🧑‍🔬 Wenqi Shi

🏛️ Affiliations

🏥The University of Texas Southwestern Medical CenterDallas · United States2024–2026 · 15 papersEmployment 2024–2026 · Assistant Professor, Peter O'Donnell Jr. School of Public Healthcurrent🏥Third Affiliated Hospital of Sun Yat-sen UniversityGuangzhou · China2018–2026 · 11 paperscurrent🎓Beijing Institute of TechnologyBeijing · China2026 · 1 papercurrent🎓Washington University in St. LouisSt Louis · United States2026 · 1 paperEmployment since 2026 · Assistant Professor, Department of Geneticscurrent🎓Georgia Institute of TechnologyAtlanta · United States2019–2025 · 49 papersEducation 2019–2024 · PhDEmployment 2019–2024🎓Sun Yat-sen UniversityGuangzhou · China2014–2020 · 9 papers🏥Qilu Hospital of Shandong UniversityJinan · China2016–2017 · 4 papers🎓Xuzhou Medical CollegeTongshan · China2023–2025 · 3 papers🎓Shandong UniversityJinan · China2016–2017 · 3 papers🎓University of BirminghamBirmingham · United Kingdom2005–2006 · 3 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 19 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.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. RAG in the Wild: On the (In)effectiveness of LLMs with Mixture-of-Knowledge Retrieval Augmentation (2026)
   Most RAG benchmarks are built from Wikipedia or closely related text, so strong results there may say little about deployment against messy, multi-domain collections.
2. Towards Effective and Efficient Multi-Agent Language Model Systems: Foundations, Prospects, and Applications (2026)
   This is a tutorial abstract, not a research paper: it presents no new datasets, experiments, or benchmark scores.

All works

4 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. EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetWenqi Shi et al.2024 · 74 citations
2. Position: The Hidden Costs and Measurement Gaps of Reinforcement Learning with Verifiable Rewards ↗arXiv (Cornell University) · no summary yetFang Wu et al.2025 · 3 citations
3. RAG in the Wild: On the (In)effectiveness of LLMs with Mixture-of-Knowledge Retrieval AugmentationFindings of the Association for Computational LinguisticsRan Xu, Yuchen Zhuang, Yue Yu, et al.2026
4. Towards Effective and Efficient Multi-Agent Language Model Systems: Foundations, Prospects, and ApplicationsAnnual Meeting of the Association for Computational Linguistics (ACL)Xuan Wang, Shuxiang Cao, Yuchen Zhuang, et al.2026

🤝 Co-authors here

7 co-authors with a page, the most papers together first.

• Yuchen Zhuang ×2
• Carl Yang
• Haoyu Wang
• Ran Xu
• Shuxiang Cao
• Xuan Wang
• Yue Yu

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
• Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing

🔗 Cited by

Papers of our library cite their works 26 times (of the 149,439 papers whose bibliographies we read); 8 citing papers with a page here →.

Updated 2 November 2026

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