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Xinyi Dai

Xinyi Dai has 2 papers in our library, in 2025, most of them on Evaluation & benchmarks, Code & programming languages; often with Ruiming Tang, Wei Xia, Yasheng Wang.

2 papers in our library · 2025

OpenAlex · ORCID · Wikidata · h-index 22 · 82 works · 1,757 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 43 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #7960

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

🏢TencentShenzhen · China2026 · 1 papercurrent🎓Shanghai Jiao Tong UniversityShanghai · China2012–2025 · 34 papers🏢Huawei TechnologiesShenzhen · China2024–2025 · 14 papers🏥Shanghai Ninth People's HospitalShanghai · China2020–2025 · 10 papers🎓Huazhong University of Science and TechnologyWuhan · China2014–2025 · 6 papers🏥Tongji HospitalWuhan · China2023–2025 · 5 papers🎓Technical University of MunichMunich · Germany2014–2016 · 5 papers🏥Shanghai First People's HospitalShanghai · China2012–2018 · 4 papers🏥TUM KlinikumMunich · Germany2014–2016 · 4 papers🎓Wuhan UniversityWuhan · China2024–2025 · 3 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 9 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 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksInformation Systems · 2 worksLanguage and Linguistics · 2 worksComputer Science Applications · 1 work

🧭 Topics 2Research subjects and languages the work is about.Evaluation & benchmarks · 1 workCode & programming languages · 1 work

 Works by year

2020s

20252 papers

 Papers

The most cited first (OpenAlex and our library).

  1. CoIR: A Comprehensive Benchmark for Code Information Retrieval Models (2025 · 29 citations)
    Most IR systems and benchmarks target natural-language search. Existing code retrieval benchmarks such as CodeSearchNet, CosQA and XcodeEval cover only a few task types and narrow domains, and they use inconsistent metrics. Many models also appear to be tuned to these leaderboards. The authors present CoIR, a…
  2. RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation (2025 · 16 citations)
    The paper tackles a weakness of tree-search approaches to LLM code generation. Existing methods such as LATS search directly over code and handle mistakes through reflection, which piles up summaries of past errors in memory but never repairs the flawed reasoning itself. The authors propose RethinkMCTS, which runs…

All works

3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

  1. CoIR: A Comprehensive Benchmark for Code Information Retrieval ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Xiangyang Li, Kuicai Dong, Yi Quan Lee, et al.2025 · 29 citations
  2. RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Qingyao Li, Wei Xia, Xinyi Dai, et al.2025 · 16 citations
  3. CodePRM: Execution Feedback-enhanced Process Reward Model for Code Generation ↗Findings of the Association for Computational Linguistics: ACL 2025 · no summary yetQingyao Li et al.2025 · 15 citations

 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 43 times (of the 149,439 papers whose bibliographies we read); 9 citing papers with a page here →.

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