Zhiyuan Ma
Zhiyuan Ma has 2 papers in our library, in 2026, most of them on Language models & pretraining, Evaluation & benchmarks, Code & programming languages; often with Kai Zhang, Mengdi Zhang, Ming Yang.
OpenAlex · h-index 0 · 3 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 8 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #10217
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArts and Humanities · 1 workArtificial Intelligence · 2 worksInformation Systems · 2 worksLanguage and Linguistics · 1 workSoftware · 1 work
🧭 Topics 3Research subjects and languages the work is about.Code & programming languages · 1 workEvaluation & benchmarks · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- TSPO: Breaking the Double Homogenization Dilemma in Multi-turn Search Policy Optimization (2026 · 7 citations)
The paper looks at reinforcement learning for LLM agents that answer questions by searching the web over several turns. - 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.
All works
- TSPO: Breaking the Double Homogenization Dilemma in Multi-turn Search Policy OptimizationFindings of the Association for Computational LinguisticsShichao Ma, Zhiyuan Ma, Ming Yang, et al.2026 · 7 citations
- 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
- I2E: From Image Pixels to Actionable Interactive Environments for Text-Guided Image Editing ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJinghan Yu et al.2026
Co-authors here
Venues
- Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026 ×2
- Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Cited by
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