Yanhua Yu
Yanhua Yu has 2 papers in our library, in 2024–2026, most of them on Information retrieval & search; often with Chao Huang, Lianghao Xia, Yang Deng.
OpenAlex · ORCID · h-index 7 · 36 works · 280 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 123 times in our library · ⭐ Paper Stars ranking: #4844
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArts and Humanities · 1 workArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 workLanguage and Linguistics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Information retrieval & search · 1 work
💡 Concepts 1Key ideas and methods explained on our concept pages.Retrieval-augmented generation · 1 work
Works by year
2020s
Papers
- LightRAG: Simple and Fast Retrieval-Augmented Generation (2024 · 316 citations)
Standard RAG pipelines index text as isolated chunks. When a question involves several linked concepts, the retrieved pieces often produce a disjointed answer. LightRAG (Guo et al., BUPT and University of Hong Kong) addresses this by building a knowledge graph at indexing time. Documents are split into chunks, an LLM… - Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents (2026 · 1 citation)
LLM agents that solve multi-step interactive tasks usually feed the model the entire, ever-growing record of past observations and actions.
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