Xiaosong Ma
Xiaosong Ma has 2 papers in our library, in 2026, most of them on Reasoning; often with Jie Zhang, Song Guo.
OpenAlex · ORCID · Wikidata · h-index 30 · 127 works · 3,033 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 132 times in our library · ⭐ Paper Stars ranking: #9976
Affiliations
🎓Mohamed bin Zayed University of Artificial IntelligenceAbu Dhabi ·
United Arab Emirates2024–2026 · 10 papers🎓North Carolina State UniversityRaleigh ·
United States2004–2015 · 66 papers🔬Oak Ridge National LaboratoryOak Ridge ·
United States2005–2013 · 38 papers🎓Hamad bin Khalifa UniversityDoha ·
Qatar2015–2023 · 15 papers🎓University of Illinois Urbana-ChampaignUrbana ·
United States1999–2004 · 12 papers🔬MIT Computer Science and Artificial Intelligence LaboratoryCambridge ·
United States2017–2018 · 2 papers🎓Massachusetts Institute of TechnologyCambridge ·
United States2017–2018 · 2 papers🎓Georgia Institute of TechnologyAtlanta ·
United States2011 · 2 papers🏢IntelSanta Clara ·
United States2011 · 2 papers🎓Universitat Jaume ICastellon ·
Spain2011 · 2 papers
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksHardware and Architecture · 1 workComputer Vision and Pattern Recognition · 1 work
🧭 Topics 1Research subjects and languages the work is about.Reasoning · 2 works
Works by year
2020s
Papers
- LazyEviction: Lagged KV Eviction with Attention Pattern Observation for Efficient Long Reasoning (2026 · 8 citations)
Chain-of-Thought reasoning in LLMs can produce outputs of thousands of tokens, and the KV cache grows with every one of them. - Think How to Think: Mitigating Overthinking with Autonomous Difficulty Cognition in Large Reasoning Models (2026 · 2 citations)
Large Reasoning Models (LRMs) tend to overthink: they produce long, repetitive chains of thought even for trivial questions.
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