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Author

Yilin Xiao

Observed name: Xiao, Yilin
Observed institution: Hong Kong Polytechnic University
ORCID: 0000-0002-9827-6149
Observed ORCID: 0000-0002-9827-6149
OpenAlex ID: A5139794488
You Don’t Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures
2026 · Shengyuan Chen, Chuang Zhou, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 5
Reliable Reasoning Path: Distilling Effective Guidance for LLM Reasoning With Knowledge Graphs
2026 · Yilin Xiao, Chuang Zhou, et al. · IEEE Transactions on Knowledge and Data Engineering · 4
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Are These Modules Worth Their Cost? A Paradigm-Level Accuracy-Cost Analysis of In-context Learning Text-to-SQL
2026 · Lin, Jiayan, Liu, Yujia, et al. · arXiv (Cornell University)
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Benchmarking LLMs’ Mathematical Reasoning with Unseen Random Variables Questions
2026 · Zijin Hong, Hao Wu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence
Collision to Cognition: Hash-Driven Graph Construction for Efficient RAG
2026 · Chuang Zhou, Zheng Yuan, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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LogicPoison: Logical Attacks on Graph Retrieval-Augmented Generation
2026 · Yilin Xiao, Jin Chen, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Query-Aware Knowledge Retrieval via Hyperbolic Structuring
2026 · Chuang Zhou, Junnan Dong, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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FinMaster: A Holistic Benchmark for Full-Pipeline Financial Management with Large Language Models
2026 · Junzhe Jiang, Chang Yang, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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Works count: 8
Citation count: 9
H-index: 2
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