🧑‍🔬 Qingyun Wang

🏛️ Affiliations

🎓University of Illinois Urbana-ChampaignUrbana · United States2021–2026 · 15 paperscurrent🎓Ningxia UniversityYinchuan · China2026 · 1 papercurrent🎓Nanjing University of Science and TechnologyNanjing · China1993–2022 · 3 papers🎓Rensselaer Polytechnic InstituteTroy · United States2015–2019 · 3 papersEducation 2015–2019 · Bachelor of Science Dual degree in Computer Science and Mathematics🎓Yale UniversityNew Haven · United States2025 · 2 papers🎓William & MaryWilliamsburg · United States2025 · 1 paperEmployment since 2025 · Assistant Professor, Data Science

🏛️University of Illinois at Urbana-ChampaignChampaign · United States2019–2025Education 2019–2025 · Ph.D., Computer Science

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 12 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.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. SciMON: Scientific Inspiration Machines Optimized for Novelty (2023 · 131 citations)
   Traditional literature-based discovery reduces hypotheses to predicted links between two concepts, such as a drug and a disease.
2. MLR-Copilot: Autonomous Machine Learning Research based on Large Language Models Agents (2024 · 43 citations)
   MLR-Copilot is an LLM-agent framework for automating the full machine learning research cycle. Earlier auto-experimentation systems began with a predefined task and a ready code template. This system starts from a published paper instead. It runs in three stages. First, IdeaAgent takes selected sections of the input…

All works

6 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. COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations · no summary yetQingyun Wang et al.2021 · 140 citations
2. SciMON: Scientific Inspiration Machines Optimized for NoveltyAnnual Meeting of the Association for Computational Linguistics (ACL)Qingyun Wang, Doug Downey, Heng Ji, et al.2023 · 131 citations
3. PaperRobot: Incremental Draft Generation of Scientific Ideas ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetQingyun Wang et al.2019 · 75 citations
4. MLR-Copilot: Autonomous Machine Learning Research based on Large Language Models AgentsarXiv:2408.14033Ruochen Li, Teerth Patel, Qingyun Wang, et al.2024 · 43 citations
5. Stage-wise Fine-tuning for Graph-to-Text Generation ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Student Research Workshop · no summary yetQingyun Wang et al.2021 · 22 citations
6. Enhancing Software Engineering Through Closed-Loop Memory Optimization ↗arXiv (Cornell University) · no summary yetXuehang Guo et al.2026

🤝 Co-authors here

6 co-authors with a page, the most papers together first.

• Doug Downey
• Heng Ji
• Ruochen Li
• Teerth Patel
• Tom Hope
• Xinya Du

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) ×2: ACL 2023
• Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations
• Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Student Research Workshop

🔗 Cited by

Papers of our library cite their works 188 times (of the 149,439 papers whose bibliographies we read); 63 citing papers with a page here →.

Updated 3 November 2026

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