Peng Ye
Peng Ye has 2 papers in our library, in 2026, most of them on Language models & pretraining, Information retrieval & search; often with Lei Bai, Shuyue Hu, Wanli Ouyang.
OpenAlex · ORCID · h-index 7 · 47 works · 199 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 7 times in our library · ⭐ Paper Stars ranking: #10174
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Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksInformation retrieval & search · 1 work
Works by year
2020s
Papers
- Nature-Inspired Population-Based Evolution of Large Language Models (2026 · 8 citations)
The paper frames a new problem: how to improve a whole group of large language models by treating it as an evolving population rather than tuning one model. - A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement (2026)
Systems that combine several LLMs struggle to scale. Router-based approaches need retraining whenever a model is added or depend on coarse skill labels. Answer-selection approaches judge outputs with a single criterion and only pick from responses that already exist. SMCS (Scalable Multi-LLM Collaboration System)…
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