Sequential Recommender Systems: Challenges, Progress and Prospects

28 December 2019

Papers citing "Sequential Recommender Systems: Challenges, Progress and Prospects"

35 / 85 papers shown

Title
A new transformation for embedded convolutional neural network approach toward real-time servo motor overload fault-detection Seyed Mohammad Hossein Abedy Nejad M. A. Behzadi A. Taheri 18 0 0 08 Apr 2023
Recommendation Systems in Libraries: an Application with Heterogeneous Data Sources Alessandro Speciale Greta Vallero L. Vassio Marco Mellia 10 1 0 21 Mar 2023
AutoMLP: Automated MLP for Sequential Recommendations Muyang Li Zijian Zhang Xiangyu Zhao Wanyu Wang Minghao Zhao Runze Wu Ruocheng Guo AI4TS 25 44 0 11 Mar 2023
Meta-Learning with Adaptive Weighted Loss for Imbalanced Cold-Start Recommendation Minchang Kim Yongjin Yang Jung Hyun Ryu Taesup Kim OffRL 17 5 0 28 Feb 2023
A Survey on User Behavior Modeling in Recommender Systems Zhicheng He Weiwen Liu Wei Guo Jiarui Qin Yingxue Zhang Yaochen Hu Ruiming Tang 61 30 0 22 Feb 2023
POIBERT: A Transformer-based Model for the Tour Recommendation Problem N. Ho Kwan Hui Lim 13 13 0 16 Dec 2022
Tensor-based Sequential Learning via Hankel Matrix Representation for Next Item Recommendations Evgeny Frolov Ivan V. Oseledets 8 6 0 12 Dec 2022
Intent Recognition in Conversational Recommender Systems Sahar Moradizeyveh 37 5 0 06 Dec 2022
PrefRec: Recommender Systems with Human Preferences for Reinforcing Long-term User Engagement Wanqi Xue Qingpeng Cai Zhenghai Xue Shuo Sun Shuchang Liu Dong Zheng Peng Jiang Kun Gai Bo An OffRL 26 25 0 06 Dec 2022
Influential Recommender System Haoren Zhu Hao Ge Xiaodong Gu Pengfei Zhao Lee 11 3 0 18 Nov 2022
Latent User Intent Modeling for Sequential Recommenders B. Chang Alexandros Karatzoglou Yuyan Wang Can Xu Ed H. Chi Minmin Chen OffRL 11 10 0 17 Nov 2022
Intra-session Context-aware Feed Recommendation in Live Systems Luo Ji Gao Liu Mingyang Yin Hongxia Yang 6 0 0 30 Sep 2022
Accurate Action Recommendation for Smart Home via Two-Level Encoders and Commonsense Knowledge Hyunsik Jeon Jongjin Kim Hoyoung Yoon Jaeri Lee U. Kang 16 15 0 12 Aug 2022
Trustworthy Recommender Systems Shoujin Wang Xiuzhen Zhang Yan Wang Huan Liu Francesco Ricci 32 51 0 10 Aug 2022
Modeling Multi-interest News Sequence for News Recommendation Rongyao Wang Wenpeng Lu 13 2 0 15 Jul 2022
Sequential Recommendation Model for Next Purchase Prediction Xin Chen Alex Reibman Sanjay Arora 19 3 0 06 Jul 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
ResAct: Reinforcing Long-term Engagement in Sequential Recommendation with Residual Actor Wanqi Xue Qingpeng Cai Ruohan Zhan Dong Zheng Peng Jiang Kun Gai Bo An OffRL 22 24 0 01 Jun 2022
Enhancing Sequential Recommendation with Graph Contrastive Learning Yixin Zhang Yong-jin Liu Yonghui Xu Hao Xiong Chenyi Lei Weiliang He Li-zhen Cui C. Miao 18 56 0 30 May 2022
Sequential/Session-based Recommendations: Challenges, Approaches, Applications and Opportunities Shoujin Wang Qi Zhang Liang Hu Xiuzhen Zhang Yan Wang Charu C. Aggarwal 55 36 0 22 May 2022
A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations K. Neupane Ervine Zheng Yu Kong Qi Yu 18 15 0 03 Apr 2022
Modeling Complex Dependencies for Session-based Recommendations via Graph Neural Networks Qian Zhang Wenpeng Lu GNN 6 0 0 29 Jan 2022
Sequential Item Recommendation in the MOBA Game Dota 2 Alexander Dallmann Johannes Kohlmann Daniel Zoller Andreas Hotho VLM 14 6 0 17 Jan 2022
Leaping Through Time with Gradient-based Adaptation for Recommendation Nuttapong Chairatanakul Hoang NT Xin Liu T. Murata 11 0 0 11 Dec 2021
Sequential Modeling with Multiple Attributes for Watchlist Recommendation in E-Commerce Uriel Singer Haggai Roitman Yotam Eshel A. Nus Ido Guy Or Levi Idan Hasson E. Kiperwasser 6 28 0 18 Oct 2021
Aspect-driven User Preference and News Representation Learning for News Recommendation Rongyao Wang Wenpeng Lu Shoujin Wang Xueping Peng Hao Wu Qian Zhang AI4TS 34 11 0 12 Oct 2021
Fast Variational AutoEncoder with Inverted Multi-Index for Collaborative Filtering Jin Chen Defu Lian Binbin Jin Xunpeng Huang Kai Zheng Enhong Chen BDL 26 27 0 13 Sep 2021
Graph Trend Filtering Networks for Recommendations Wenqi Fan Xiaorui Liu Wei Jin Xiangyu Zhao Jiliang Tang Qing Li 73 101 0 12 Aug 2021
Sequence Adaptation via Reinforcement Learning in Recommender Systems Stefanos Antaris Dimitrios Rafailidis 23 5 0 31 Jul 2021
Initialization Matters: Regularizing Manifold-informed Initialization for Neural Recommendation Systems Yinan Zhang Boyang Albert Li Yong-jin Liu Hao Wang C. Miao 18 10 0 09 Jun 2021
Dual Attentive Sequential Learning for Cross-Domain Click-Through Rate Prediction Pan Li Zhichao Jiang Maofei Que Yao Hu Alexander Tuzhilin LRM 7 55 0 05 Jun 2021
Graph Learning based Recommender Systems: A Review Shoujin Wang Liang Hu Yan Wang Xiangnan He Quan.Z Sheng M. Orgun LongBing Cao F. Ricci Philip S. Yu 34 198 0 13 May 2021
Adversarial and Contrastive Variational Autoencoder for Sequential Recommendation Zhe Xie Chengxuan Liu Yichi Zhang Hongtao Lu Dong Wang Yue Ding BDL DRL 28 91 0 19 Mar 2021
Jointly Modeling Intra- and Inter-transaction Dependencies with Hierarchical Attentive Transaction Embeddings for Next-item Recommendation Shoujin Wang LongBing Cao Liang Hu S. Berkovsky Xiaoshui Huang Lin Xiao Wenpeng Lu 22 23 0 30 May 2020
Deep Conversational Recommender Systems: A New Frontier for Goal-Oriented Dialogue Systems Dai Hoang Tran Quan Z. Sheng W. Zhang S. Hamad Munazza Zaib Nguyen H. Tran Lina Yao N. Khoa 11 6 0 28 Apr 2020