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Xiaoyang Liu

Xiaoyang Liu has 3 papers in our library, in 2025–2026, most of them on Language models & pretraining, Reasoning, Vision & language; often with Dawei Wang, Gary Ushaw, Richard Davison.

3 papers in our library · 2025–2026

OpenAlex · ORCID · h-index 14 · 63 works · 741 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 15 times in our library · ⭐ Paper Stars ranking: #9342

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Qingdao University of TechnologyQingdao · China2021–2026 · 23 paperscurrent🎓Chinese Academy of Medical Sciences & Peking Union Medical CollegeBeijing · China2023–2026 · 4 paperscurrent🎓Shanghai Maritime UniversityShanghai · China2025–2026 · 4 paperscurrent🎓Imperial College LondonLondon · United Kingdom2026 · 1 papercurrent🎓Shanghai Jiao Tong UniversityShanghai · China2013–2025 · 3 papers🎓Jilin UniversityChangchun · China2014–2022 · 3 papers🎓City University of Hong KongHong Kong · China2025 · 2 papers🎓Lanzhou UniversityLanzhou · China2025 · 2 papers🎓Beijing University of TechnologyBeijing · China2012–2024 · 2 papers🎓Cardiff UniversityCardiff · United Kingdom2018–2020 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 7 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.

📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArts and Humanities · 2 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 2 worksComputational Theory and Mathematics · 1 workControl and Systems Engineering · 1 workEngineering · 1 work

🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 workVision & language · 1 work

 Works by year

2020s

20262 papers20251 paper

 Papers

The most cited first (OpenAlex and our library).

  1. ATLAS: Autoformalizing Theorems through Lifting, Augmentation, and Synthesis of Data (2025 · 16 citations)
    The paper addresses autoformalization: converting natural-language theorem statements into machine-checkable Lean 4 code.
  2. MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation (2026)
    The paper addresses credit assignment in cooperative multi-agent reinforcement learning (MARL) for embodied AI. In this setting, agents see only noisy egocentric views, rewards are sparse and delayed, and agents may join or drop out mid-task. Classic methods such as VDN, QMIX and COMA struggle under these conditions.
  3. Tracing the Light of Thought: A Probabilistic Self- and Cross-Consistency Verification Mechanism Improving Mathematical Reasoning in LLMs (2026)
    Self Consistency (SC) samples many reasoning chains and returns the most common answer. It breaks down on hard math problems, where wrong answers outnumber right ones. The authors borrow an idea from computer graphics, Metropolis Light Transport, which concentrates sampling near light paths already known to carry…

 Co-authors here

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

Venues

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

 Cited by

Papers of our library cite their works 15 times (of the 149,439 papers whose bibliographies we read); 1 citing paper with a page here →.

Updated

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