Adapting Job Recommendations to User Preference Drift with
Behavioral-Semantic Fusion Learning

Adapting Job Recommendations to User Preference Drift with Behavioral-Semantic Fusion Learning

24 June 2024

Xiangyu Zhao

Hengshu Zhu

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Papers citing "Adapting Job Recommendations to User Preference Drift with Behavioral-Semantic Fusion Learning"

16 / 16 papers shown

Title
Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations Likang Wu Zhaopeng Qiu Zhi Zheng Hengshu Zhu Enhong Chen 53 82 0 10 Jul 2023
A Comprehensive Survey of Artificial Intelligence Techniques for Talent Analytics Chuan Qin Le Zhang Yihang Cheng Rui Zha Dazhong Shen ... Xi Chen Ying Sun Chen Zhu Hengshu Zhu Hui Xiong 67 41 0 03 Jul 2023
Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation Yizhou Dang Enneng Yang G. Guo Linying Jiang Xingwei Wang Xiaoxiao Xu Qinghui Sun Hong Liu AI4TS 60 52 0 16 Dec 2022
Recent Advances in Heterogeneous Relation Learning for Recommendation Chao Huang 99 32 0 07 Oct 2021
Contrastive Self-supervised Sequential Recommendation with Robust Augmentation Zhiwei Liu Yong-Guang Chen Jia Li Philip S. Yu Julian McAuley Caiming Xiong 44 169 0 14 Aug 2021
Heterogeneous Global Graph Neural Networks for Personalized Session-based Recommendation Yitong Pang Lingfei Wu Qi Shen Yiming Zhang Zhihua Wei Fangli Xu Ethan Chang Bo Long Jian Pei 84 113 0 08 Jul 2021
NRGNN: Learning a Label Noise-Resistant Graph Neural Network on Sparsely and Noisily Labeled Graphs Enyan Dai Charu C. Aggarwal Suhang Wang NoLa 85 120 0 08 Jun 2021
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation Xiangnan He Kuan Deng Xiang Wang Yan Li Yongdong Zhang Meng Wang GNN 191 3,674 0 06 Feb 2020
Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach Lei Chen Le Wu Richang Hong Kun Zhang Meng Wang GNN 83 502 0 28 Jan 2020
Neural Graph Collaborative Filtering Xiang Wang Xiangnan He Meng Wang Fuli Feng Tat-Seng Chua 187 2,991 0 20 May 2019
Embarrassingly Shallow Autoencoders for Sparse Data Harald Steck 168 257 0 08 May 2019
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer Fei Sun Jun Liu Jian Wu Changhua Pei Xiao Lin Wenwu Ou Peng Jiang BDL HAI 191 2,181 0 14 Apr 2019
Simplifying Graph Convolutional Networks Felix Wu Tianyi Zhang Amauri Souza Christopher Fifty Tao Yu Kilian Q. Weinberger GNN 248 3,184 0 19 Feb 2019
CoNet: Collaborative Cross Networks for Cross-Domain Recommendation Guangneng Hu Yu Zhang Qiang Yang 88 411 0 18 Apr 2018
Recommendations with Negative Feedback via Pairwise Deep Reinforcement Learning Xiangyu Zhao Li Zhang Zhuoye Ding Long Xia Jiliang Tang Dawei Yin 92 335 0 19 Feb 2018
Variational Autoencoders for Collaborative Filtering Dawen Liang Rahul G. Krishnan Matthew D. Hoffman Tony Jebara BDL 183 1,243 0 16 Feb 2018