Neural Graph Reasoning: Complex Logical Query Answering Meets Graph
Databases

Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases

26 March 2023

Papers citing "Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases"

19 / 19 papers shown

Title
Efficient and Scalable Neural Symbolic Search for Knowledge Graph Complex Query Answering WeiZhi Fei Zihao W. Wang Hang Yin Shukai Zhao W. Zhang Yangqiu Song NAI 31 0 0 13 May 2025
Top Ten Challenges Towards Agentic Neural Graph Databases Jiaxin Bai Z. Wang Yukun Zhou Hang Yin WeiZhi Fei ... Binhang Yuan Wei Wang Lei Chen Xiaofang Zhou Y. Song 101 0 0 24 Jan 2025
Is Complex Query Answering Really Complex? Cosimo Gregucci Bo Xiong Daniel Hernández Lorenzo Loconte Pasquale Minervini Steffen Staab Antonio Vergari ELM 48 2 0 16 Oct 2024
Pathformer: Recursive Path Query Encoding for Complex Logical Query Answering Chongzhi Zhang Zhiping Peng Junhao Zheng Linghao Wang Ruifeng Shi Qianli Ma 38 1 0 21 Jun 2024
$$\text{EFO}_{k}$-CQA: Towards Knowledge Graph Complex Query Answering beyond Set Operation$ $\text{EFO}_{k}$ -CQA: Towards Knowledge Graph Complex Query Answering beyond Set Operation Hang Yin Zihao W. Wang WeiZhi Fei Yangqiu Song 19 11 0 15 Jul 2023
GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs D. Yang Peijun Qing Y. Li H. Lu Xiaodong Lin 43 30 0 27 Oct 2022
Compositional Semantic Parsing with Large Language Models Andrew Drozdov Nathanael Scharli Ekin Akyuurek Nathan Scales Xinying Song Xinyun Chen Olivier Bousquet Denny Zhou ReLM LRM 200 92 0 29 Sep 2022
Neural Methods for Logical Reasoning Over Knowledge Graphs Alfonso Amayuelas Shuai Zhang Susie Xi Rao Ce Zhang NAI 75 24 0 28 Sep 2022
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs Zhaocheng Zhu Xinyu Yuan Mikhail Galkin Sophie Xhonneux Ming Zhang Maxime Gazeau Jian Tang GNN LRM 29 36 0 07 Jun 2022
OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs Yangze Zhou Gitta Kutyniok Bruno Ribeiro OODD AI4CE 73 37 0 30 May 2022
UViM: A Unified Modeling Approach for Vision with Learned Guiding Codes Alexander Kolesnikov André Susano Pinto Lucas Beyer Xiaohua Zhai Jeremiah Harmsen N. Houlsby 103 67 0 20 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,237 0 21 Mar 2022
Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval Uri Alon Frank F. Xu Junxian He Sudipta Sengupta Dan Roth Graham Neubig RALM 74 62 0 28 Jan 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 355 8,457 0 28 Jan 2022
Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph Embedding Thomas Gebhart J. Hansen Paul Schrater 32 4 0 07 Oct 2021
Benchmarking the Combinatorial Generalizability of Complex Query Answering on Knowledge Graphs Zihao W. Wang Hang Yin Yangqiu Song 30 30 0 18 Sep 2021
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges M. Bronstein Joan Bruna Taco S. Cohen Petar Velivcković GNN 174 1,104 0 27 Apr 2021
Logic Tensor Networks Samy Badreddine Artur Garcez Luciano Serafini Michael Spranger NAI 70 199 0 25 Dec 2020
From Local Structures to Size Generalization in Graph Neural Networks Gilad Yehudai Ethan Fetaya E. Meirom Gal Chechik Haggai Maron GNN AI4CE 162 123 0 17 Oct 2020