Knowledge Graph Contrastive Learning for Recommendation

2 May 2022

Yuhao Yang

Chao Huang

Lianghao Xia

Chenliang Li

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Papers citing "Knowledge Graph Contrastive Learning for Recommendation"

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Title
Hyperbolic Contrastive Learning with Model-augmentation for Knowledge-aware Recommendation Shengyin Sun Chen Ma 11 0 0 13 May 2025
Learnable Sequence Augmenter for Triplet Contrastive Learning in Sequential Recommendation Wei Wang Yujie Lin Jianli Zhao M. Zhang Pengjie Ren Xianye Ben Y. Li AI4TS 72 0 0 26 Mar 2025
Reproducibility and Artifact Consistency of the SIGIR 2022 Recommender Systems Papers Based on Message Passing Maurizio Ferrari Dacrema Michael Benigni Nicola Ferro 29 0 0 10 Mar 2025
Multi-Behavior Recommender Systems: A Survey Kyungho Kim Sunwoo Kim Geon Lee Jinhong Jung Kijung Shin AI4CE 57 0 0 10 Mar 2025
Multiview graph dual-attention deep learning and contrastive learning for multi-criteria recommender systems Saman Forouzandeh P. Krivitsky Rohitash Chandra 55 0 0 26 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 80 0 0 06 Feb 2025
Personalized Denoising Implicit Feedback for Robust Recommender System Kaike Zhang Qi Cao Yunfan Wu Fei Sun Huawei Shen Xueqi Cheng NoLa 70 1 0 01 Feb 2025
Graph Contrastive Learning on Multi-label Classification for Recommendations Jiayang Wu Wensheng Gan Huashen Lu Philip S. Yu 36 1 0 13 Jan 2025
RecKG: Knowledge Graph for Recommender Systems Junhyuk Kwon Seokho Ahn Young-Duk Seo 29 0 0 08 Jan 2025
KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion Dong Hyun Jeon Wenbo Sun H. Song Dongfang Liu Velasquez Alvaro Yixin Xie Shuteng Niu 37 0 0 07 Jan 2025
$DELE: Deductive $\mathcal{EL}^{++} \thinspace $ Embeddings for Knowledge Base Completion$ DELE: Deductive $\mathcal{EL}^{++} \thinspace$ Embeddings for Knowledge Base Completion Olga Mashkova Fernando Zhapa-Camacho R. Hoehndorf 16 0 0 03 Nov 2024
Resilience in Knowledge Graph Embeddings Arnab Sharma N'Dah Jean Kouagou A. Ngomo 18 0 0 28 Oct 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
A Debiased Nearest Neighbors Framework for Multi-Label Text Classification Zifeng Cheng Zhiwei Jiang Yafeng Yin Zhaoling Chen Cong Wang Shiping Ge Qiguo Huang Qing Gu 21 0 0 06 Aug 2024
Symmetric Graph Contrastive Learning against Noisy Views for Recommendation Chu Zhao Enneng Yang Yuliang Liang Jianzhe Zhao Guibing Guo Xingwei Wang 18 1 0 03 Aug 2024
Adapting Job Recommendations to User Preference Drift with Behavioral-Semantic Fusion Learning Xiao Han Chen Zhu Xiao Hu Chuan Qin Xiangyu Zhao Hengshu Zhu 16 2 0 24 Jun 2024
Pathformer: Recursive Path Query Encoding for Complex Logical Query Answering Chongzhi Zhang Zhiping Peng Junhao Zheng Linghao Wang Ruifeng Shi Qianli Ma 34 1 0 21 Jun 2024
Multi-domain Knowledge Graph Collaborative Pre-training and Prompt Tuning for Diverse Downstream Tasks Yichi Zhang Binbin Hu Zhuo Chen Lingbing Guo Ziqi Liu Zhiqiang Zhang Lei Liang Hua-zeng Chen Wen Zhang CLL 27 1 0 21 May 2024
Towards Graph Contrastive Learning: A Survey and Beyond Wei Ju Yifan Wang Yifang Qin Zhengyan Mao Zhiping Xiao ... Dongjie Wang Qingqing Long Siyu Yi Xiao Luo Ming Zhang 40 12 0 20 May 2024
Towards Robust Recommendation: A Review and an Adversarial Robustness Evaluation Library Lei Cheng Xiaowen Huang Jitao Sang Jian Yu AAML 20 1 0 27 Apr 2024
Knowledge-Aware Multi-Intent Contrastive Learning for Multi-Behavior Recommendation Shunpan Liang Junjie Zhao Chen Li Yu Lei HAI 16 1 0 18 Apr 2024
HyperMono: A Monotonicity-aware Approach to Hyper-Relational Knowledge Representation Zhiwei Hu Víctor Gutiérrez-Basulto Zhiliang Xiang Ru Li Jeff Z. Pan 25 0 0 15 Apr 2024
KGExplainer: Towards Exploring Connected Subgraph Explanations for Knowledge Graph Completion Tengfei Ma Xiang Song Wen Tao Mufei Li Jiani Zhang Xiaoqin Pan Jianxin Lin Bosheng Song Xiangxiang Zeng 20 2 0 05 Apr 2024
A Comprehensive Survey on Self-Supervised Learning for Recommendation Xubin Ren Wei Wei Lianghao Xia Chao Huang SSL 24 9 0 04 Apr 2024
Heterogeneous Contrastive Learning for Foundation Models and Beyond Lecheng Zheng Baoyu Jing Zihao Li Hanghang Tong Jingrui He VLM 24 18 0 30 Mar 2024
KC-GenRe: A Knowledge-constrained Generative Re-ranking Method Based on Large Language Models for Knowledge Graph Completion Yilin Wang Minghao Hu Zhen Huang Dongsheng Li Dong Yang Xicheng Lu 19 2 0 26 Mar 2024
Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning Miao Peng Ben Liu Wenjie Xu Zihao Jiang Jiahui Zhu Min Peng 24 1 0 25 Mar 2024
Graph Regularized Encoder Training for Extreme Classification Anshul Mittal Shikhar Mohan Deepak Saini Suchith C. Prabhu Jain jiao ... Manik Varma Sumeet Agarwal Soumen Chakrabarti Purushottam Kar Manik Varma GNN 26 0 0 28 Feb 2024
Towards Fair Graph Anomaly Detection: Problem, New Datasets, and Evaluation Neng Kai Nigel Neo Yeon-Chang Lee Yiqiao Jin Sang-Wook Kim Srijan Kumar 36 2 0 25 Feb 2024
Modeling Balanced Explicit and Implicit Relations with Contrastive Learning for Knowledge Concept Recommendation in MOOCs Hengnian Gu Zhiyi Duan Pan Xie Dongdai Zhou AI4Ed 11 0 0 13 Feb 2024
Causal Learning for Trustworthy Recommender Systems: A Survey Jin Li Shoujin Wang Qi Zhang LongBing Cao Fang Chen Xiuzhen Zhang Dietmar Jannach Charu C. Aggarwal CML 27 0 0 13 Feb 2024
Which Matters Most in Making Fund Investment Decisions? A Multi-granularity Graph Disentangled Learning Framework Chunjing Gan Binbin Hu Bo Huang Tianyu Zhao Yingru Lin Wenliang Zhong Zhiqiang Zhang Jun Zhou Chuan Shi 24 1 0 23 Nov 2023
Reviewing Developments of Graph Convolutional Network Techniques for Recommendation Systems Haojun Zhu Vikram Kapoor Priya Sharma GNN 10 0 0 10 Nov 2023
Knowledge Graph Context-Enhanced Diversified Recommendation Xiao-lin Liu Liangwei Yang Zhiwei Liu Mingdai Yang Chen Wang Hao Peng Philip S. Yu 15 4 0 20 Oct 2023
Unsupervised Pretraining for Fact Verification by Language Model Distillation A. Bazaga Pietro Lió Bo Dai HILM 25 2 0 28 Sep 2023
On the Sweet Spot of Contrastive Views for Knowledge-enhanced Recommendation Haibo Ye Xinjie Li Yuan Yao Hanghang Tong 23 0 0 23 Sep 2023
Unveiling Optimal SDG Pathways: An Innovative Approach Leveraging Graph Pruning and Intent Graph for Effective Recommendations Zhihang Yu Shu Wang Yunqiang Zhu Wen Yuan Xiaoliang Dai Zhiqiang Zou 9 1 0 21 Sep 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 10 0 0 29 Aug 2023
Inductive Knowledge Graph Completion with GNNs and Rules: An Analysis Akash Anil Víctor Gutiérrez-Basulto Yazmín Ibánez-García Steven Schockaert 21 2 0 14 Aug 2023
SSLRec: A Self-Supervised Learning Framework for Recommendation Xubin Ren Lianghao Xia Yuhao Yang Wei Wei Tianle Wang Xuheng Cai Chao Huang 13 32 0 10 Aug 2023
Challenging the Myth of Graph Collaborative Filtering: a Reasoned and Reproducibility-driven Analysis V. W. Anelli Daniele Malitesta Claudio Pomo Alejandro Bellogín T. D. Noia E. Sciascio 14 10 0 01 Aug 2023
Neural-Symbolic Recommendation with Graph-Enhanced Information Bang-Chao Chen Wei Peng Maonian Wu Bo Zheng Shaojun Zhu 24 1 0 11 Jul 2023
Knowledge Graph Self-Supervised Rationalization for Recommendation Yuhao Yang Chao Huang Lianghao Xia Chunzhen Huang 22 88 0 06 Jul 2023
Recent Developments in Recommender Systems: A Survey Yang Li Kangbo Liu Ranjan Satapathy Suhang Wang Erik Cambria OffRL 59 29 0 22 Jun 2023
HaSa: Hardness and Structure-Aware Contrastive Knowledge Graph Embedding Honggen Zhang June Zhang Igor Molybog 14 4 0 17 May 2023
Hierarchical and Contrastive Representation Learning for Knowledge-aware Recommendation Bingchao Wu Yang-Yang Kang Daoguang Zan Bei Guan Yongji Wang 11 1 0 15 Apr 2023
CLSA: Contrastive Learning-based Survival Analysis for Popularity Prediction in MEC Networks Zohreh Hajiakhondi-Meybodi Arash Mohammadi J. Abouei Konstantinos N. Plataniotis 19 2 0 21 Mar 2023
An Overview on Language Models: Recent Developments and Outlook Chengwei Wei Yun Cheng Wang Bin Wang C.-C. Jay Kuo 8 41 0 10 Mar 2023
Knowledge Enhancement for Contrastive Multi-Behavior Recommendation Hongrui Xuan Yi Liu Bohan Li Hongzhi Yin 16 66 0 13 Jan 2023
Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure K. Liang Yue Liu Sihang Zhou Wenxuan Tu Yi Wen Xihong Yang Xiang Dong Xinwang Liu 19 76 0 19 Nov 2022