Sequential Recommendation with Auxiliary Item Relationships via Multi-Relational Transformer

24 October 2022

Hao Peng

Philip S. Yu

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Papers citing "Sequential Recommendation with Auxiliary Item Relationships via Multi-Relational Transformer"

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Title
Sequential Recommendation via Stochastic Self-Attention Ziwei Fan Zhiwei Liu Alice Wang Zahra Nazari Lei Zheng Hao Peng Philip S. Yu AI4TS 45 141 0 16 Jan 2022
Federated Social Recommendation with Graph Neural Network Zhiwei Liu Liangwei Yang Ziwei Fan Hao Peng Philip S. Yu FedML 45 153 0 21 Nov 2021
Pre-training Graph Neural Network for Cross Domain Recommendation Chen Wang Yueqing Liang Zhiwei Liu Tao Zhang Philip S. Yu 40 44 0 16 Nov 2021
DSKReG: Differentiable Sampling on Knowledge Graph for Recommendation with Relational GNN Yu Wang Zhiwei Liu Ziwei Fan Lichao Sun Philip S. Yu 47 47 0 26 Aug 2021
Continuous-Time Sequential Recommendation with Temporal Graph Collaborative Transformer Ziwei Fan Zhiwei Liu Jiawei Zhang Yun Xiong Lei Zheng Philip S. Yu 41 189 0 14 Aug 2021
Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation Ziwei Fan Zhiwei Liu Lei Zheng Shen Wang Philip S. Yu 63 49 0 11 Jun 2021
Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer Zhiwei Liu Ziwei Fan Yu Wang Philip S. Yu 124 146 0 02 May 2021
Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks Hao Peng Ruitong Zhang Yingtong Dou Renyu Yang Jingyi Zhang Philip S. Yu 95 116 0 16 Apr 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 104 419 0 14 Feb 2021
Basket Recommendation with Multi-Intent Translation Graph Neural Network Zhiwei Liu Xiaohan Li Ziwei Fan Stephen D. Guo Kannan Achan Philip S. Yu 42 40 0 22 Oct 2020
M2: Mixed Models with Preferences, Popularities and Transitions for Next-Basket Recommendation Bo Peng Zhiyun Ren Srinivas Parthasarathy Xia Ning 16 16 0 03 Apr 2020
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation Xiangnan He Kuan Deng Xiang Wang Yan Li Yongdong Zhang Meng Wang GNN 133 3,586 0 06 Feb 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 286 1,961 0 02 Feb 2020
CosRec: 2D Convolutional Neural Networks for Sequential Recommendation An Yan Shuo Cheng Wang-Cheng Kang Mengting Wan Julian McAuley 3DV HAI 25 123 0 27 Aug 2019
GraphSAINT: Graph Sampling Based Inductive Learning Method Hanqing Zeng Hongkuan Zhou Ajitesh Srivastava Rajgopal Kannan Viktor Prasanna GNN 118 962 0 10 Jul 2019
KGAT: Knowledge Graph Attention Network for Recommendation Xiang Wang Xiangnan He Yixin Cao Meng Liu Tat-Seng Chua OffRL 67 1,803 0 20 May 2019
Relational Collaborative Filtering:Modeling Multiple Item Relations for Recommendation Xin Xin Xiangnan He Yongfeng Zhang Yongdong Zhang J. Jose 48 162 0 29 Apr 2019
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer Fei Sun Jun Liu Jian Wu Changhua Pei Xiao Lin Wenwu Ou Peng Jiang BDL HAI 130 2,129 0 14 Apr 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.0K 93,936 0 11 Oct 2018
Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding Jiaxi Tang Ke Wang BDL 53 1,682 0 19 Sep 2018
Self-Attentive Sequential Recommendation Wang-Cheng Kang Julian McAuley HAI BDL 105 2,390 0 20 Aug 2018
RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems Hongwei Wang Fuzheng Zhang Jialin Wang Miao Zhao Wenjie Li Xing Xie Minyi Guo 65 1,039 0 09 Mar 2018
Personalizing Session-based Recommendations with Hierarchical Recurrent Neural Networks Massimo Quadrana Alexandros Karatzoglou Balázs Hidasi Paolo Cremonesi 29 643 0 13 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 490 129,831 0 12 Jun 2017
Analogical Inference for Multi-Relational Embeddings Hanxiao Liu Yuexin Wu Yiming Yang 73 374 0 06 May 2017
Session-based Recommendations with Recurrent Neural Networks Balázs Hidasi Alexandros Karatzoglou L. Baltrunas D. Tikk 54 2,055 0 21 Nov 2015
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 80 3,174 0 20 Dec 2014
BPR: Bayesian Personalized Ranking from Implicit Feedback Steffen Rendle Christoph Freudenthaler Zeno Gantner Lars Schmidt-Thieme BDL 106 5,696 0 09 May 2012