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Junwei Pan

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Understanding the Ranking Loss for Recommendation with Sparse User Feedback

Mar 21, 2024
Zhutian Lin, Junwei Pan, Shangyu Zhang, Ximei Wang, Xi Xiao, Shudong Huang, Lei Xiao, Jie Jiang

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Ad Recommendation in a Collapsed and Entangled World

Feb 22, 2024
Junwei Pan, Wei Xue, Ximei Wang, Haibin Yu, Xun Liu, Shijie Quan, Xueming Qiu, Dapeng Liu, Lei Xiao, Jie Jiang

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On the Embedding Collapse when Scaling up Recommendation Models

Oct 06, 2023
Xingzhuo Guo, Junwei Pan, Ximei Wang, Baixu Chen, Jie Jiang, Mingsheng Long

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Decoupled Training: Return of Frustratingly Easy Multi-Domain Learning

Sep 19, 2023
Ximei Wang, Junwei Pan, Xingzhuo Guo, Dapeng Liu, Jie Jiang

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STEM: Unleashing the Power of Embeddings for Multi-task Recommendation

Aug 16, 2023
Liangcai Su, Junwei Pan, Ximei Wang, Xi Xiao, Shijie Quan, Xihua Chen, Jie Jiang

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Temporal Interest Network for Click-Through Rate Prediction

Aug 15, 2023
Haolin Zhou, Junwei Pan, Xinyi Zhou, Xihua Chen, Jie Jiang, Xiaofeng Gao, Guihai Chen

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ForkMerge: Overcoming Negative Transfer in Multi-Task Learning

Jan 30, 2023
Junguang Jiang, Baixu Chen, Junwei Pan, Ximei Wang, Liu Dapeng, Jie Jiang, Mingsheng Long

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AdaTask: A Task-aware Adaptive Learning Rate Approach to Multi-task Learning

Nov 28, 2022
Enneng Yang, Junwei Pan, Ximei Wang, Haibin Yu, Li Shen, Xihua Chen, Lei Xiao, Jie Jiang, Guibing Guo

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AutoAttention: Automatic Field Pair Selection for Attention in User Behavior Modeling

Oct 27, 2022
Zuowu Zheng, Xiaofeng Gao, Junwei Pan, Qi Luo, Guihai Chen, Dapeng Liu, Jie Jiang

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Trading Hard Negatives and True Negatives: A Debiased Contrastive Collaborative Filtering Approach

Apr 25, 2022
Chenxiao Yang, Qitian Wu, Jipeng Jin, Xiaofeng Gao, Junwei Pan, Guihai Chen

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