Title
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AdaptiveRec: Adaptively Construct Pairs for Contrastive Learning in Sequential Recommendation Jaeheyoung Jeon Jung Hyun Ryu Jewoong Cho Myung-joo Kang 22 1 0 07 Jul 2023
Self Contrastive Learning for Session-based Recommendation Zhengxiang Shi Xi Wang Aldo Lipani 39 5 0 02 Jun 2023
GARCIA: Powering Representations of Long-tail Query with Multi-granularity Contrastive Learning Weifan Wang Binbin Hu Zhicheng Peng Mingjie Zhong Qing Cui Zhongyi Liu Guannan Zhang Jun Zhou 21 3 0 25 Apr 2023
Self-supervised Graph-based Point-of-interest Recommendation Yong Li Tong Chen P. Zhang Zi Huang Hongzhi Yin 28 4 0 22 Oct 2022
Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning Zihan Lin Changxin Tian Yupeng Hou Wayne Xin Zhao 22 419 0 13 Feb 2022
Contrastive Self-supervised Sequential Recommendation with Robust Augmentation Zhiwei Liu Yong-Guang Chen Jia Li Philip S. Yu Julian McAuley Caiming Xiong 20 164 0 14 Aug 2021
Adaptive Clustering and Personalization in Multi-Agent Stochastic Linear Bandits A. Ghosh Abishek Sankararaman Kannan Ramchandran 25 4 0 15 Jun 2021
Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer Zhiwei Liu Ziwei Fan Yu Wang Philip S. Yu 111 145 0 02 May 2021
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents Mohammad Kachuee Hao Yuan Young-Bum Kim Sungjin Lee 27 25 0 21 Oct 2020
Self-supervised Graph Learning for Recommendation Jiancan Wu Xiang Wang Fuli Feng Xiangnan He Liang Chen Jianxun Lian Xing Xie SSL 16 1,120 0 21 Oct 2020
CoLES: Contrastive Learning for Event Sequences with Self-Supervision Dmitrii Babaev Ivan Kireev Nikita Ovsov Maria Ivanova Gleb Gusev Ivan Nazarov Alexander Tuzhilin SSL AI4TS 25 26 0 19 Feb 2020