Yilin Xiao
7 papers · 2025–2026 · 2 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
๐งญ
Keyword Pioneer
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Cross-Pollinator
(13)
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Conference Polyglot
(2)
๐บ๏ธ
Taxonomy Completionist
(11)
Conferences
ACL (5)
AAAI (2)
Top co-authors
Keywords
retrieval-augmented generation
(3)
large language model
(3)
knowledge graph
(2)
graph learning
(1)
mathematical reasoning
(1)
graph structure
(1)
graph construction
(1)
graph embedding
(1)
multi-hop reasoning
(1)
data contamination
(1)
directed acyclic graph
(1)
text-attributed graph
(1)
hyperbolic space
(1)
neighbor modeling
(1)
parametric knowledge
(1)
test-time scaling
(1)
knowledge conflict
(1)
graph language
(1)
token reduction
(1)
triple extraction
(1)
Papers
Benchmarking LLMsโ Mathematical Reasoning with Unseen Random Variables Questions
AAAI 2026
Query-Aware Knowledge Retrieval via Hyperbolic Structuring
ACL 2026
Collision to Cognition: Hash-Driven Graph Construction for Efficient RAG
ACL 2026
You Donโt Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures
AAAI 2026
LogicPoison: Logical Attacks on Graph Retrieval-Augmented Generation
ACL 2026
Each graph is a new language: Graph Learning with LLMs
ACL 2025
FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation
ACL 2025