A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge
Graphs

A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs

4 February 2023

.Ismail .Ilkan Ceylan

Papers citing "A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs"

18 / 18 papers shown

Title
A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning Yuanning Cui Zequn Sun Wei Hu ReLM LRM 16 0 0 16 Oct 2024
One Model, Any Conjunctive Query: Graph Neural Networks for Answering Complex Queries over Knowledge Graphs Krzysztof Olejniczak Xingyue Huang .Ismail .Ilkan Ceylan Mikhail Galkin GNN 49 0 0 21 Sep 2024
KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning Junnan Liu Qianren Mao Weifeng Jiang Jianxin Li 28 0 0 19 Sep 2024
Expanding the Scope: Inductive Knowledge Graph Reasoning with Multi-Starting Progressive Propagation Zhoutian Shao Yuanning Cui Wei Hu ReLM LRM AI4CE 25 0 0 15 Jul 2024
Foundations and Frontiers of Graph Learning Theory Yu Huang Min Zhou Menglin Yang Zhen Wang Muhan Zhang Jie Wang Hong Xie Hao Wang Defu Lian Enhong Chen AI4CE GNN 43 2 0 03 Jul 2024
Towards Better Benchmark Datasets for Inductive Knowledge Graph Completion Harry Shomer Jay Revolinsky Jiliang Tang 19 0 0 14 Jun 2024
PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning Jaejun Lee Minsung Hwang J. Whang 26 1 0 10 May 2024
Link Prediction with Relational Hypergraphs Xingyue Huang Miguel Romero Pablo Barceló Michael M. Bronstein .Ismail .Ilkan Ceylan 35 2 0 06 Feb 2024
Position: Graph Foundation Models are Already Here Haitao Mao Zhikai Chen Wenzhuo Tang Jianan Zhao Yao Ma Tong Zhao Neil Shah Mikhail Galkin Jiliang Tang AI4CE 46 25 0 03 Feb 2024
Understanding Inter-Session Intentions via Complex Logical Reasoning Jiaxin Bai Chen Luo Zheng Li Qingyu Yin Yangqiu Song 13 3 0 21 Dec 2023
Calibrate and Boost Logical Expressiveness of GNN Over Multi-Relational and Temporal Graphs Yeyuan Chen Dingmin Wang 11 0 0 03 Nov 2023
Towards Foundation Models for Knowledge Graph Reasoning Mikhail Galkin Xinyu Yuan Hesham Mostafa Jian Tang Zhaocheng Zhu VLM ReLM 19 34 0 06 Oct 2023
On the Power of the Weisfeiler-Leman Test for Graph Motif Parameters Matthias Lanzinger Pablo Barceló 10 7 0 29 Sep 2023
On the Correspondence Between Monotonic Max-Sum GNNs and Datalog David Tena Cucala Bernardo Cuenca Grau B. Motik Egor V. Kostylev 11 7 0 29 May 2023
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases Hongyu Ren Mikhail Galkin Michael Cochez Zhaocheng Zhu J. Leskovec NAI GNN 34 35 0 26 Mar 2023
Understanding Expressivity of GNN in Rule Learning Haiquan Qiu Yongqi Zhang Yong Li Quanming Yao AI4CE 25 5 0 22 Mar 2023
Geodesic Graph Neural Network for Efficient Graph Representation Learning Lecheng Kong Yixin Chen Muhan Zhang GNN AI4CE 92 21 0 06 Oct 2022
Interaction Networks for Learning about Objects, Relations and Physics Peter W. Battaglia Razvan Pascanu Matthew Lai Danilo Jimenez Rezende Koray Kavukcuoglu AI4CE OCL PINN GNN 258 1,394 0 01 Dec 2016