🧑‍🔬 Zhenya Huang

🏛️ Affiliations

🎓University of Science and Technology of ChinaHefei · China2014–2026 · 168 papersEducation 2014–2020 · Ph.D., School of Computer Science and TechnologyEmploymentcurrent

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution 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. SWE-Mutation: Can LLMs Generate Reliable Test Suites in Software Engineering? (2026 · 1 citation)
   Training and evaluating LLMs for software engineering depends on test suites, both for synthesizing repair trajectories and for providing reward signals in reinforcement learning.
2. One LLM Does Not Simulate All Students: Ability-Aware Student Simulation via Cognitive Diagnosis Guided LLM Assignment (2026)
   LLM-based student simulators usually use one strong model to stand in for every learner. The authors show this creates an ability-dependent distortion. Powerful models tend to answer correctly where weak students would fail. Small models lack the knowledge to imitate strong students. So simulations inflate low…

All works

11 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. Neural Cognitive Diagnosis for Intelligent Education Systems ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetFei Wang et al.2020 · 322 citations
2. RCD: Relation Map Driven Cognitive Diagnosis for Intelligent Education Systems ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetWeibo Gao et al.2021 · 184 citations
3. Molecular Property Prediction: A Multilevel Quantum Interactions Modeling Perspective ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetChengqiang Lu et al.2019 · 178 citations
4. Convolutional Knowledge Tracing: Modeling Individualization in Student Learning Process ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetShuanghong Shen et al.2020 · 150 citations
5. Question Difficulty Prediction for READING Problems in Standard Tests ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetZhenya Huang et al.2017 · 135 citations
6. HMS: A Hierarchical Solver with Dependency-Enhanced Understanding for Math Word Problem ↗AAAI 2021 · no summary yetXin Lin et al.2021 · 77 citations
7. Fully Adaptive Framework: Neural Computerized Adaptive Testing for Online Education ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetYan Zhuang et al.2022 · 64 citations
8. Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification ↗arXiv:2205.08772 · no summary yetKai Zhang et al.2022 · 17 citations
9. SWE-Mutation: Can LLMs Generate Reliable Test Suites in Software Engineering?Findings of the Association for Computational LinguisticsYuxuan Sun, Yuze Zhao, Yufeng Wang, et al.2026 · 1 citation
10. One LLM Does Not Simulate All Students: Ability-Aware Student Simulation via Cognitive Diagnosis Guided LLM AssignmentFindings of the Association for Computational LinguisticsHuixing Que, Qi Liu, Weibo Gao, et al.2026
11. Controllable Contamination Detection for Reliable LLM Evaluation with Statistical Guarantees ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetZheng Zhang et al.2026

🤝 Co-authors here

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

• Kai Zhang
• Mengdi Zhang
• Qi Liu
• Yuxuan Sun
• Zhiyuan Ma

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Proceedings of the AAAI Conference on Artificial Intelligence ×4
• Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026 ×2
• International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) ×2
• AAAI 2021
• Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

🔗 Cited by

Papers of our library cite their works 70 times (of the 149,439 papers whose bibliographies we read); 4 citing papers with a page here →.

Updated 1 November 2026

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