v1v2v3 (latest)

Latent Relational Metric Learning via Memory-based Attention for Collaborative Ranking

17 July 2017

Papers citing "Latent Relational Metric Learning via Memory-based Attention for Collaborative Ranking"

50 / 66 papers shown

Title
Advancing Loss Functions in Recommender Systems: A Comparative Study with a Rényi Divergence-Based Solution Shengjia Zhang Jiawei Chen Changdong Li Sheng Zhou Qihao Shi Yan Feng Chun-Yen Chen C. Wang 25 0 0 18 Jun 2025
Multi-agents based User Values Mining for Recommendation Lawrence Yunliang Chen Wei Yuan Tong Chen Xiangyu Zhao Nguyen Quoc Viet Hung Hongzhi Yin OffRL 131 0 0 02 May 2025
A Contrastive Framework with User, Item and Review Alignment for Recommendation Hoang V. Dong Yuan Fang Hady W. Lauw 456 2 0 21 Jan 2025
PSL: Rethinking and Improving Softmax Loss from Pairwise Perspective for Recommendation Weiqin Yang Jiawei Chen Xin Xin Sheng Zhou Binbin Hu Yan Feng Chong Chen Can Wang 133 2 0 31 Oct 2024
A Fashion Item Recommendation Model in Hyperbolic Space Ryotaro Shimizu Yu Wang Masanari Kimura Yuki Hirakawa Takashi Wada Yuki Saito Julian McAuley 61 3 0 04 Sep 2024
Improved Diversity-Promoting Collaborative Metric Learning for Recommendation Shilong Bao Qianqian Xu Zhiyong Yang Yuan He Xiaochun Cao Qingming Huang 143 6 0 02 Sep 2024
Semantic-Enhanced Relational Metric Learning for Recommender Systems Mingming Li Fuqing Zhu Feng Yuan Songlin Hu 108 0 0 07 Jun 2024
Enriching User Shopping History: Empowering E-commerce with a Hierarchical Recommendation System Irem Islek Ş. Öğüdücü 33 0 0 15 Mar 2024
Improving One-class Recommendation with Multi-tasking on Various Preference Intensities Chu-Jen Shao Hao-Ming Fu Pu-Jen Cheng 46 1 0 18 Jan 2024
Neuro-Symbolic Recommendation Model based on Logic Query Maonian Wu Bang-Chao Chen Shaojun Zhu Bo Zheng Wei Peng Mingyi Zhang NAI 104 3 0 14 Sep 2023
Interactive Graph Convolutional Filtering Jin Zhang Defu Lian Hong Xie Yawen Li Enhong Chen 67 0 0 04 Sep 2023
Pre-trained Neural Recommenders: A Transferable Zero-Shot Framework for Recommendation Systems Junting Wang A. Krishnan Hari Sundaram Yunzhe Li VLM 45 5 0 03 Sep 2023
Bridging Offline-Online Evaluation with a Time-dependent and Popularity Bias-free Offline Metric for Recommenders Petr Kasalický Rodrigo Alves Pavel Kordík OffRL 48 0 0 14 Aug 2023
Attention Mixtures for Time-Aware Sequential Recommendation Viet-Anh Tran Guillaume Salha-Galvan Bruno Sguerra Romain Hennequin 75 21 0 17 Apr 2023
Multi-Metric AutoRec for High Dimensional and Sparse User Behavior Data Prediction Cheng Liang Teng Huang Yi He Song Deng Di Wu Xin Luo 46 0 0 20 Dec 2022
Blurring-Sharpening Process Models for Collaborative Filtering Jeongwhan Choi Seoyoung Hong Noseong Park Sung-Bae Cho 80 45 0 17 Nov 2022
The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm Shilong Bao Qianqian Xu Zhiyong Yang Yuan He Xiaochun Cao Qingming Huang 77 9 0 30 Sep 2022
HICF: Hyperbolic Informative Collaborative Filtering Menglin Yang Zhihao Li Min Zhou Jiahong Liu Irwin King 76 55 0 19 Jul 2022
Collaboration-Aware Graph Convolutional Network for Recommender Systems Yu Wang Yuying Zhao Yi Zhang Hanyu Wang GNN 71 63 0 03 Jul 2022
Rethinking Collaborative Metric Learning: Toward an Efficient Alternative without Negative Sampling Shilong Bao Qianqian Xu Zhiyong Yang Xiaochun Cao Qingming Huang 66 14 0 23 Jun 2022
HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization Menglin Yang Min Zhou Jiahong Liu Defu Lian Irwin King 85 91 0 18 Apr 2022
A Multi-Metric Latent Factor Model for Analyzing High-Dimensional and Sparse data Di Wu Peng Zhang Yi He Xin Luo 23 1 0 16 Apr 2022
IA-GCN: Interactive Graph Convolutional Network for Recommendation Yinan Zhang Pei Wang Congcong Liu Xiwei Zhao Hao Qi Jie He Junsheng Jin Changping Peng Zhangang Lin Jingping Shao GNN 62 6 0 08 Apr 2022
Consensus Learning from Heterogeneous Objectives for One-Class Collaborative Filtering SeongKu Kang Dongha Lee Wonbin Kweon Junyoung Hwang Hwanjo Yu 59 12 0 26 Feb 2022
Sequential Recommendation via Stochastic Self-Attention Ziwei Fan Zhiwei Liu Alice Wang Zahra Nazari Lei Zheng Hao Peng Philip S. Yu AI4TS 91 145 0 16 Jan 2022
ShufaNet: Classification method for calligraphers who have reached the professional level Yunfei Ge Changyu Diao Min Li Ruohan Yu Linshan Qiu Duanqing Xu 39 2 0 22 Nov 2021
Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network Lianghao Xia Chao Huang Yong-mei Xu Peng Dai Bo Zhang Liefeng Bo MLAU 151 130 0 08 Oct 2021
Augmenting the User-Item Graph with Textual Similarity Models F. López Martin Scholz Jessica Yung Marie Pellat Michael Strube Lucas Dixon 42 5 0 20 Sep 2021
Few-shot Learning in Emotion Recognition of Spontaneous Speech Using a Siamese Neural Network with Adaptive Sample Pair Formation Kexin Feng Theodora Chaspari 60 26 0 07 Sep 2021
How Powerful is Graph Convolution for Recommendation? Yifei Shen Yongji Wu Yao Zhang Caihua Shan Jun Zhang Khaled B. Letaief Dongsheng Li GNN 77 102 0 17 Aug 2021
Hierarchical Latent Relation Modeling for Collaborative Metric Learning Viet-Anh Tran Guillaume Salha-Galvan Romain Hennequin Manuel Moussallam 59 10 0 26 Jul 2021
Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation Ziwei Fan Zhiwei Liu Lei Zheng Shen Wang Philip S. Yu 89 51 0 11 Jun 2021
Where are we in embedding spaces? A Comprehensive Analysis on Network Embedding Approaches for Recommender Systems Sixiao Zhang Hongxu Chen Xiao Ming Li-zhen Cui Hongzhi Yin Guandong Xu 71 40 0 19 May 2021
A Survey on Accuracy-oriented Neural Recommendation: From Collaborative Filtering to Information-rich Recommendation Le Wu Xiangnan He Xiang Wang Kun Zhang Meng Wang HAI 162 299 0 27 Apr 2021
Dual Metric Learning for Effective and Efficient Cross-Domain Recommendations Pan Li Alexander Tuzhilin 72 54 0 17 Apr 2021
Probabilistic Metric Learning with Adaptive Margin for Top-K Recommendation Chen Ma Liheng Ma Yingxue Zhang Ruiming Tang Xue Liu Mark Coates 107 50 0 13 Jan 2021
Learning User Representations with Hypercuboids for Recommender Systems Shuai Zhang Huoyu Liu Aston Zhang Yue Hu Ce Zhang Yumeng Li Tanchao Zhu Shaojian He Wenwu Ou 48 17 0 11 Nov 2020
Attentive Autoencoders for Multifaceted Preference Learning in One-class Collaborative Filtering Zheda Mai Ga Wu Kai Luo Scott Sanner 33 2 0 24 Oct 2020
Deep Learning Techniques for Future Intelligent Cross-Media Retrieval S. Rehman M. Waqas Shanshan Tu Anis Koubaa O. Rehman Jawad Ahmad Muhammad Hanif Zhu Han 41 6 0 21 Jul 2020
Disentangled Graph Collaborative Filtering Xiang Wang Hongye Jin An Zhang Xiangnan He Tong Xu Tat-Seng Chua 113 555 0 03 Jul 2020
Survey for Trust-aware Recommender Systems: A Deep Learning Perspective Manqing Dong Feng Yuan Lina Yao Xianzhi Wang Xiwei Xu Liming Zhu 68 8 0 08 Apr 2020
Deep Learning on Knowledge Graph for Recommender System: A Survey Y. Gao Yifan Li Yu Lin Hang Gao Latifur Khan 82 48 0 25 Mar 2020
Neural Attentive Multiview Machines Oren Barkan Ori Katz Noam Koenigstein HAI 53 18 0 18 Feb 2020
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation Xiangnan He Kuan Deng Xiang Wang Yan Li Yongdong Zhang Meng Wang GNN 211 3,728 0 06 Feb 2020
A Troubling Analysis of Reproducibility and Progress in Recommender Systems Research Maurizio Ferrari Dacrema Simone Boglio Paolo Cremonesi Dietmar Jannach 85 199 0 18 Nov 2019
Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches Maurizio Ferrari Dacrema Paolo Cremonesi Dietmar Jannach 57 591 0 16 Jul 2019
Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering Xiaoyu Du Xiangnan He Fajie Yuan Jinhui Tang Zhiguang Qin Tat-Seng Chua HAI 40 26 0 26 Jun 2019
Collaborative Metric Learning with Memory Network for Multi-Relational Recommender Systems Xiao Zhou Danyang Liu Jianxun Lian Xing Xie 74 35 0 24 Jun 2019
Quaternion Collaborative Filtering for Recommendation Shuai Zhang Lina Yao Lucas Vinh Tran Aston Zhang Yi Tay 69 27 0 06 Jun 2019
DeepRec: An Open-source Toolkit for Deep Learning based Recommendation Shuai Zhang Yi Tay Lina Yao Bin Wu Aixin Sun VLM 43 23 0 25 May 2019