conftrace_

personalized pagerank

24 papers

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Co-occurring keywords

graph neural network (3962) node classification (482) knowledge graph (1837) retrieval-augmented generation (1592) random walk (161) message passing (579) graph convolutional network (658) local spectral method (2) heat kernel (16) graph convolution (183)

Papers

HiGoE: Hierarchical Graph of Evidence to Enhance Retrieval-Augmented Generation for Long-context Summarization ACL 2026
Leveraging Personalized PageRank and Higher-Order Topological Structures for Heterophily Mitigation in Graph Neural Networks IJCAI 2025
Heterophily-Aware Personalized PageRank for Node Classification IJCAI 2025
HG-InsightLog: Context Prioritization and Reduction for Question Answering with Non-Natural Language Construct Log Data ACL 2025
Differentially Private Graph Diffusion with Applications in Personalized PageRanks NIPS 2024
Faster Local Solvers for Graph Diffusion Equations NIPS 2024
Monotone Operator Theory-Inspired Message Passing for Learning Long-Range Interaction on Graphs AISTATS 2024
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models NIPS 2024
Accelerated and Sparse Algorithms for Approximate Personalized PageRank and Beyond COLT 2023
Differentially Private Graph Learning via Sensitivity-Bounded Personalized PageRank NIPS 2022
Ensemble Multi-Relational Graph Neural Networks IJCAI 2022
Statistical Guarantees for Local Spectral Clustering on Random Neighborhood Graphs JMLR 2021
Integrating Personalized PageRank into Neural Word Sense Disambiguation EMNLP 2021
Directional Message Passing on Molecular Graphs via Synthetic Coordinates NIPS 2021
Personalized PageRank with Syntagmatic Information for Multilingual Word Sense Disambiguation ACL 2020
Digraph Inception Convolutional Networks NIPS 2020
Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks AAAI 2020
Knowledge Graphs meet Moral Values COLING 2020
Distributed PageRank Computation: An Improved Theoretical Study AAAI 2019
Diffusion Improves Graph Learning NIPS 2019
Inferring Networks From Random Walk-Based Node Similarities NIPS 2018
Community Detection Using Time-Dependent Personalized PageRank ICML 2015
Anti-differentiating approximation algorithms:A case study with min-cuts, spectral, and flow ICML 2014
A Local Spectral Method for Graphs: With Applications to Improving Graph Partitions and Exploring Data Graphs Locally JMLR 2012