Complex Embeddings for Simple Link Prediction

20 June 2016

Papers citing "Complex Embeddings for Simple Link Prediction"

50 / 396 papers shown

Title
VITA: Versatile Time Representation Learning for Temporal Hyper-Relational Knowledge Graphs ChongIn Un Yuhuan Lu Tianyue Yang Dingqi Yang 22 0 0 17 May 2025
Efficient and Scalable Neural Symbolic Search for Knowledge Graph Complex Query Answering Weizhi Fei Zihao Wang Hang Yin Shukai Zhao Wei Zhang Yangqiu Song NAI 36 0 0 13 May 2025
Injecting Knowledge Graphs into Large Language Models Erica Coppolillo 36 0 0 12 May 2025
Prompted Meta-Learning for Few-shot Knowledge Graph Completion Han Wu Jie Yin VLM 262 0 0 08 May 2025
Social Biases in Knowledge Representations of Wikidata separates Global North from Global South Paramita Das Sai Keerthana Karnam Aditya Soni Animesh Mukherjee 186 0 0 05 May 2025
An Adaptive Data-Resilient Multi-Modal Framework for Hierarchical Multi-Label Book Genre Identification Utsav Nareti S. Chattopadhyay Prolay Mallick Suraj Kumar Ayush Vikas Daga Chandranath Adak Adarsh Wase Arjab Roy 37 0 0 05 May 2025
Efficient Learning on Large Graphs using a Densifying Regularity Lemma Jonathan Kouchly Ben Finkelshtein M. Bronstein Ron Levie 46 0 0 25 Apr 2025
QuatE-D: A Distance-Based Quaternion Model for Knowledge Graph Embedding Hamideh-Sadat Fazael-Ardakani Hamid Soltanian-Zadeh 46 0 0 18 Apr 2025
Knowledge Graph Completion with Relation-Aware Anchor Enhancement Duanyang Yuan Sihang Zhou Xiaoshu Chen Dong Wang K. Liang Xinwang Liu Jian Huang 40 0 0 08 Apr 2025
ExKG-LLM: Leveraging Large Language Models for Automated Expansion of Cognitive Neuroscience Knowledge Graphs Ali Sarabadani Kheirolah Rahsepar Fard Hamid Dalvand 70 0 0 09 Mar 2025
Understanding the Design Principles of Link Prediction in Directed Settings Jun Zhai Muberra Ozmen Thomas Markovich AI4CE 45 0 0 24 Feb 2025
Reading between the Lines: Can LLMs Identify Cross-Cultural Communication Gaps? Sougata Saha Saurabh Kumar Pandey Harshit Gupta Monojit Choudhury 57 0 0 21 Feb 2025
Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph Embedding Jiang Li Xiangdong Su Yeyun Gong 113 0 0 20 Feb 2025
PathE: Leveraging Entity-Agnostic Paths for Parameter-Efficient Knowledge Graph Embeddings Ioannis Reklos Jacopo de Berardinis Elena Simperl Albert Meroño-Peñuela 275 0 0 31 Jan 2025
Transformer-Based Multimodal Knowledge Graph Completion with Link-Aware Contexts Haodi Ma Dzmitry Kasinets Daisy Zhe Wang 48 0 0 28 Jan 2025
Conformalized Answer Set Prediction for Knowledge Graph Embedding Yuqicheng Zhu Nico Potyka Jiarong Pan Bo Xiong Yunjie He Evgeny Kharlamov Steffen Staab 61 1 0 28 Jan 2025
HierPromptLM: A Pure PLM-based Framework for Representation Learning on Heterogeneous Text-rich Networks Qiuyu Zhu Liang Zhang Qianxiong Xu Cheng Long 273 2 0 22 Jan 2025
DPCL-Diff: The Temporal Knowledge Graph Reasoning Based on Graph Node Diffusion Model with Dual-Domain Periodic Contrastive Learning Yukun Cao Lisheng Wang Luobing Huang DiffM 52 0 0 20 Jan 2025
ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective Yihong Chen Pushkar Mishra Luca Franceschi Pasquale Minervini Pontus Stenetorp Sebastian Riedel 72 20 0 17 Jan 2025
Large Language Model-Enhanced Symbolic Reasoning for Knowledge Base Completion Qiyuan He Jianfei Yu Wenya Wang LRM 38 0 0 03 Jan 2025
Efficient Link Prediction via GNN Layers Induced by Negative Sampling Yuxin Wang Xiannian Hu Quan Gan Xuanjing Huang Xipeng Qiu David Wipf 65 4 0 31 Dec 2024
Knowledge Graph Embeddings: A Comprehensive Survey on Capturing Relation Properties Guanglin Niu 42 0 0 16 Oct 2024
Leveraging Social Determinants of Health in Alzheimer's Research Using LLM-Augmented Literature Mining and Knowledge Graphs Tianqi Shang Shu Yang Weiqing He Tianhua Zhai Dawei Li Bojian Hou Tianlong Chen Jason H. Moore M. Ritchie Li Shen 60 1 0 04 Oct 2024
MARS: A neurosymbolic approach for interpretable drug discovery L. Delong Yojana Gadiya Paola Galdi Jacques D. Fleuriot Daniel Domingo-Fernández 248 2 0 02 Oct 2024
Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion Sharmishtha Dutta Alex Gittens Mohammed J Zaki Charu C. Aggarwal 33 0 0 01 Oct 2024
Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion Rui Ying Mengting Hu Jianfeng Wu Yalan Xie Xiaoyi Liu Zhunheng Wang Ming Jiang Hang Gao Linlin Zhang Renhong Cheng 43 3 0 13 Aug 2024
Bridging LLMs and KGs without Fine-Tuning: Intermediate Probing Meets Subgraph-Aware Entity Descriptions Bo Xue Yi Xu Yunchong Song Yiming Pang Yuyang Ren Jiaxin Ding Luoyi Fu Xinbing Wang OffRL 62 0 0 13 Aug 2024
Any four real numbers are on all fours with analogy Yves Lepage Miguel Couceiro 31 0 0 26 Jul 2024
Large Language Model Enhanced Knowledge Representation Learning: A Survey Xin Wang Zirui Chen Haofen Wang Leong Hou U Zhao Li Wenbin Guo KELM 68 3 0 01 Jul 2024
Start from Zero: Triple Set Prediction for Automatic Knowledge Graph Completion Wen Zhang Yajing Xu Peng Ye Zhiwei Huang Zezhong Xu Jiaoyan Chen Jeff Z. Pan Huajun Chen 39 1 0 26 Jun 2024
Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints Ran Song Shizhu He Shengxiang Gao Li Cai Kang Liu Zhengtao Yu Jun Zhao LRM 55 5 0 26 Jun 2024
Pathformer: Recursive Path Query Encoding for Complex Logical Query Answering Chongzhi Zhang Zhiping Peng Junhao Zheng Linghao Wang Ruifeng Shi Qianli Ma 54 1 0 21 Jun 2024
A review of feature selection strategies utilizing graph data structures and knowledge graphs Sisi Shao P. Ribeiro Christina Ramirez Jason H. Moore 45 4 0 21 Jun 2024
Ontology Embedding: A Survey of Methods, Applications and Resources Jiaoyan Chen Olga Mashkova Fernando Zhapa-Camacho Robert Hoehndorf Yuan He Ian Horrocks 65 6 0 16 Jun 2024
A Survey on Recent Random Walk-based Methods for Embedding Knowledge Graphs Elika Bozorgi Sakher Khalil Alqaiidi Afsaneh Shams H. Arabnia Krzysztof Kochut 39 0 0 11 Jun 2024
From Latent to Lucid: Transforming Knowledge Graph Embeddings into Interpretable Structures with KGEPrisma Christoph Wehner Chrysa Iliopoulou Ute Schmid Tarek R. Besold 65 0 0 03 Jun 2024
Historically Relevant Event Structuring for Temporal Knowledge Graph Reasoning Jinchuan Zhang Bei Hui Chong Mu Ming Sun Quanjiang Guo Ling Tian 71 1 0 17 May 2024
PhilHumans: Benchmarking Machine Learning for Personal Health Vadim Liventsev Vivek Kumar Allmin Pradhap Singh Susaiyah Zixiu "Alex" Wu Ivan Rodin ... Milan Petkovic Diego Reforgiato Recupero Ehud Reiter Daniele Riboni Raymond Sterling AI4MH LM&MA 39 0 0 04 May 2024
Progressive Knowledge Graph Completion Jiayi Li Ruilin Luo Jiaqi Sun Jing Xiao Yujiu Yang 32 1 0 15 Apr 2024
Extending Complex Logical Queries on Uncertain Knowledge Graphs Weizhi Fei Zihao Wang Hang Yin Yang Duan Yangqiu Song 48 4 0 03 Mar 2024
A Survey on Temporal Knowledge Graph: Representation Learning and Applications Lianshang Cai Xin Mao Yuhao Zhou Zhaoguang Long Changxu Wu Man Lan 34 13 0 02 Mar 2024
Negative Sampling in Knowledge Graph Representation Learning: A Review Tiroshan Madushanka R. Ichise 57 8 0 29 Feb 2024
VN Network: Embedding Newly Emerging Entities with Virtual Neighbors Yongquan He Zhihan Wang Peng Zhang Zhaopeng Tu Zhaochun Ren 39 20 0 21 Feb 2024
HIP Network: Historical Information Passing Network for Extrapolation Reasoning on Temporal Knowledge Graph Yongquan He Peng Zhang Luchen Liu Qi Liang Wenyuan Zhang Chuang Zhang 32 43 0 19 Feb 2024
TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs Siheng Xiong Yuan Yang Faramarz Fekri J. C. Kerce 46 50 0 19 Feb 2024
Question Answering Over Spatio-Temporal Knowledge Graph Xinbang Dai Huiying Li Guilin Qi 18 0 0 18 Feb 2024
Node Duplication Improves Cold-start Link Prediction Zhichun Guo Tong Zhao Yozen Liu Kaiwen Dong William Shiao Neil Shah Nitesh Chawla AI4CE 28 3 0 15 Feb 2024
Contextualization Distillation from Large Language Model for Knowledge Graph Completion Dawei Li Zhen Tan Tianlong Chen Huan Liu KELM 35 12 0 28 Jan 2024
Synthetic Multimodal Dataset for Empowering Safety and Well-being in Home Environments Takanori Ugai S. Egami Swe Nwe Nwe Htun Kouji Kozaki Takahiro Kawamura Ken Fukuda 26 3 0 26 Jan 2024
Embedding Ontologies via Incorporating Extensional and Intensional Knowledge Keyu Wang Guilin Qi Jiaoyan Chen Yi Huang Tianxing Wu 66 1 0 20 Jan 2024