Elamur Research⌕
☰
home / authors / Minhao Cheng

Minhao Cheng

Minhao Cheng has 2 papers in our library, in 2020–2026, most of them on Dependency parsing, Evaluation & benchmarks, Reasoning; often with Arman Cohan, Chen Zhao, Cho-Jui Hsieh.

2 papers in our library · 2020–2026

OpenAlex · ORCID · Wikidata · h-index 18 · 77 works · 1,623 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 148 times in our library · 3 more in our library without a page yet · ⭐ Paper Stars ranking: #8935

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

🎓Pennsylvania State UniversityState College · United States2024–2026 · 30 paperscurrent🎓University of California, Los AngelesLos Angeles · United States2018–2022 · 15 papersEducation 2018–2021 · PhD, Computer Science🎓Hong Kong University of Science and TechnologyHong Kong · China2021–2024 · 14 papersEmployment 2022–2023 · Assistant Professor, Computer Science & Engineering🎓University of California, DavisDavis · United States2017–2018 · 5 papers
🏛️College of Information Sciences and Technology, Pennsylvania State UniversityState college · United States2024Employment 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 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 workComputational Theory and Mathematics · 1 workComputer Vision and Pattern Recognition · 1 work

🧭 Topics 5Research subjects and languages the work is about.Dependency parsing · 1 workEnglish · 1 workEvaluation & benchmarks · 1 workReasoning · 1 workVision & language · 1 work

 Works by year

2020s

20261 paper20201 paper

 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 (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 (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 ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetMinhao Cheng et al.2018 · 287 citations
  2. On the Robustness of Self-Attentive Models ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetYu-Lun Hsieh et al.2019 · 125 citations
  3. Boosting Accuracy and Robustness of Student Models via Adaptive Adversarial Distillation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetBo Huang et al.2023 · 57 citations
  4. Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial ExamplesXiaoqing Zheng, Jiehang Zeng, Yi Zhou, et al.English · 54 citations
  5. A Survey of Multimodal Mathematical Reasoning: From Perception, Alignment to ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Tianyu Yang, Sihong Wu, Yilun Zhao, et al.2026

 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 148 times (of the 149,439 papers whose bibliographies we read); 28 citing papers with a page here →.

Updated

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/minhao-cheng/