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

Meng Wang

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

16 / 16 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 28 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 80 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
AutoSAM: Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems H. Zhang Mingyue Cheng Qi Liu Z. Liu Junzhe Jiang Enhong Chen AI4TS 44 3 0 03 Jan 2025
Path-Specific Causal Reasoning for Fairness-aware Cognitive Diagnosis Dacao Zhang Kun Zhang Le Wu Mi Tian Richang Hong M. Wang 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 24 6 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 88 413 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 45 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 4,203 0 23 Aug 2019
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014