Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network

8 October 2021

Lianghao Xia

Chao Huang

Papers citing "Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network"

29 / 29 papers shown

Title
Tricolore: Multi-Behavior User Profiling for Enhanced Candidate Generation in Recommender Systems Xiao Zhou Zhongxiang Zhao Hanze Guo 133 0 0 04 May 2025
Multi-Behavior Recommender Systems: A Survey Kyungho Kim Sunwoo Kim Geon Lee Jinhong Jung Kijung Shin AI4CE 62 0 0 10 Mar 2025
Joint Modeling in Recommendations: A Survey Xiangyu Zhao Yichao Wang Bo Chen Jingtong Gao Yuhao Wang Xiaopeng Li Pengyue Jia Q. Liu Huifeng Guo Ruiming Tang 39 0 0 28 Feb 2025
Combinatorial Optimization Perspective based Framework for Multi-behavior Recommendation Chenhao Zhai Chang Meng Yu Yang Kexin Zhang Xuhao Zhao Xiu Li 84 0 0 04 Feb 2025
RecKG: Knowledge Graph for Recommender Systems Junhyuk Kwon Seokho Ahn Young-Duk Seo 44 1 0 08 Jan 2025
DiffGraph: Heterogeneous Graph Diffusion Model Zongwei Li Lianghao Xia Hua Hua Shijie Zhang Shuangyang Wang C. Huang 41 0 0 04 Jan 2025
ContextGNN: Beyond Two-Tower Recommendation Systems Yiwen Yuan Zecheng Zhang Xinwei He Akihiro Nitta Weihua Hu ... Blaž Stojanovič Alan Krumholz J. E. Lenssen J. Leskovec Matthias Fey 62 5 0 29 Nov 2024
Multi-Channel Hypergraph Contrastive Learning for Matrix Completion Xiang Li Changsheng Shui Yanwei Yu Chao Huang Zhongying Zhao Junyu Dong 24 0 0 02 Nov 2024
Denoising Pre-Training and Customized Prompt Learning for Efficient Multi-Behavior Sequential Recommendation Hao Wang Yongqiang Han Kefan Wang Kai Cheng Zhen Wang Wei Guo Yong Liu Defu Lian Enhong Chen 40 2 0 21 Aug 2024
HMAR: Hierarchical Masked Attention for Multi-Behaviour Recommendation Shereen Elsayed Ahmed Rashed Lars Schmidt-Thieme 56 1 0 29 Apr 2024
Personalized Behavior-Aware Transformer for Multi-Behavior Sequential Recommendation Jiajie Su Chaochao Chen Zibin Lin Xi Li Weiming Liu Xiaolin Zheng 38 23 0 22 Feb 2024
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 13 31 0 22 May 2023
Instant Representation Learning for Recommendation over Large Dynamic Graphs Cheng Wu Chao-Hong Wang Jingcao Xu Ziwei Fang Tiankai Gu Changping Wang Yang Song Kai Zheng Xiaowei Wang Guorui Zhou AI4TS 32 6 0 22 May 2023
Compressed Interaction Graph based Framework for Multi-behavior Recommendation Wei Guo Chang Meng Enming Yuan Zhicheng He Huifeng Guo ... Bo Chen Yaochen Hu Ruiming Tang Xiufeng Li Rui Zhang 33 20 0 04 Mar 2023
A Survey on User Behavior Modeling in Recommender Systems Zhicheng He Weiwen Liu Wei Guo Jiarui Qin Yingxue Zhang Yaochen Hu Ruiming Tang 52 30 0 22 Feb 2023
Knowledge Enhancement for Contrastive Multi-Behavior Recommendation Hongrui Xuan Yi Liu Bohan Li Hongzhi Yin 24 66 0 13 Jan 2023
Multiplex Heterogeneous Graph Convolutional Network YU Peng Chaofan Fu Yanwei Yu Chao Huang Zhongying Zhao Junyu Dong 24 65 0 12 Aug 2022
Coarse-to-Fine Knowledge-Enhanced Multi-Interest Learning Framework for Multi-Behavior Recommendation Chang Meng Ziqi Zhao Wei Guo Yingxue Zhang Haolun Wu Chen Gao Dong Li Xiu Li Ruiming Tang 28 22 0 03 Aug 2022
Multi-Behavior Sequential Recommendation with Temporal Graph Transformer Lianghao Xia Chao Huang Yong-mei Xu Jiangsen Pei HAI 33 50 0 06 Jun 2022
Contrastive Meta Learning with Behavior Multiplicity for Recommendation Wei Wei Chao Huang Lianghao Xia Yong-mei Xu Jiashu Zhao Dawei Yin 29 160 0 17 Feb 2022
Collaborative Reflection-Augmented Autoencoder Network for Recommender Systems Lianghao Xia Chao Huang Yong-mei Xu Huance Xu Xiang Li Weiguo Zhang HAI 25 10 0 10 Jan 2022
Multi-Behavior Enhanced Recommendation with Cross-Interaction Collaborative Relation Modeling Lianghao Xia Chao Huang Yong-mei Xu Peng Dai Mengyin Lu Liefeng Bo 31 47 0 07 Jan 2022
Global Context Enhanced Social Recommendation with Hierarchical Graph Neural Networks Huance Xu Chao Huang Yong-mei Xu Lianghao Xia Hao Xing Dawei Yin 16 33 0 08 Oct 2021
Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation Lianghao Xia Chao Huang Yong-mei Xu Peng Dai Xiyue Zhang Hongsheng Yang J. Pei Liefeng Bo 119 192 0 08 Oct 2021
Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation Chao Huang Jiahui Chen Lianghao Xia Yong-mei Xu Peng Dai Yanqing Chen Liefeng Bo Jiashu Zhao Xiangji Huang 97 93 0 08 Oct 2021
Knowledge-aware Coupled Graph Neural Network for Social Recommendation Chao Huang Huance Xu Yong-mei Xu Peng Dai Lianghao Xia Mengyin Lu Liefeng Bo Hao Xing Xiaoping Lai Yanfang Ye 19 169 0 08 Oct 2021
Graph Meta Network for Multi-Behavior Recommendation Lianghao Xia Yong-mei Xu Chao Huang Peng Dai Liefeng Bo AI4CE 64 186 0 08 Oct 2021
Recent Advances in Heterogeneous Relation Learning for Recommendation Chao Huang 68 32 0 07 Oct 2021
DMBGN: Deep Multi-Behavior Graph Networks for Voucher Redemption Rate Prediction Fengtong Xiao Lin Li Weinan Xu Jingyu Zhao Xiaofeng Yang Jun Lang Hao Wang 21 14 0 07 Jun 2021