elamur.ai/free/en/authors/arman-cohan/) - [Chen Zhao](https://md.research.elamur.ai/free/en/authors/chen-zhao/) - [Cho-Jui Hsieh](https://md.research.elamur.ai/free/en/authors/cho-jui-hsieh/) - [Jiehang Zeng](https://md.research.elamur.ai/free/en/authors/jiehang-zeng/) - [Sihong Wu](https://md.research.elamur.ai/free/en/authors/sihong-wu/) - [Tianyu Yang](https://md.research.elamur.ai/free/en/authors/tianyu-yang/) - [Xiangliang Zhang](https://md.research.elamur.ai/free/en/authors/xiangliang-zhang/) - [Xiaoqing Zheng](https://md.research.elamur.ai/free/en/authors/xiaoqing-zheng/) - [Xuanjing Huang](https://md.research.elamur.ai/free/en/authors/xuanjing-huang/) - [Yi Zhou](https://md.research.elamur.ai/free/en/authors/yi-zhou/) - [Yilun Zhao](https://md.research.elamur.ai/free/en/authors/yilun-zhao/) - [Zhenwen Liang](https://md.research.elamur.ai/free/en/authors/zhenwen-liang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×3: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2020](https://md.research.elamur.ai/free/en/venues/acl/2020/) - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - Proceedings of the AAAI Conference on Artificial Intelligence ## Cited by Papers of our library cite their works 148 times (of the 149,439 papers whose bibliographies we read); [28 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/minhao-cheng/cited-by/). Updated 2 November 2026