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
Leveraging Scene Context with Dual Networks for Sequential User Behavior Modeling X. Chen Yunmeng Shu Yuangang Pan Jinsong Lan Xiaoyong Zhu Shuai Xiao Haojin Zhu Ivor Tsang Bo Zheng AI4TS 0 0 0 30 Sep 2025
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 229 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 129 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 130 16 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 150 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 133 6 0 08 Nov 2023
Hierarchical Multi-Task Learning Framework for Session-based Recommendations Sejoon Oh Walid Shalaby Amir Afsharinejad Xiquan Cui 74 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 149 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 168 40 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 111 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 9 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 158 30 0 23 Sep 2022
Multi-Behavior Sequential Recommendation with Temporal Graph Transformer Lianghao Xia Chao Huang Yong-mei Xu Jiangsen Pei HAI 167 66 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 226 334 0 27 Apr 2021
Hierarchical Attentive Knowledge Graph Embedding for Personalized Recommendation Xiao Sha Zhu Sun Jie Zhang 226 71 0 18 Oct 2019