Zirui Guo

5 papers · 2023–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14)

Venues

AAAI (3) EMNLP (1) IJCAI (1)

Top co-authors

Yanhua Yu (4) Yuling Wang (2) Tat-Seng Chua (2) Tu Ao (2) Zixuan Yang (1) Mengdi Zhang (1) Boyu Chen (1) Xiao Wang (1) Liang Pang (1) Pinghui Wang (1)

Research topics

Machine Learning (4) Natural Language Processing (3) Applications (3) Learning Types (3) Artificial Intelligence (2) Deep Learning (2) Knowledge & Reasoning (2) Core AI (2) Generation (2) Representation (2) Application Areas (1) Architectures (1) Core Methods (1) Models (1)

Keywords

retrieval-augmented generation (3) knowledge graph (2) 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) vector retrieval (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