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Menghai Pan

Menghai Pan has 2 papers in our library, in 2025–2026, most of them on Information retrieval & search; often with Chin-Chia Michael Yeh, Mahashweta Das, Yan Zheng.

2 papers in our library · 2025–2026

OpenAlex · ORCID · Wikidata · h-index 10 · 37 works · 385 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 26 times in our library · ⭐ Paper Stars ranking: #8649

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

🏢VisaFoster City · United States2022–2026 · 15 paperscurrent🏢VisaLondon · United Kingdom2023–2026 · 5 paperscurrent🎓Worcester Polytechnic InstituteWorcester · United States2017–2022 · 9 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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 · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 work

🧭 Topics 1Research subjects and languages the work is about.Information retrieval & search · 1 work

 Works by year

2020s

20261 paper20251 paper

 Papers

The most cited first (OpenAlex and our library).

  1. MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation (2025 · 65 citations)
    Retrieval-augmented generation can be undermined by retrieved passages that are off-topic or misleading. Such passages lower answer quality and add inference cost. MAIN-RAG is a post-retrieval filtering framework that needs no training or fine-tuning and runs on top of a standard retriever. It uses three LLM agents:
  2. Demystify the Role of Memory in Machine Learning Engineering Agents (2026)
    LLM agents that automate machine learning engineering (MLE) often fall into the same errors repeatedly, both inside one search tree and across separate runs of a task.

 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 26 times (of the 149,439 papers whose bibliographies we read); 7 citing papers with a page here →.

Updated

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