A Survey on Knowledge Graph-Based Recommender Systems

28 February 2020

Qingyu Guo

Fuzhen Zhuang

Chuan Qin

Hengshu Zhu

Xing Xie

Hui Xiong

Qing He

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Papers citing "A Survey on Knowledge Graph-Based Recommender Systems"

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Title
Towards Explainable Temporal User Profiling with LLMs Milad Sabouri M. Mansoury Kun-hsien Lin B. Mobasher 24 0 0 01 May 2025
Unsupervised Entity Alignment Based on Personalized Discriminative Rooted Tree Yaming Yang Zhe Wang Ziyu Guan Wei Zhao Xinyan Huang Xiaofei He 59 0 0 14 Feb 2025
Boosting Knowledge Graph-based Recommendations through Confidence-Aware Augmentation with Large Language Models Rui Cai Chao Wang Qianyi Cai Dazhong Shen Hui Xiong RALM 85 0 0 06 Feb 2025
PathE: Leveraging Entity-Agnostic Paths for Parameter-Efficient Knowledge Graph Embeddings Ioannis Reklos Jacopo de Berardinis Elena Simperl Albert Meroño-Peñuela 148 0 0 31 Jan 2025
RecKG: Knowledge Graph for Recommender Systems Junhyuk Kwon Seokho Ahn Young-Duk Seo 44 1 0 08 Jan 2025
Topic-Aware Knowledge Graph with Large Language Models for Interoperability in Recommender Systems Minhye Jeon Seokho Ahn Young-Duk Seo 40 1 0 28 Dec 2024
UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction Zhiqiang Liu Mingyang Chen Yin Hua Zhuo Chen Ziqi Liu Lei Liang H. Chen Wen Zhang AI4TS 24 0 0 11 Nov 2024
Comprehending Knowledge Graphs with Large Language Models for Recommender Systems Ziqiang Cui Yunpeng Weng Xing Tang Fuyuan Lyu Dugang Liu Xiuqiang He Chen Ma 41 3 0 16 Oct 2024
Graph Representation Learning via Causal Diffusion for Out-of-Distribution Recommendation Chu Zhao Enneng Yang Yuliang Liang Pengxiang Lan Yuting Liu Jianzhe Zhao Guibing Guo Xingwei Wang OOD DiffM CML 51 5 0 01 Aug 2024
PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers Myeonghwa Lee Seonho An Min-Soo Kim 3DV RALM 31 18 0 18 Jun 2024
LinkQ: An LLM-Assisted Visual Interface for Knowledge Graph Question-Answering Harry Li G. Appleby Ashley Suh 35 1 0 07 Jun 2024
Keyword-driven Retrieval-Augmented Large Language Models for Cold-start User Recommendations Hai-Dang Kieu Minh-Duc Nguyen T. Nguyen Dung D. Le RALM LRM 79 2 0 30 May 2024
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning F. Mumuni A. Mumuni AAML 37 5 0 11 Mar 2024
Capturing Knowledge Graphs and Rules with Octagon Embeddings Victor Charpenay Steven Schockaert 15 1 0 29 Jan 2024
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey Garima Agrawal Tharindu Kumarage Zeyad Alghami Huanmin Liu 34 81 0 14 Nov 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 45 2 0 26 Sep 2023
How Expressive are Graph Neural Networks in Recommendation? Xuheng Cai Lianghao Xia Xubin Ren Chao Huang 29 6 0 22 Aug 2023
Empowering recommender systems using automatically generated Knowledge Graphs and Reinforcement Learning Ghanshyam Verma Shovon Sengupta Simon Simanta Huan Chen J. Perge Devishree Pillai John P. Mccrae P. Buitelaar OffRL 12 1 0 11 Jul 2023
BHEISR: Nudging from Bias to Balance -- Promoting Belief Harmony by Eliminating Ideological Segregation in Knowledge-based Recommendations Mengyan Wang Yuxuan Hu Zihan Yuan Chenting Jiang Weihua Li Shiqing Wu Quan-wei Bai 19 0 0 06 Jul 2023
Combating Confirmation Bias: A Unified Pseudo-Labeling Framework for Entity Alignment Qijie Ding Jie Yin Daokun Zhang Junbin Gao 56 4 0 05 Jul 2023
The Evolution of Distributed Systems for Graph Neural Networks and their Origin in Graph Processing and Deep Learning: A Survey Jana Vatter R. Mayer Hans-Arno Jacobsen GNN AI4TS AI4CE 40 23 0 23 May 2023
LogicRec: Recommendation with Users' Logical Requirements Zhenwei Tang Griffin Floto Armin Toroghi Shichao Pei Xiangliang Zhang Scott Sanner 30 3 0 23 Apr 2023
AGI for Agriculture Guoyu Lu Sheng R. Li Gengchen Mai Jin Sun Dajiang Zhu ... R. Xu Daniel Petti Changying Li Tianming Liu Changying Li AI4CE 45 17 0 12 Apr 2023
Enhancing Multimodal Entity and Relation Extraction with Variational Information Bottleneck Shiyao Cui Jiangxia Cao Xin Cong Jiawei Sheng Quangang Li Tingwen Liu Jinqiao Shi 17 22 0 05 Apr 2023
Knowledge Graphs in Practice: Characterizing their Users, Challenges, and Visualization Opportunities Harry Li G. Appleby C. Brumar Remco Chang Ashley Suh 18 23 0 03 Apr 2023
GLT-T++: Global-Local Transformer for 3D Siamese Tracking with Ranking Loss Jiahao Nie Zhiwei He Yuxiang Yang Xudong Lv Mingchen Gao Jing Zhang ViT 3DPC 34 7 0 01 Apr 2023
PromptORE -- A Novel Approach Towards Fully Unsupervised Relation Extraction Pierre-Yves Genest Pierre-Edouard Portier Elöd Egyed-Zsigmond L. Goix LRM 22 12 0 24 Mar 2023
Knowledge Graphs: Opportunities and Challenges Ciyuan Peng Feng Xia Mehdi Naseriparsa Francesco Osborne 22 239 0 24 Mar 2023
LaSER: Language-Specific Event Recommendation Sara Abdollahi Simon Gottschalk Elena Demidova 13 4 0 24 Feb 2023
A Pre-training Framework for Knowledge Graph Completion Kuan Xu Kuo Yang Hanyang Dong Xinyan Wang Jian Yu Xuezhong Zhou 8 0 0 06 Feb 2023
Structural Quality Metrics to Evaluate Knowledge Graphs Sumin Seo Heeseon Cheon Hyunho Kim Dongseok Hyun 11 4 0 18 Nov 2022
Contrastive Language-Image Pre-Training with Knowledge Graphs Xuran Pan Tianzhu Ye Dongchen Han S. Song Gao Huang VLM CLIP 22 43 0 17 Oct 2022
Analyzing the Effect of Sampling in GNNs on Individual Fairness Rebecca Salganik Fernando Diaz G. Farnadi 24 1 0 08 Sep 2022
Conflict-Aware Pseudo Labeling via Optimal Transport for Entity Alignment Qijie Ding Daokun Zhang Jie Yin OT 21 6 0 05 Sep 2022
High-quality Task Division for Large-scale Entity Alignment Bing Liu Wenlan Hua Guido Zuccon Genghong Zhao Xia Zhang 28 6 0 22 Aug 2022
FeedLens: Polymorphic Lenses for Personalizing Exploratory Search over Knowledge Graphs Harmanpreet Kaur Doug Downey Amanpreet Singh Evie (Yu-Yen) Cheng Daniel S. Weld Jonathan Bragg 18 4 0 16 Aug 2022
Knowledge Graph Induction enabling Recommending and Trend Analysis: A Corporate Research Community Use Case Nandana Mihindukulasooriya Mike Sava Gaetano Rossiello Md. Faisal Mahbub Chowdhury I. Yachbes Aditya Gidh Jillian Duckwitz Kovit Nisar Michael Santos A. Gliozzo 31 4 0 11 Jul 2022
Relphormer: Relational Graph Transformer for Knowledge Graph Representations Zhen Bi Shuyang Cheng Jing Chen Xiaozhuan Liang Feiyu Xiong Ningyu Zhang 31 37 0 22 May 2022
Hypergraph Contrastive Collaborative Filtering Lianghao Xia Chao Huang Yong-mei Xu Jiashu Zhao Dawei Yin J. Huang 28 303 0 26 Apr 2022
Knowledge Graph Based Waveform Recommendation: A New Communication Waveform Design Paradigm Wei Huang Tianfu Qi Yundi Guan Qihang Peng Jun Wang 13 1 0 24 Jan 2022
Automatic Meta-Path Discovery for Effective Graph-Based Recommendation Wentao Ning Reynold Cheng Jiajun Shen Nur Al Hasan Haldar B. Kao Xiao Yan Nan Huo Wai Lam Tian Li Bo Tang 24 18 0 23 Dec 2021
Conditional Attention Networks for Distilling Knowledge Graphs in Recommendation Ke Tu Peng Cui Daixin Wang Zhiqiang Zhang Jun Zhou Yuan Qi Wenwu Zhu 27 46 0 03 Nov 2021
Vector-valued Distance and Gyrocalculus on the Space of Symmetric Positive Definite Matrices F. López Beatrice Pozzetti Steve J. Trettel Michael Strube Anna Wienhard 28 17 0 26 Oct 2021
Federated Learning for Big Data: A Survey on Opportunities, Applications, and Future Directions Thippa Reddy Gadekallu Viet Quoc Pham Thien Huynh-The S. Bhattacharya Praveen Kumar Reddy Maddikunta Madhusanka Liyanage FedML AI4CE 42 39 0 08 Oct 2021
Recommender systems based on graph embedding techniques: A comprehensive review Yue Deng 34 22 0 20 Sep 2021
KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation Haotian Li Yong Wang Songheng Zhang Yangqiu Song Huamin Qu 39 82 0 27 Jul 2021
Leveraging Static Models for Link Prediction in Temporal Knowledge Graphs Wessel Radstok M. Chekol 18 10 0 29 Jun 2021
Bias in Knowledge Graphs -- an Empirical Study with Movie Recommendation and Different Language Editions of DBpedia M. Voit Heiko Paulheim 32 11 0 03 May 2021
Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning Weijiao Zhang Hao Liu Fan Wang Tong Bill Xu Haoran Xin Dejing Dou Hui Xiong 24 79 0 15 Feb 2021
Advances and Challenges in Conversational Recommender Systems: A Survey Chongming Gao Wenqiang Lei Xiangnan He Maarten de Rijke Tat-Seng Chua 128 272 0 23 Jan 2021