A Survey on Accuracy-oriented Neural Recommendation: From Collaborative
Filtering to Information-rich Recommendation

A Survey on Accuracy-oriented Neural Recommendation: From Collaborative Filtering to Information-rich Recommendation

27 April 2021

Xiang Wang

Anton van den Hengel

Meng Wang

Papers citing "A Survey on Accuracy-oriented Neural Recommendation: From Collaborative Filtering to Information-rich Recommendation"

17 / 17 papers shown

Title
M2Rec: Multi-scale Mamba for Efficient Sequential Recommendation Qianru Zhang Liang Qu Honggang Wen Dong Huang S. Yiu Nguyen Quoc Viet Hung Hongzhi Yin Mamba 32 0 0 07 May 2025
A Survey on LLM-powered Agents for Recommender Systems Qiyao Peng Hongtao Liu Hua Huang Qing Yang Minglai Shao LLMAG LRM 86 2 0 14 Feb 2025
SS4Rec: Continuous-Time Sequential Recommendation with State Space Models Wei Xiao Huiying Wang Qifeng Zhou 59 0 0 12 Feb 2025
Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation Dongjie Wang Yanyong Huang Wangyang Ying Haoyue Bai Nanxu Gong ... Meng Xiao Pengfei Wang P. Wang Hui Xiong Yanjie Fu LMTD 45 5 0 17 Jan 2025
AutoSAM: Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems H. Zhang Mingyue Cheng Qi Liu Ziqiang Liu Junzhe Jiang Enhong Chen AI4TS 46 3 0 03 Jan 2025
Path-Specific Causal Reasoning for Fairness-aware Cognitive Diagnosis Dacao Zhang Anton van den Hengel Le Wu Mi Tian Richang Hong Hao Wu 35 5 0 05 Jun 2024
How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective Siyi Lin Chongming Gao Jiawei Chen Sheng Zhou Binbin Hu Yan Feng Chun-Yen Chen Can Wang 26 7 0 18 Apr 2024
Empirical and Experimental Perspectives on Big Data in Recommendation Systems: A Comprehensive Survey Kamal Taha Paul D. Yoo Aya Taha 26 2 0 01 Feb 2024
Single-User Injection for Invisible Shilling Attack against Recommender Systems Chengzhi Huang Hui Li 24 13 0 21 Aug 2023
Incorporating Recklessness to Collaborative Filtering based Recommender Systems Diego Pérez-López Fernando Ortega Ángel González-Prieto Jorge Duenas-Lerín 21 1 0 03 Aug 2023
Recommender Systems: A Primer P. Castells Dietmar Jannach OffRL 32 5 0 06 Feb 2023
Restricted Bernoulli Matrix Factorization: Balancing the trade-off between prediction accuracy and coverage in classification based collaborative filtering Ángel González-Prieto Abraham Gutiérrez Fernando Ortega R. Lara-Cabrera 31 0 0 05 Oct 2022
Learning Intents behind Interactions with Knowledge Graph for Recommendation Xiang Wang Tinglin Huang Dingxian Wang Yancheng Yuan Zhenguang Liu Xiangnan He Tat-Seng Chua 88 414 0 14 Feb 2021
Probabilistic Metric Learning with Adaptive Margin for Top-K Recommendation Chen-li Ma Liheng Ma Yingxue Zhang Ruiming Tang Xue Liu Mark J. Coates 50 49 0 13 Jan 2021
Fast Adaptively Weighted Matrix Factorization for Recommendation with Implicit Feedback Jiawei Chen Can Wang Sheng Zhou Qihao Shi Jingbang Chen Yan Feng Chun-Yen Chen OffRL 40 56 0 04 Mar 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 323 4,212 0 23 Aug 2019
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014