Learning Intents behind Interactions with Knowledge Graph for Recommendation

14 February 2021

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Papers citing "Learning Intents behind Interactions with Knowledge Graph for Recommendation"

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Title
LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture Yanhui Li Dongxia Wang Zhu Sun Haonan Zhang Huizhong Guo 100 0 0 12 Jun 2025
Benchmarking Recommendation, Classification, and Tracing Based on Hugging Face Knowledge Graph Qiaosheng Chen Kaijia Huang Xiao Zhou Weiqing Luo Yuanning Cui Gong Cheng CVBM VLM 77 0 0 23 May 2025
Explain What You Mean: Intent Augmented Knowledge Graph Recommender Built With An LLM Wenqing Zheng Noah Fatsi Daniel Barcklow Dmitri Kalaev Steven Yao Owen Reinert C. Bayan Bruss Daniele Rosa 34 0 0 16 May 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 132 0 0 06 Feb 2025
RecKG: Knowledge Graph for Recommender Systems Junhyuk Kwon Seokho Ahn Young-Duk Seo 130 1 0 08 Jan 2025
KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion Dong Hyun Jeon Wenbo Sun Haoze Song Dongfang Liu Velasquez Alvaro Yixin Xie Shuteng Niu 103 1 0 07 Jan 2025
Topic-Aware Knowledge Graph with Large Language Models for Interoperability in Recommender Systems Minhye Jeon Seokho Ahn Young-Duk Seo 124 2 0 28 Dec 2024
Bridging the User-side Knowledge Gap in Knowledge-aware Recommendations with Large Language Models Zheng Hu Zhe Li Ziyun Jiao Satoshi Nakagawa Jiawen Deng Shimin Cai Tao Zhou Fuji Ren RALM 111 3 0 18 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 122 3 0 16 Oct 2024
Learning to Solve Abstract Reasoning Problems with Neurosymbolic Program Synthesis and Task Generation J. Bednarek K. Krawiec LRM NAI 90 0 0 06 Oct 2024
GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding Yukun Cao Shuo Han Zengyi Gao Zezhong Ding Xike Xie S. Kevin Zhou 99 9 0 05 Sep 2024
Enhancing Heterogeneous Knowledge Graph Completion with a Novel GAT-based Approach Wanxu Wei Yitong Song Bin Yao 79 7 0 05 Aug 2024
Review of Explainable Graph-Based Recommender Systems Thanet Markchom Huizhi Liang James Ferryman XAI 112 0 0 31 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 63 0 0 04 Jul 2024
A Unified Framework for Combinatorial Optimization Based on Graph Neural Networks Yaochu Jin Xueming Yan Shiqing Liu Xiangyu Wang 115 3 0 19 Jun 2024
When Box Meets Graph Neural Network in Tag-aware Recommendation Fake Lin Ziwei Zhao Xi Zhu Da Zhang Shitian Shen Xueying Li Tong Xu Suojuan Zhang Enhong Chen 108 4 0 17 Jun 2024
Towards Better Benchmark Datasets for Inductive Knowledge Graph Completion Harry Shomer Jay Revolinsky Jiliang Tang 56 0 0 14 Jun 2024
i $^2$ VAE: Interest Information Augmentation with Variational Regularizers for Cross-Domain Sequential Recommendation Xuying Ning Wujiang Xu Tianxin Wei Xiaolei Liu VLM 15 1 0 31 May 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 Qing Cui Lei Liang Hua-zeng Chen Wen Zhang CLL 87 2 0 21 May 2024
Knowledge Graph Pruning for Recommendation Fake Lin Xi Zhu Ziwei Zhao Deqiang Huang Yu Yu Xueying Li Zhi Zheng Tong Xu Enhong Chen 66 0 0 19 May 2024
CausalMed: Causality-Based Personalized Medication Recommendation Centered on Patient health state Xiang Li Shunpan Liang Yu Lei Chen Li Yulei Hou Tengfei Ma AI4TS CML 53 3 0 18 Apr 2024
Knowledge-Aware Multi-Intent Contrastive Learning for Multi-Behavior Recommendation Shunpan Liang Junjie Zhao Chen Li Yu Lei HAI 35 1 0 18 Apr 2024
Potentials of the Metaverse for Robotized Applications in Industry 4.0 and Industry 5.0 E. Kaigom 70 2 0 31 Mar 2024
Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users Yejin Kim Scott Rome Kevin Foley Mayur Nankani Rimon Melamed Javier Morales Abhay Yadav Maria Peifer Sardar Hamidian H. H. Huang 88 0 0 27 Mar 2024
Knowledge-Enhanced Recommendation with User-Centric Subgraph Network Guangyi Liu Quanming Yao Yongqi Zhang Lei Chen 46 2 0 21 Mar 2024
InBox: Recommendation with Knowledge Graph using Interest Box Embedding Zezhong Xu Yincen Qu Wen Zhang Lei Liang Hua-zeng Chen 53 1 0 19 Mar 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 93 7 0 11 Mar 2024
Conditional Logical Message Passing Transformer for Complex Query Answering Chongzhi Zhang Zhiping Peng Junhao Zheng Qianli Ma 69 1 0 20 Feb 2024
GITA: Graph to Visual and Textual Integration for Vision-Language Graph Reasoning Yanbin Wei Shuai Fu Weisen Jiang Zejian Zhang Zhixiong Zeng Qi Wu James T. Kwok Yu Zhang 79 16 0 03 Feb 2024
Within-basket Recommendation via Neural Pattern Associator Kai Luo Tianshu Shen Lan Yao Ga Wu A. Liblong Istvan Fehervari Ruijian An Jawad Ahmed Harshit Mishra Charu Pujari AI4TS 34 2 0 25 Jan 2024
Hypergraph Enhanced Knowledge Tree Prompt Learning for Next-Basket Recommendation Zi-Feng Mai Chang-Dong Wang Zhongjie Zeng Ya Li Jiaquan Chen Philip S. Yu 57 1 0 26 Dec 2023
Embedding in Recommender Systems: A Survey Xiangyu Zhao Maolin Wang Xinjian Zhao Jiansheng Li Shucheng Zhou Dawei Yin Qing Li Jiliang Tang Ruocheng Guo AI4TS 73 12 0 28 Oct 2023
Knowledge Graph Context-Enhanced Diversified Recommendation Xiao-lin Liu Liangwei Yang Zhiwei Liu Mingdai Yang Chen Wang Hao Peng Philip S. Yu 79 4 0 20 Oct 2023
GraphGPT: Graph Instruction Tuning for Large Language Models Jiabin Tang Yuhao Yang Wei Wei Lei Shi Lixin Su Suqi Cheng Dawei Yin Chao Huang 149 146 0 19 Oct 2023
MeKB-Rec: Personal Knowledge Graph Learning for Cross-Domain Recommendation Xin Su Yao Zhou Zifei Shan Qian Chen 49 0 0 17 Oct 2023
On the Sweet Spot of Contrastive Views for Knowledge-enhanced Recommendation Haibo Ye Xinjie Li Yuan Yao Hanghang Tong 64 1 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 69 1 0 21 Sep 2023
Knowledge-grounded Natural Language Recommendation Explanation Anthony Colas Jun Araki Zhengyu Zhou Bingqing Wang Z. Feng 65 7 0 30 Aug 2023
Knowledge-based Multiple Adaptive Spaces Fusion for Recommendation Meng Yuan Fuzhen Zhuang Zhao Zhang Deqing Wang Jin Dong 138 5 0 29 Aug 2023
SSLRec: A Self-Supervised Learning Framework for Recommendation Xubin Ren Lianghao Xia Yuhao Yang Wei Wei Tianle Wang Xuheng Cai Chao Huang 111 36 0 10 Aug 2023
Understanding User Intent Modeling for Conversational Recommender Systems: A Systematic Literature Review Siamak Farshidi Kiyan Rezaee Sara Mazaheri Amir Rahimi Ali Dadashzadeh Morteza Ziabakhsh S. Eskandari S. Jansen 59 6 0 05 Aug 2023
Knowledge-aware Collaborative Filtering with Pre-trained Language Model for Personalized Review-based Rating Prediction Quanxiu Wang Xinlei Cao Jianyong Wang Wei Zhang VLM 40 7 0 02 Aug 2023
6G Network Business Support System Ye Ouyang Yaqin Zhang Peng Wang Yun-Yun Liu Wenhui Qiao Junting Zhu Yang Liu Feng Zhang Shuling Wang Xidong Wang 39 1 0 19 Jul 2023
Knowledge Graph Self-Supervised Rationalization for Recommendation Yuhao Yang Chao Huang Lianghao Xia Chunzhen Huang 102 99 0 06 Jul 2023
G-STO: Sequential Main Shopping Intention Detection via Graph-Regularized Stochastic Transformer Yuchen Zhuang Xin Shen Yan Zhao Chaosheng Dong Ming Wang Jin Li Chao Zhang AI4TS 57 3 0 25 Jun 2023
Torsion Graph Neural Networks Cong Shen Xiang Liu Jiawei Luo Kelin Xia 66 0 0 23 Jun 2023
Recent Developments in Recommender Systems: A Survey Yang Li Kangbo Liu Ranjan Satapathy Suhang Wang Erik Cambria OffRL 130 35 0 22 Jun 2023
DKINet: Medication Recommendation via Domain Knowledge Informed Deep Learning Sicen Liu Xiaolong Wang Xianbing Zhao Haoxing Chen 80 1 0 31 May 2023
BookGPT: A General Framework for Book Recommendation Empowered by Large Language Model Aakas Zhiyuli YanFang Chen Xuan Zhang Xun Liang ALM LLMAG 94 33 0 25 May 2023
Multi-behavior Self-supervised Learning for Recommendation Jingcao Xu Chaokun Wang Cheng Wu Yang Song Kai Zheng Xiaowei Wang Changping Wang Guorui Zhou Kun Gai 66 35 0 22 May 2023