Databases · Computer Science
Adaptive Pattern Matching with Reinforcement Learning for Dynamic Graphs
Hiroki Kanezashi, Toyotaro Suzumura, Dario Garcia-Gasulla, Min-hwan Oh +1
2019-07-10
Artificial Intelligence · Computer Science
Knowledge Graph semantic enhancement of input data for improving AI
Shreyansh Bhatt, Amit Sheth, Valerie Shalin, Jinjin Zhao
2020-05-12
Artificial Intelligence · Computer Science
Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs
Hanqing Li, Kiran Sheena Jyothi, Henry Liang, Sharika Mahadevan +1
2025-09-17
Machine Learning · Computer Science
Towards Robust Graph Incremental Learning on Evolving Graphs
Junwei Su, Difan Zou, Zijun Zhang, Chuan Wu
2024-02-21
Computation and Language · Computer Science
Query-Centric Graph Retrieval Augmented Generation
Yaxiong Wu, Jianyuan Bo, Yongyue Zhang, Sheng Liang +1
2025-09-26
Software Engineering · Computer Science
Call Me Maybe: Enhancing JavaScript Call Graph Construction using Graph Neural Networks
Masudul Hasan Masud Bhuiyan, Gianluca De Stefano, Giancarlo Pellegrino, Cristian-Alexandru Staicu
2025-06-24
Information Retrieval · Computer Science
A Knowledge Graph-based Retrieval-Augmented Generation Framework for Algorithm Selection in the Facility Layout Problem
Nikhil N S, Bilal Muhammed, Soban Babu Beemaraj, Amol Dilip Joshi
2025-12-17
Information Retrieval · Computer Science
GRAB: An LLM-Inspired Sequence-First Click-Through Rate Prediction Modeling Paradigm
Shaopeng Chen, Chuyue Xie, Huimin Ren, Shaozong Zhang +10
2026-02-04
Computation and Language · Computer Science
GeAR: Graph-enhanced Agent for Retrieval-augmented Generation
Zhili Shen, Chenxin Diao, Pavlos Vougiouklis, Pascual Merita +11
2025-06-24
Information Retrieval · Computer Science
In-depth Analysis of Graph-based RAG in a Unified Framework
Yingli Zhou, Yaodong Su, Youran Sun, Shu Wang +7
2026-04-28
Computation and Language · Computer Science
A Re-evaluation of Knowledge Graph Completion Methods
Zhiqing Sun, Shikhar Vashishth, Soumya Sanyal, Partha Talukdar +1
2020-07-10
Machine Learning · Computer Science
SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache
Qiuyu Zhu, Liang Zhang, Qianxiong Xu, Cheng Long +1
2025-05-20
Software Engineering · Computer Science
Code Definition Analysis for Call Graph Generation
Anne Veenendaal, Elliot Daly, Eddie Jones, Zhao Gang +2
2016-10-17
Machine Learning · Computer Science
Graph Augmentation Learning
Shuo Yu, Huafei Huang, Minh N. Dao, Feng Xia
2022-03-18
Artificial Intelligence · Computer Science
Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval
Ruiyi Yang, Hao Xue, Imran Razzak, Hakim Hacid +1
2025-11-06
Data Structures and Algorithms · Computer Science
Time and Memory Efficient Parallel Algorithm for Structural Graph Summaries and two Extensions to Incremental Summarization and $k$-Bisimulation for Long $k$-Chaining
Till Blume, Jannik Rau, David Richerby, Ansgar Scherp
2022-11-07