Self-supervised Graph Learning for Recommendation

21 October 2020

Xing Xie

Papers citing "Self-supervised Graph Learning for Recommendation"

50 / 225 papers shown

Title
CF-KAN: Kolmogorov-Arnold Network-based Collaborative Filtering to Mitigate Catastrophic Forgetting in Recommender Systems Jin-Duk Park Kyung-Min Kim Won-Yong Shin KELM CLL 33 3 0 25 Aug 2024
Fair Augmentation for Graph Collaborative Filtering Ludovico Boratto Francesco Fabbri Gianni Fenu Mirko Marras Giacomo Medda 48 2 0 22 Aug 2024
EasyRec: Simple yet Effective Language Models for Recommendation Xubin Ren Chao Huang SyDa 24 5 0 16 Aug 2024
Bundle Recommendation with Item-level Causation-enhanced Multi-view Learning Huy-Son Nguyen Tuan-Nghia Bui Long-Hai Nguyen Hoang Manh-Hung Cam-Van Thi Nguyen Hoang-Quynh Le Duc-Trong Le 20 0 0 13 Aug 2024
Dual-Channel Latent Factor Analysis Enhanced Graph Contrastive Learning for Recommendation Junfeng Long Hao Wu 43 0 0 09 Aug 2024
Symmetric Graph Contrastive Learning against Noisy Views for Recommendation Chu Zhao Enneng Yang Yuliang Liang Jianzhe Zhao Guibing Guo Xingwei Wang 34 1 0 03 Aug 2024
Exploiting Preferences in Loss Functions for Sequential Recommendation via Weak Transitivity H. Chung Jungtaek Kim Hyungeun Jo Hyungwon Choi 50 0 0 01 Aug 2024
Contrastive Graph Representation Learning with Adversarial Cross-view Reconstruction and Information Bottleneck Yuntao Shou Haozhi Lan Xiangyong Cao 43 11 0 01 Aug 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 53 6 0 01 Aug 2024
An Extended Kalman Filter Integrated Latent Feature Model on Dynamic Weighted Directed Graphs Hongxun Zhou Xiangyu Chen Ye Yuan 19 0 0 31 Jul 2024
RevGNN: Negative Sampling Enhanced Contrastive Graph Learning for Academic Reviewer Recommendation Weibin Liao Yifan Zhu Yanyan Li Qi Zhang Zhonghong Ou Xuesong Li 28 4 0 30 Jul 2024
Adaptive Self-supervised Robust Clustering for Unstructured Data with Unknown Cluster Number Chen-Lu Ding Jiancan Wu Wei Lin Shiyang Shen Xiang Wang Yancheng Yuan 44 0 0 29 Jul 2024
Your Graph Recommender is Provably a Single-view Graph Contrastive Learning Wenjie Yang Shengzhong Zhang Jiaxing Guo Zengfeng Huang 24 1 0 25 Jul 2024
Orthogonal Hyper-category Guided Multi-interest Elicitation for Micro-video Matching Beibei Li Beihong Jin Yisong Yu Yiyuan Zheng Jiageng Song Wei Zhuo Tao Xiang 18 0 0 20 Jul 2024
Heterogeneous Hypergraph Embedding for Recommendation Systems Darnbi Sakong Viet Hung Vu T. T. Huynh Phi Le Nguyen Hongzhi Yin Quoc Viet Hung Nguyen Thanh Tam Nguyen 23 0 0 04 Jul 2024
ITEM: Improving Training and Evaluation of Message-Passing based GNNs for top-k recommendation Yannis Karmim Elias Ramzi Raphael Fournier SÑiehotta Nicolas Thome 30 0 0 03 Jul 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 30 2 0 24 Jun 2024
On Softmax Direct Preference Optimization for Recommendation Yuxin Chen Junfei Tan An Zhang Zhengyi Yang Leheng Sheng Enzhi Zhang Xiang Wang Tat-Seng Chua 34 23 0 13 Jun 2024
Link Prediction in Bipartite Networks Sükrü Demir Inan Özer Günce Keziban Orman Vincent Labatut 27 2 0 10 Jun 2024
RecDiff: Diffusion Model for Social Recommendation Zongwei Li Lianghao Xia Chao Huang 42 15 0 01 Jun 2024
Popularity-Aware Alignment and Contrast for Mitigating Popularity Bias Miaomiao Cai Lei Chen Yifan Wang Haoyue Bai Peijie Sun Le Wu Min Zhang Meng Wang 34 11 0 31 May 2024
A Survey of Latent Factor Models in Recommender Systems Hind I. Alshbanat Hafida Benhidour Said Kerrache LRM BDL 43 1 0 28 May 2024
Graph Sparsification via Mixture of Graphs Guibin Zhang Xiangguo Sun Xinfeng Li Kun Wang Tianlong Chen Shirui Pan 35 8 0 23 May 2024
Learning Partially Aligned Item Representation for Cross-Domain Sequential Recommendation Mingjia Yin Hao Wang Wei Guo Yong Liu Zhi Li Sirui Zhao Defu Lian Enhong Chen 53 7 0 21 May 2024
Learning Structure and Knowledge Aware Representation with Large Language Models for Concept Recommendation Qingyao Li Wei Xia Kounianhua Du Qiji Zhang Weinan Zhang Ruiming Tang Yong Yu AI4Ed 29 5 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 70 13 0 20 May 2024
DynLLM: When Large Language Models Meet Dynamic Graph Recommendation Ziwei Zhao Fake Lin Xi Zhu Zhi Zheng Tong Xu Shitian Shen Xueying Li Zikai Yin Enhong Chen 38 6 0 13 May 2024
Towards Robust Recommendation: A Review and an Adversarial Robustness Evaluation Library Lei Cheng Xiaowen Huang Jitao Sang Jian Yu AAML 25 1 0 27 Apr 2024
Mixed Supervised Graph Contrastive Learning for Recommendation Weizhi Zhang Liangwei Yang Zihe Song Henry Peng Zou Ke Xu Yuanjie Zhu Philip S. Yu 45 2 0 24 Apr 2024
Retrieval and Distill: A Temporal Data Shift-Free Paradigm for Online Recommendation System Lei Zheng Ning Li Weinan Zhang Yong Yu AI4TS 41 0 0 24 Apr 2024
Collaborative Filtering Based on Diffusion Models: Unveiling the Potential of High-Order Connectivity Yukui Hou Jin-Duk Park Won-Yong Shin 26 13 0 22 Apr 2024
How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective Siyi Lin Chongming Gao Jiawei Chen Sheng Zhou Binbin Hu Yan Feng Chun-Yen Chen Can Wang 31 8 0 18 Apr 2024
Collaborative-Enhanced Prediction of Spending on Newly Downloaded Mobile Games under Consumption Uncertainty Peijie Sun Yifan Wang Min Zhang Chuhan Wu Yan Fang Hong Zhu Yuan Fang Meng Wang OffRL 36 10 0 12 Apr 2024
Balancing Information Perception with Yin-Yang: Agent-Based Information Neutrality Model for Recommendation Systems Mengyan Wang Yuxuan Hu Shiqing Wu Weihua Li Quan-wei Bai V. Rupar 31 1 0 07 Apr 2024
Theoretical and Empirical Insights into the Origins of Degree Bias in Graph Neural Networks Arjun Subramonian Jian Kang Yizhou Sun AI4CE 37 4 0 04 Apr 2024
Generative-Contrastive Heterogeneous Graph Neural Network Yu-Chiang Frank Wang Lei Sang Yi Zhang Yiwen Zhang X. Wu 58 0 0 03 Apr 2024
How Does Message Passing Improve Collaborative Filtering? Mingxuan Ju William Shiao Zhichun Guo Yanfang Ye Yozen Liu Neil Shah Tong Zhao 42 4 0 27 Mar 2024
Stock Recommendations for Individual Investors: A Temporal Graph Network Approach with Diversification-Enhancing Contrastive Learning Youngbin Lee Yejin Kim Yongjae Lee AIFin 26 1 0 27 Mar 2024
Graph Augmentation for Recommendation Qianru Zhang Lianghao Xia Xuheng Cai Siu-keung Yiu Chao Huang Christian S. Jensen 31 5 0 25 Mar 2024
Bilateral Unsymmetrical Graph Contrastive Learning for Recommendation Jiaheng Yu Jing Li Yue He Kai Zhu Shuyi Zhang Wen Hu 24 0 0 22 Mar 2024
Towards Unified Modeling for Positive and Negative Preferences in Sign-Aware Recommendation Yuting Liu Yizhou Dang Yuliang Liang Qiang Liu Guibing Guo Jianzhe Zhao Xingwei Wang 36 2 0 13 Mar 2024
FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signal Decoupling Hongyu Zhang Dongyi Zheng Lin Zhong Xu Yang Jiyuan Feng Yu-Fei Feng Qing Liao 18 2 0 05 Mar 2024
OpenGraph: Towards Open Graph Foundation Models Lianghao Xia Ben Kao Chao Huang AI4CE 40 37 0 02 Mar 2024
Does Negative Sampling Matter? A Review with Insights into its Theory and Applications Zhen Yang Ming Ding Tinglin Huang Yukuo Cen Junshuai Song Bin Xu Yuxiao Dong Jie Tang 36 9 0 27 Feb 2024
Doubly Calibrated Estimator for Recommendation on Data Missing Not At Random Wonbin Kweon Hwanjo Yu 42 13 0 26 Feb 2024
Linear-Time Graph Neural Networks for Scalable Recommendations Jiahao Zhang Rui Xue Wenqi Fan Xin Xu Qing Li Jian Pei Xiaorui Liu AI4CE 40 25 0 21 Feb 2024
Personalized Programming Guidance based on Deep Programming Learning Style Capturing Yingfan Liu Renyu Zhu Ming Gao 25 1 0 20 Feb 2024
Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering Peijie Sun Le Wu Kun Zhang Xiangzhi Chen Mengdi Wang 26 20 0 18 Feb 2024
Large Language Model with Graph Convolution for Recommendation Yingpeng Du Ziteng Wang Zhu Sun Haoyan Chua Hongzhi Liu Zhonghai Wu Yining Ma Jie Zhang Youchen Sun 43 7 0 14 Feb 2024
Frequency-aware Graph Signal Processing for Collaborative Filtering Jiafeng Xia Dongsheng Li Hansu Gu Tun Lu Peng Zhang Li Shang Ning Gu 22 2 0 13 Feb 2024