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Xiaoyuan Liu

Xiaoyuan Liu has 3 papers in our library, in 2020–2026, most of them on Language models & pretraining, Reasoning, Vision & language; often with Jen-tse Huang, Pinjia He, Wenxuan Wang.

3 papers in our library · 2020–2026

OpenAlex · ORCID · Wikidata · h-index 12 · 56 works · 1,245 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 163 times in our library · 3 more in our library without a page yet · ⭐ Paper Stars ranking: #4466

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

🏢FujitsuSunnyvale · United States2022–2023 · 11 papers🎓University of DelawareNewark · United States2021–2023 · 7 papers🎓University of California, BerkeleyBerkeley · United States2020–2025 · 6 papers🎓National University of Defense TechnologyChangsha · China2021–2025 · 4 papers🎓University of Electronic Science and Technology of ChinaChengdu · China2020–2023 · 3 papers🎓Henan Normal UniversityXinxiang · China2008–2011 · 3 papers🏛️Chinese Academy of SciencesBeijing · China2019–2025 · 2 papers🔬Shenyang Institute of AutomationShenyang · China2019–2025 · 2 papers🔬State Key Laboratory of RoboticsLiaoning2019–2025 · 2 papers🎓Universiti Teknologi MARAShah Alam · Malaysia2023–2024 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 8 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 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 2 works

🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 2 worksVision & language · 1 workReasoning · 1 work

 Works by year

2020s

20261 paper20251 paper20201 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Pretrained Transformers Improve Out-of-Distribution Robustness (2020 · 452 citations)
    NLP models are usually evaluated on test data from the same distribution as their training data, so it is unclear how they cope when writing style, topic or vocabulary changes.
  2. Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs (2025 · 6 citations)
    The paper investigates how multimodal LLMs behave when an image contradicts everyday commonsense they absorbed during training.
  3. Curing Miracle Steps in LLM Mathematical Reasoning with Rubric Rewards (2026)
    Reinforcement learning with outcome-only rewards can teach LLMs to reach correct final answers through broken reasoning.

All works

6 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

  1. Pretrained Transformers Improve Out-of-Distribution RobustnessAnnual Meeting of the Association for Computational Linguistics (ACL)Dan Hendrycks, Xiaoyuan Liu, Eric Wallace, et al.2020 · 452 citations
  2. Lessons Learned: Surveying the Practicality of Differential Privacy in the Industry ↗Proceedings on Privacy Enhancing Technologies · no summary yetGonzalo Munilla Garrido et al.2023 · 18 citations
  3. Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaoyuan Liu, Wenxuan Wang, Youliang Yuan, et al.2025 · 6 citations
  4. DeServe: Towards Affordable Offline LLM Inference via Decentralization ↗arXiv:2501.14784 · no summary yetLinyu Wu et al.2025 · 3 citations
  5. Effective and Efficient Federated Tree Learning on Hybrid Data ↗arXiv (Cornell University) · no summary yetQinbin Li et al.2023 · 2 citations
  6. Curing Miracle Steps in LLM Mathematical Reasoning with Rubric RewardsAnnual Meeting of the Association for Computational Linguistics (ACL)Youliang Yuan, Qiuyang Mang, Jingbang Chen, et al.2026

 Co-authors here

10 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 163 times (of the 149,439 papers whose bibliographies we read); 24 citing papers with a page here →.

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