Pan, Junwei

10 publications

ICML 2025 From Feature Interaction to Feature Generation: A Generative Paradigm of CTR Prediction Models Mingjia Yin, Junwei Pan, Hao Wang, Ximei Wang, Shangyu Zhang, Jie Jiang, Defu Lian, Enhong Chen

ICLR 2025 Long-Sequence Recommendation Models Need Decoupled Embeddings Ningya Feng, Junwei Pan, Jialong Wu, Baixu Chen, Ximei Wang, QianLi, Xian Hu, Jie Jiang, Mingsheng Long

ECML-PKDD 2025 Towards Unifying Feature Interaction Models for Click-Through Rate Prediction Yu Kang, Junwei Pan, Jipeng Jin, Shudong Huang, Xiaofeng Gao, Lei Xiao

AAAI 2024 Decoupled Training: Return of Frustratingly Easy Multi-Domain Learning Ximei Wang, Junwei Pan, Xingzhuo Guo, Dapeng Liu, Jie Jiang

ICML 2024 On the Embedding Collapse When Scaling up Recommendation Models Xingzhuo Guo, Junwei Pan, Ximei Wang, Baixu Chen, Jie Jiang, Mingsheng Long

AAAI 2024 STEM: Unleashing the Power of Embeddings for Multi-Task Recommendation Liangcai Su, Junwei Pan, Ximei Wang, Xi Xiao, Shijie Quan, Xihua Chen, Jie Jiang

AAAI 2023 AdaTask: A Task-Aware Adaptive Learning Rate Approach to Multi-Task Learning Enneng Yang, Junwei Pan, Ximei Wang, Haibin Yu, Li Shen, Xihua Chen, Lei Xiao, Jie Jiang, Guibing Guo

NeurIPS 2023 ForkMerge: Mitigating Negative Transfer in Auxiliary-Task Learning Junguang Jiang, Baixu Chen, Junwei Pan, Ximei Wang, Dapeng Liu, Jie Jiang, Mingsheng Long

AAAI 2022 Cross-Task Knowledge Distillation in Multi-Task Recommendation Chenxiao Yang, Junwei Pan, Xiaofeng Gao, Tingyu Jiang, Dapeng Liu, Guihai Chen

IJCAI 2022 Trading Hard Negatives and True Negatives: A Debiased Contrastive Collaborative Filtering Approach Chenxiao Yang, Qitian Wu, Jipeng Jin, Xiaofeng Gao, Junwei Pan, Guihai Chen