Convolutional 2D Knowledge Graph Embeddings

5 July 2017

Tim Dettmers

Papers citing "Convolutional 2D Knowledge Graph Embeddings"

50 / 839 papers shown

Title
Do Similar Entities have Similar Embeddings? Nicolas Hubert Heiko Paulheim Armelle Brun D. Monticolo 31 4 0 16 Dec 2023
Inductive Link Prediction in Knowledge Graphs using Path-based Neural Networks Canlin Zhang Xiuwen Liu AI4CE 24 1 0 16 Dec 2023
ConvD: Attention Enhanced Dynamic Convolutional Embeddings for Knowledge Graph Completion Wenbin Guo Zhao Li Xin Wang Zirui Chen GNN 21 0 0 11 Dec 2023
Beyond Transduction: A Survey on Inductive, Few Shot, and Zero Shot Link Prediction in Knowledge Graphs Nicolas Hubert Pierre Monnin Heiko Paulheim 28 2 0 08 Dec 2023
Synergistic Signals: Exploiting Co-Engagement and Semantic Links via Graph Neural Networks Zijie Huang Baolin Li Hafez Asgharzadeh Anne Cocos Lingyi Liu Evan Cox Colby Wise Sudarshan Lamkhede 34 0 0 07 Dec 2023
Prompting Disentangled Embeddings for Knowledge Graph Completion with Pre-trained Language Model Yuxia Geng Jiaoyan Chen Yuhang Zeng Zhuo Chen Wen Zhang Jeff Z. Pan Yuxiang Wang Xiaoliang Xu 44 2 0 04 Dec 2023
Learning Multi-graph Structure for Temporal Knowledge Graph Reasoning Jinchuan Zhang Bei Hui Chong Mu Ling Tian 27 9 0 04 Dec 2023
Local-Global History-aware Contrastive Learning for Temporal Knowledge Graph Reasoning Wei Chen Huaiyu Wan Yuting Wu Shuyuan Zhao Jiayaqi Cheng Yuxin Li Youfang Lin 52 4 0 04 Dec 2023
SCTc-TE: A Comprehensive Formulation and Benchmark for Temporal Event Forecasting Yunshan Ma Chenchen Ye Zijian Wu Xiang Wang Yixin Cao Liang Pang Tat-Seng Chua AI4TS 23 0 0 02 Dec 2023
Rule-Guided Joint Embedding Learning over Knowledge Graphs Qisong Li Ji Lin Sijia Wei Neng Liu 32 0 0 01 Dec 2023
Location Sensitive Embedding for Knowledge Graph Reasoning Deepak Banerjee Anjali Ishaan KELM 30 0 0 01 Dec 2023
Federated Knowledge Graph Completion via Latent Embedding Sharing and Tensor Factorization Maolin Wang Dun Zeng Zenglin Xu Ruocheng Guo Xiangyu Zhao FedML 33 4 0 17 Nov 2023
Does Pre-trained Language Model Actually Infer Unseen Links in Knowledge Graph Completion? Yusuke Sakai Hidetaka Kamigaito Katsuhiko Hayashi Taro Watanabe 26 1 0 15 Nov 2023
Unifying Structure and Language Semantic for Efficient Contrastive Knowledge Graph Completion with Structured Entity Anchors Sang-hyun Je Wontae Choi Kwangjin Oh 43 2 0 07 Nov 2023
DynaSemble: Dynamic Ensembling of Textual and Structure-Based Models for Knowledge Graph Completion Ananjan Nandi Navdeep Kaur Parag Singla Mausam 8 0 0 07 Nov 2023
Causal Question Answering with Reinforcement Learning Lukas Blübaum Stefan Heindorf CML 29 3 0 05 Nov 2023
Distance-Based Propagation for Efficient Knowledge Graph Reasoning Harry Shomer Yao Ma Juanhui Li Bo Wu Charu C. Aggarwal Jiliang Tang 33 3 0 02 Nov 2023
Random Entity Quantization for Parameter-Efficient Compositional Knowledge Graph Representation Jiaang Li Quan Wang Yi Liu Li Zhang Zhendong Mao 29 0 0 24 Oct 2023
A Study on Knowledge Graph Embeddings and Graph Neural Networks for Web Of Things Rohith T. Mittakola Thomas Hassan GNN 16 0 0 23 Oct 2023
A Survey on Semantic Processing Techniques Rui Mao Kai He Xulang Zhang Guanyi Chen Jinjie Ni Zonglin Yang Min Zhang 23 34 0 22 Oct 2023
Emulating the Human Mind: A Neural-symbolic Link Prediction Model with Fast and Slow Reasoning and Filtered Rules Mohammad Hossein Khojasteh Najmeh Torabian Ali Farjami Saeid Hosseini B. Minaei-Bidgoli LRM 30 0 0 21 Oct 2023
Towards Enhancing Relational Rules for Knowledge Graph Link Prediction Shuhan Wu Huaiyu Wan Wei Chen Yuting Wu Junfeng Shen Youfang Lin AI4CE NAI 40 5 0 20 Oct 2023
Accurate prediction of international trade flows: Leveraging knowledge graphs and their embeddings Diego Rincon-Yanez Chahinez Ounoughi Bassem Sellami Tarmo Kalvet M. Tiits Sabrina Senatore Sadok Ben Yahia 16 11 0 17 Oct 2023
Node-based Knowledge Graph Contrastive Learning for Medical Relationship Prediction Zhiguang Fan Yuedong Yang Mingyuan Xu Hongming Chen 43 1 0 16 Oct 2023
Negative Sampling with Adaptive Denoising Mixup for Knowledge Graph Embedding Xian-gan Chen Wen Zhang Zhen Yao Mingyang Chen Siliang Tang 46 5 0 15 Oct 2023
Relation-aware Ensemble Learning for Knowledge Graph Embedding Ling Yue Yongqi Zhang Quanming Yao Yong Li Xian Wu Ziheng Zhang Zhenxi Lin Yefeng Zheng 38 4 0 13 Oct 2023
Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic Enhancement Rui Yang Jiahao Zhu Jianping Man Li Fang Yi Zhou 24 18 0 12 Oct 2023
Incorporating Domain Knowledge Graph into Multimodal Movie Genre Classification with Self-Supervised Attention and Contrastive Learning Jiaqi Li Guilin Qi Chuanyi Zhang Yongrui Chen Yiming Tan Chenlong Xia Ye Tian 41 3 0 12 Oct 2023
An Investigation of LLMs' Inefficacy in Understanding Converse Relations Chengwen Qi Bowen Li Binyuan Hui Bailin Wang Jinyang Li Jinwang Wu Yuanjun Laili 35 11 0 08 Oct 2023
Towards Foundation Models for Knowledge Graph Reasoning Mikhail Galkin Xinyu Yuan Hesham Mostafa Jian Tang Zhaocheng Zhu VLM ReLM 44 36 0 06 Oct 2023
Know2BIO: A Comprehensive Dual-View Benchmark for Evolving Biomedical Knowledge Graphs Yijia Xiao Dylan Steinecke Alexander R. Pelletier Yushi Bai Peipei Ping Wei Wang 15 0 0 05 Oct 2023
KGEx: Explaining Knowledge Graph Embeddings via Subgraph Sampling and Knowledge Distillation V. Baltatzis Luca Costabello 13 2 0 02 Oct 2023
One for All: Towards Training One Graph Model for All Classification Tasks Hao Liu Jiarui Feng Lecheng Kong Ningyue Liang Dacheng Tao Yixin Chen Muhan Zhang AI4CE 15 113 0 29 Sep 2023
Leveraging Pre-trained Language Models for Time Interval Prediction in Text-Enhanced Temporal Knowledge Graphs Duygu Sezen Islakoglu Mel Chekol Yannis Velegrakis 26 1 0 28 Sep 2023
Clinical Trial Recommendations Using Semantics-Based Inductive Inference and Knowledge Graph Embeddings M. Devarakonda Smita Mohanty Raja Rao Sunkishala Nag Mallampalli Xiong Liu 29 4 0 27 Sep 2023
Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning Rongxiang Weng Chengyu Wang Chuanqi Tan Jun Huang Ming Gao KELM 34 4 0 26 Sep 2023
KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation Haotian Li Lingzhi Wang Yuliang Wei Richard Y. D. Xu Bailing Wang Bailing Wang 56 2 0 26 Sep 2023
Prior Bilinear Based Models for Knowledge Graph Completion Jiayin Li Ruilin Luo Jiaqi Sun Jing Xiao Yujiu Yang 17 0 0 25 Sep 2023
Knowledge Graph Embedding: An Overview Xiou Ge Yun Cheng Wang Bin Wang C.-C. Jay Kuo 44 20 0 21 Sep 2023
Learning Complete Topology-Aware Correlations Between Relations for Inductive Link Prediction Jie Wang Hanzhu Chen Qitan Lv Zhihao Shi Jiajun Chen Huarui He Hongtao Xie Yongdong Zhang Feng Wu 27 0 0 20 Sep 2023
Model-based Subsampling for Knowledge Graph Completion Xincan Feng Hidetaka Kamigaito Katsuhiko Hayashi Taro Watanabe 27 1 0 17 Sep 2023
Temporal Smoothness Regularisers for Neural Link Predictors Manuel Dileo Pasquale Minervini Matteo Zignani S. Gaito 36 1 0 16 Sep 2023
PyGraft: Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips Nicolas Hubert Pierre Monnin Mathieu dÁquin D. Monticolo Armelle Brun 35 2 0 07 Sep 2023
Temporal Inductive Path Neural Network for Temporal Knowledge Graph Reasoning Hao Dong Pengyang Wang Meng Xiao Zhiyuan Ning P. Wang Yuanchun Zhou 30 20 0 06 Sep 2023
ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning Linhao Luo Jiaxin Ju Bo Xiong Yuan-Fang Li Gholamreza Haffari Shirui Pan LRM 28 26 0 04 Sep 2023
On the Aggregation of Rules for Knowledge Graph Completion Patrick Betz Stefan Lüdtke Christian Meilicke Heiner Stuckenschmidt 30 2 0 01 Sep 2023
Companion Animal Disease Diagnostics based on Literal-aware Medical Knowledge Graph Representation Learning Van Thuy Hoang Sang Thanh Nguyen Sangmyeong Lee Jooho Lee Luong Vuong Nguyen O-Joun Lee 28 8 0 31 Aug 2023
Exploring the Limits of Historical Information for Temporal Knowledge Graph Extrapolation Yi Xu Junjie Ou Hui Xu Luoyi Fu Lei Zhou Xinbing Wang Cheng Zhou AI4TS 36 0 0 29 Aug 2023
Exploring Large Language Models for Knowledge Graph Completion Liang Yao Jiazhen Peng Chengsheng Mao Yuan Luo 33 37 0 26 Aug 2023
YAGO 4.5: A Large and Clean Knowledge Base with a Rich Taxonomy Fabian M. Suchanek Mehwish Alam Thomas Bonald Lihu Chen Pierre-Henri Paris Jules Soria 39 13 0 23 Aug 2023