Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based Recommendation

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025

12 June 2020

Wenjing Meng

Deqing Yang

Yanghua Xiao

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Papers citing "Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based Recommendation"

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Title
Matryoshka Model Learning for Improved Elastic Student Models Chetan Verma Aditya Srinivas Timmaraju Cho-Jui Hsieh Suyash Damle Ngot Bui Y. Zhang Wen Chen Xin Liu Prateek Jain Inderjit S Dhillon 209 0 0 29 May 2025
A Survey on Side Information-driven Session-based Recommendation: From a Data-centric Perspective Xiaokun Zhang Bo Xu Chenliang Li Bowei He Hongfei Lin Chen Ma Fenglong Ma 132 2 0 18 May 2025
Joint Modeling in Recommendations: A Survey Xiangyu Zhao Yichao Wang Bo Chen Jingtong Gao Yuhao Wang Xiaopeng Li Pengyue Jia Qiang Liu Huifeng Guo Ruiming Tang 113 1 0 28 Feb 2025
Graph and Sequential Neural Networks in Session-based Recommendation: A Survey Zihao Li Chao Yang Yakun Chen Xianzhi Wang Hongxu Chen Guandong Xu Lina Yao Quan Z. Sheng GNN 126 15 0 27 Aug 2024
Forecasting Live Chat Intent from Browsing History Se-eun Yoon Ahmad Bin Rabiah Zaid Alibadi Surya Kallumadi Julian McAuley AI4TS 104 1 0 07 Aug 2024
Making Recommender Systems More Knowledgeable: A Framework to Incorporate Side Information Yukun Jiang Leo Guo Xinyi Chen Jing Xi Liu 45 0 0 02 Jun 2024
A Survey of Reasoning for Substitution Relationships: Definitions, Methods, and Directions Anxin Yang Zhijuan Du Tao Sun 98 0 0 09 Apr 2024
Identifying Shopping Intent in Product QA for Proactive Recommendations B. Fetahu Nachshon Cohen Elad Haramaty L. Lewin-Eytan Oleg Rokhlenko S. Malmasi 92 0 0 09 Apr 2024
Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation Ziyan Wang Yingpeng Du Zhu Sun Haoyan Chua Kaidong Feng Wenya Wang Jie Zhang LRM KELM 146 8 0 25 Mar 2024
Personalized Behavior-Aware Transformer for Multi-Behavior Sequential Recommendation Jiajie Su Chaochao Chen Zibin Lin Xi Li Weiming Liu Xiaolin Zheng 116 34 0 22 Feb 2024
BMLP: Behavior-aware MLP for Heterogeneous Sequential Recommendation Weixin Li Yuhao Wu Yang Liu Weike Pan Zhong Ming 111 4 0 20 Feb 2024
FINEST: Stabilizing Recommendations by Rank-Preserving Fine-Tuning Sejoon Oh Berk Ustun Julian McAuley Srijan Kumar 91 2 0 05 Feb 2024
Towards Open-world Cross-Domain Sequential Recommendation: A Model-Agnostic Contrastive Denoising Approach Wujiang Xu Xuying Ning Wenfang Lin Mingming Ha Qiongxu Ma Qianqiao Liang Xuewen Tao Lin Chen Bing Han Minnan Luo 125 6 0 08 Nov 2023
Hierarchical Multi-Task Learning Framework for Session-based Recommendations Sejoon Oh Walid Shalaby Amir Afsharinejad Xiquan Cui 66 2 0 12 Sep 2023
Uncovering the Unseen: Discover Hidden Intentions by Micro-Behavior Graph Reasoning Zhuo Zhou Wenxuan Liu Danni Xu Zheng Wang Jian Zhao 145 7 0 29 Aug 2023
A Survey on User Behavior Modeling in Recommender Systems Zhicheng He Weiwen Liu Wei Guo Jiarui Qin Yingxue Zhang Yaochen Hu Ruiming Tang 164 38 0 22 Feb 2023
Nimbus: Toward Speed Up Function Signature Recovery via Input Resizing and Multi-Task Learning Yi Qian Ligeng Chen Yuyang Wang Bing Mao 103 0 0 08 Nov 2022
Heterogeneous Information Crossing on Graphs for Session-based Recommender Systems Xiaolin Zheng Rui Wu Zhongxuan Han Chaochao Chen Lin Chen Bing Han 114 8 0 24 Oct 2022
M2TRec: Metadata-aware Multi-task Transformer for Large-scale and Cold-start free Session-based Recommendations Walid Shalaby Sejoon Oh Amir Afsharinejad Srijan Kumar Xiquan Cui 150 30 0 23 Sep 2022
Multi-Behavior Sequential Recommendation with Temporal Graph Transformer Lianghao Xia Chao Huang Yong-mei Xu Jiangsen Pei HAI 167 65 0 06 Jun 2022
A Survey on Accuracy-oriented Neural Recommendation: From Collaborative Filtering to Information-rich Recommendation Le Wu Xiangnan He Xiang Wang Kun Zhang Meng Wang HAI 214 330 0 27 Apr 2021
Hierarchical Attentive Knowledge Graph Embedding for Personalized Recommendation Xiao Sha Zhu Sun Jie Zhang 226 71 0 18 Oct 2019