Knowledge Graph Self-Supervised Rationalization for Recommendation

6 July 2023

Yuhao Yang

Chao Huang

Lianghao Xia

Chunzhen Huang

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Papers citing "Knowledge Graph Self-Supervised Rationalization for Recommendation"

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Title
MMHCL: Multi-Modal Hypergraph Contrastive Learning for Recommendation Xu Guo Tong Zhang Fuyun Wang Xudong Wang X. Zhang Xin Liu Zhen Cui 35 0 0 23 Apr 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
NetChain: Authenticated Blockchain Top-k Graph Data Queries and its Application in Asset Management Hongguang Zhao Xu Yang Saiyu Qi Qiuhao Wang Ke Li 42 0 0 28 Jan 2025
RecKG: Knowledge Graph for Recommender Systems Junhyuk Kwon Seokho Ahn Young-Duk Seo 44 1 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 40 0 0 07 Jan 2025
S $^2$ DN: Learning to Denoise Unconvincing Knowledge for Inductive Knowledge Graph Completion Tengfei Ma Yujie Chen Liang Wang Xuan Lin Bosheng Song Xiangxiang Zeng 67 0 0 20 Dec 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
Innovative Thinking, Infinite Humor: Humor Research of Large Language Models through Structured Thought Leaps Han Wang Yilin Zhao Dian Li Xiaohan Wang Gang Liu Xuguang Lan H. Wang LRM 40 1 0 14 Oct 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
When Box Meets Graph Neural Network in Tag-aware Recommendation Fake Lin Ziwei Zhao Xi Zhu Da Zhang Shitian Shen Xueying Li Tong Bill Xu Suojuan Zhang Enhong Chen 26 4 0 17 Jun 2024
XRec: Large Language Models for Explainable Recommendation Qiyao Ma Xubin Ren Chao Huang LRM 29 17 0 04 Jun 2024
Knowledge Graph Pruning for Recommendation Fake Lin Xi Zhu Ziwei Zhao Deqiang Huang Yu Yu Xueying Li Zhi Zheng Tong Bill Xu Enhong Chen 29 0 0 19 May 2024
A Comprehensive Survey on Self-Supervised Learning for Recommendation Xubin Ren Wei Wei Lianghao Xia Chao Huang SSL 29 9 0 04 Apr 2024
Search Intenion Network for Personalized Query Auto-Completion in E-Commerce Wei Bao Mi Zhang Tao Zhang Chengfu Huo 15 0 0 05 Mar 2024
SSLRec: A Self-Supervised Learning Framework for Recommendation Xubin Ren Lianghao Xia Yuhao Yang Wei Wei Tianle Wang Xuheng Cai Chao Huang 28 33 0 10 Aug 2023
A Comprehensive Survey on Deep Graph Representation Learning Wei Ju Zheng Fang Yiyang Gu Zequn Liu Qingqing Long ... Jingyang Yuan Yusheng Zhao Yifan Wang Xiao Luo Ming Zhang GNN AI4TS 31 141 0 11 Apr 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,434 0 11 Nov 2021
Learning Intents behind Interactions with Knowledge Graph for Recommendation Xiang Wang Tinglin Huang Dingxian Wang Yancheng Yuan Zhenguang Liu Xiangnan He Tat-Seng Chua 88 413 0 14 Feb 2021
Heterogeneous Graph Transformer Ziniu Hu Yuxiao Dong Kuansan Wang Yizhou Sun 185 1,169 0 03 Mar 2020
K-BERT: Enabling Language Representation with Knowledge Graph Weijie Liu Peng Zhou Zhe Zhao Zhiruo Wang Qi Ju Haotang Deng Ping Wang 229 778 0 17 Sep 2019