Zirui Guo
5 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
π
Cross-Pollinator
(14)
Conferences
AAAI (3)
EMNLP (1)
IJCAI (1)
Top co-authors
Keywords
knowledge graph
(2)
retrieval-augmented generation
(2)
contrastive learning
(1)
question answering
(1)
prompt learning
(1)
graph representation
(1)
graph structure
(1)
parameter efficient
(1)
expressive power
(1)
spectral graph neural network
(1)
recommender system
(1)
polynomial filter
(1)
knowledge retrieval
(1)
vector representation
(1)
zero-shot reasoning
(1)
normalized laplacian
(1)
graph-based retrieval
(1)
graph neural network
(1)
eigenvalue correction
(1)
knowledge adapter
(1)
Papers
PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths
AAAI 2026
LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph
AAAI 2025
LightRAG: Simple and Fast Retrieval-Augmented Generation
EMNLP 2025
Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction
AAAI 2024
Intent-aware Recommendation via Disentangled Graph Contrastive Learning
IJCAI 2023