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Shijie Xia

Shijie Xia has 2 papers in our library, in 2024–2025, most of them on Reasoning, Evaluation & benchmarks; often with Pengfei Liu, Tongshuang Wu, Yixin Liu.

2 papers in our library · 2024–2025

OpenAlex · ORCID · h-index 4 · 15 works · 43 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 454 times in our library · 4 more in our library without a page yet · ⭐ Paper Stars ranking: #4249

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

🎓Shanghai Jiao Tong UniversityShanghai · China2024–2026 · 5 paperscurrent🎓Jimei UniversityXiamen · China2023Employment since 2023 · Graduate Student, School of Marxism

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

 Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksMathematics · 2 worksApplied Mathematics · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputational Theory and Mathematics · 1 work

🧭 Topics 2Research subjects and languages the work is about.Reasoning · 2 worksEvaluation & benchmarks · 1 work

 Works by year

2020s

20251 paperLIMO: Less is More for Reasoning20241 paperEvaluating Mathematical Reasoning Beyond Accuracy

 Papers

The most cited first (OpenAlex and our library).

  1. LIMO: Less is More for Reasoning (2025 · 204 citations)
    This paper challenges the common belief that LLMs need hundreds of thousands of supervised examples to learn mathematical reasoning.
  2. Evaluating Mathematical Reasoning Beyond Accuracy (2024 · 84 citations)
    Most benchmarks for LLM math reasoning check only whether the final answer is right. This can hide flawed logic or wasted steps inside a solution. The authors propose REASONEVAL, which scores every step of a solution on two dimensions:

All works

6 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. LIMO: Less is More for ReasoningarXiv:2502.03387Yixin Ye, Zhen Huang, Yang Xiao, et al.2025 · 204 citations
  2. O1 Replication Journey: A Strategic Progress Report — Part 1arXiv:2410.18982 · original ↗ · no summary yetYiwei Qin et al.2024 · 85 citations
  3. Evaluating Mathematical Reasoning Beyond AccuracyProceedings of the AAAI Conference on Artificial IntelligenceShijie Xia, Xuefeng Li, Yixin Liu, et al.2024 · 84 citations
  4. O1 Replication Journey — Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?arXiv:2411.16489 · original ↗ · no summary yetZhen Huang et al.2024 · 58 citations
  5. OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AIarXiv:2406.12753 · original ↗ · no summary yetZhen Huang et al.2024 · 55 citations
  6. AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World ContextsProceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · original ↗ · no summary yetKeyu Li et al.2026 · 3 citations

 Co-authors here

4 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 454 times (of the 141,840 papers whose bibliographies we read); 19 citing papers with a page here →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/shijie-xia/