Elamur Research⌕
☰
home / authors / Yi Li

Yi Li

Yi Li has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Evaluation & benchmarks, Reasoning; often with Weicheng Ma.

2 papers in our library · 2025–2026

OpenAlex · h-index 1 · 3 works · 2 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 6 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #10081

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

🎓Nanyang Technological UniversitySingapore · Singapore2026 · 1 papercurrent🎓Sichuan UniversityChengdu · China2026 · 1 papercurrent🎓The University of Texas at DallasRichardson · United States2026 · 1 papercurrent

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

 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 Vision and Pattern Recognition · 1 work

🧭 Topics 4Research subjects and languages the work is about.English · 1 workEvaluation & benchmarks · 1 workLanguage models & pretraining · 1 workReasoning · 1 work

 Works by year

2020s

20261 paper20251 paper

 Papers

The most cited first (OpenAlex and our library).

  1. MAGMA: A Multi-Graph based Agentic Memory Architecture for AI Agents (2026 · 8 citations)
    Memory-Augmented Generation (MAG) lets LLM agents keep information beyond their context window. Most current memory systems, however, put everything into one store and fetch items by embedding similarity. As a result, time order, cause-and-effect links and entity identity get mixed together, and retrieval often…
  2. From Test-taking to Cognitive Scaffolding: A Pedagogical Diagnostic Benchmark for LLMs on English Standardized Tests (2025 · 1 citation)
    Benchmarks that test LLMs on standardized English exams usually check only whether the final answer is right.

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. MAGMA: A Multi-Graph based Agentic Memory Architecture for AI AgentsAnnual Meeting of the Association for Computational Linguistics (ACL)Dongming Jiang, Yi Li, Guanpeng Li, et al.2026 · 8 citations
  2. From Test-taking to Cognitive Scaffolding: A Pedagogical Diagnostic Benchmark for LLMs on English Standardized TestsarXiv:2505.17056Luoxi Tang, Tharunya Sundar, Yuqiao Meng, et al.2025 · 1 citation
  3. Structure Guided Retrieval-Augmented Generation for Factual Queries ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMiao Xie et al.2026

 Co-authors here

1 co-author 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 6 times (of the 149,439 papers whose bibliographies we read); 3 citing papers with a page here →.

Updated

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