publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. i^2VAE: Interest Information Augmentation with Variational Regularizers for Cross-Domain Sequential Recommendation
    Xuying Ning , Wujiang Xu, Tianxin Wei , and 2 more authors
    In Uncertainty in Artificial Intelligence (UAI 2025) , 2025
    Code
  2. A-mem: Agentic memory for llm agents
    Wujiang Xu, Zujie Liang , Kai Mei , and 3 more authors
    arXiv preprint arXiv:2502.12110, 2025
    arXiv Code
  3. iAgent: LLM Agent as a Shield between User and Recommender Systems
    Wujiang Xu, Yunxiao Shi , Zujie Liang , and 6 more authors
    In Findings of the Association for Computational Linguistics ACL 2025 , 2025
    Code
  4. PersonaX: A Recommendation Agent Oriented User Modeling Framework for Long Behavior Sequence
    Yunxiao Shi , Wujiang Xu, Zeqi Zhang , and 3 more authors
    In Findings of the Association for Computational Linguistics ACL 2025 , 2025
  5. Smart Routing: Cost-Effective Multi-LLM Serving for Multi-Core AIOS
    Kai Mei , Wujiang Xu, Shuhang Lin , and 1 more author
    arXiv preprint arXiv:2502.20576, 2025

2024

  1. Rethinking cross-domain sequential recommendation under open-world assumptions
    Wujiang Xu, Qitian Wu , Runzhong Wang , and 5 more authors
    In Proceedings of the ACM on Web Conference 2024 , 2024
    arXiv Code
  2. SLMRec: Empowering Small Language Models for Sequential Recommendation
    Wujiang Xu, Zujie Liang , Jiaojiao Han , and 5 more authors
    2024
    arXiv Code
  3. Fine-Grained Dynamic Framework for Bias-Variance Joint Optimization on Data Missing Not at Random
    Mingming Ha , Xuewen Tao , Wenfang Lin , and 3 more authors
    In Advances in Neural Information Processing Systems (NeurIPS 2024) , 2024
  4. Beyond KAN: Introducing KarSein for Adaptive High-Order Feature Interaction Modeling in CTR Prediction
    Yunxiao Shi , Wujiang Xu, Mingyu Jin , and 4 more authors
    arXiv preprint arXiv:2408.08713, 2024

2023

  1. Mhscnet: A multimodal hierarchical shot-aware convolutional network for video summarization
    Wujiang Xu, Runzhong Wang , Xiaobo Guo , and 6 more authors
    In ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , 2023
    arXiv Code
  2. Neural node matching for multi-target cross domain recommendation
    Wujiang Xu, Shaoshuai Li , Mingming Ha , and 5 more authors
    In 2023 IEEE 39th International Conference on Data Engineering (ICDE) , 2023
    arXiv Code
  3. Towards open-world cross-domain sequential recommendation: A model-agnostic contrastive denoising approach
    Wujiang Xu, Xuying Ning , Wenfang Lin , and 5 more authors
    arXiv preprint arXiv:2311.04760, 2023
    arXiv Code

2022

  1. Recursive multi-relational graph convolutional network for automatic photo selection
    Wujiang Xu, Yifei Xu , Genan Sang , and 4 more authors
    IEEE Transactions on Multimedia, 2022

2021

  1. Saliency aware image cropping with latent region pair
    Yifei Xu , Wujiang Xu, Mian Wang , and 4 more authors
    Expert Systems with Applications, 2021