Runxi Cheng
Runxi Cheng has 2 papers in our library, in 2025–2026; often with Chi Zhang, Feng Xiong, Pengjie Ren.
OpenAlex · h-index 0 · 6 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 8 times in our library · ⭐ Paper Stars ranking: #10067
Affiliations
🎓Tsinghua UniversityBeijing ·
China2025–2026 · 5 papers🎓Tsinghua Shenzhen International Graduate SchoolShenzhen ·
China2026 · 2 papers
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
💡 Concepts 1Key ideas and methods explained on our concept pages.Latent semantic indexing · 1 work
Works by year
2020s
Papers
- HS-STaR: Hierarchical Sampling for Self-Taught Reasoners via Difficulty Estimation and Budget Reallocation (2025 · 9 citations)
Self-taught reasoners (STaRs) improve LLM mathematical reasoning by training on their own sampled solutions. - Spectral Characterization and Mitigation of Sequential Knowledge Editing Collapse (2026)
The paper investigates why large language models degrade sharply when facts are edited one after another over long horizons, a failure common to parameter-modifying editors such as MEMIT, RECT, PRUNE and AlphaEdit.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
Cited by
Updated
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