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Junwei Pan

  1. STEM: Unleashing the Power of Embeddings for Multi-task Recommendation
    2023/08/16 by Liangcai Su, Junwei Pan, Su, Liangcai +11 · 7 citations
    Computer Science · #Recommender Systems and Techniques #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  2. ForkMerge: Mitigating Negative Transfer in Auxiliary-Task Learning
    2023/01/30 by Junguang Jiang, Jiang, Junguang, Baixu Chen +11 · 5 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Multimodal Machine Learning Applications
  3. Long-Sequence Recommendation Models Need Decoupled Embeddings
    2024/10/03 by Ningya Feng, Junwei Pan, Feng, Ningya +15 · 6 citations
    Computer Science · #Machine Learning in Healthcare
  4. Towards Unifying Feature Interaction Models for Click-Through Rate Prediction
    2024/11/19 by Yu Kang, Kang, Yu, Junwei Pan +8 · 1 citation
    Computer Science · Social Sciences · #Advanced Computing and Algorithms #FOS: Computer and information sciences #Image and Video Quality Assessment #Information Retrieval (cs.IR)
  5. Diffusion Language Model for Recommendation
    2026/07/23 by Chengyi Liu, Yongqi Zhou, Junwei Pan +8
    #cs.IR
  6. Beyond Action Imitation: Learning a Decision-Aware User Simulator for Online Advertising
    2026/07/29 by Zipeng Chen, Jiaer Zheng, Xiangyang Xu +15
    Computer Science · #cs.IR