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Ruiming Tang

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Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models

Jun 19, 2023
Yunjia Xi, Weiwen Liu, Jianghao Lin, Jieming Zhu, Bo Chen, Ruiming Tang, Weinan Zhang, Rui Zhang, Yong Yu

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ReLoop2: Building Self-Adaptive Recommendation Models via Responsive Error Compensation Loop

Jun 15, 2023
Jieming Zhu, Guohao Cai, Junjie Huang, Zhenhua Dong, Ruiming Tang, Weinan Zhang

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How Can Recommender Systems Benefit from Large Language Models: A Survey

Jun 12, 2023
Jianghao Lin, Xinyi Dai, Yunjia Xi, Weiwen Liu, Bo Chen, Xiangyang Li, Chenxu Zhu, Huifeng Guo, Yong Yu, Ruiming Tang, Weinan Zhang

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CTRL: Connect Tabular and Language Model for CTR Prediction

Jun 08, 2023
Xiangyang Li, Bo Chen, Lu Hou, Ruiming Tang

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Set-to-Sequence Ranking-based Concept-aware Learning Path Recommendation

Jun 07, 2023
Xianyu Chen, Jian Shen, Wei Xia, Jiarui Jin, Yakun Song, Weinan Zhang, Weiwen Liu, Menghui Zhu, Ruiming Tang, Kai Dong, Dingyin Xia, Yong Yu

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Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems

May 02, 2023
Yuening Wang, Yingxue Zhang, Antonios Valkanas, Ruiming Tang, Chen Ma, Jianye Hao, Mark Coates

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Dynamically Expandable Graph Convolution for Streaming Recommendation

Mar 21, 2023
Bowei He, Xu He, Yingxue Zhang, Ruiming Tang, Chen Ma

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Compressed Interaction Graph based Framework for Multi-behavior Recommendation

Mar 04, 2023
Wei Guo, Chang Meng, Enming Yuan, Zhicheng He, Huifeng Guo, Yingxue Zhang, Bo Chen, Yaochen Hu, Ruiming Tang, Xiu Li, Rui Zhang

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REASONER: An Explainable Recommendation Dataset with Multi-aspect Real User Labeled Ground Truths Towards more Measurable Explainable Recommendation

Mar 01, 2023
Xu Chen, Jingsen Zhang, Lei Wang, Quanyu Dai, Zhenhua Dong, Ruiming Tang, Rui Zhang, Li Chen, Ji-Rong Wen

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A Survey on User Behavior Modeling in Recommender Systems

Feb 22, 2023
Zhicheng He, Weiwen Liu, Wei Guo, Jiarui Qin, Yingxue Zhang, Yaochen Hu, Ruiming Tang

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