About
I am a Senior Researcher from Alibaba-NTU Singapore Joint Research Institute at Nanyang Technological University. I obtained my Ph.D from Kyoto University under the supervision of Prof. Toru Ishida. My current research focus is at the intersection of graph learning, recommender systems.
Our school (School of Computer Science and Engineering) invites applications for a tenure-track Assistant Professor position in Computer Science. Review of applications will commence immediately. As such, applicants are strongly encouraged to apply early in order to be considered before available positions are filled. [Detailed job descriptions]
News
Selected Publications (Full list)
  1. Dual-View Whitening on Pre-trained Text Embeddings for Sequential Recommendation
    Lingzi Zhang, Xin Zhou, Zhiwei Zeng, Zhiqi Shen
    AAAI 2024  
    [Paper]
  2. Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation with Interpretability
    Xin Zhou, Chunyan Miao
    IEEE TMM (2024)  
    [Paper] [Code/Datasets]
  3. Rethinking Negative Pairs in Code Search
    Haochen Li, Xin Zhou, Luu Anh Tuan, Chunyan Miao
    EMNLP 2023  
    [Paper] [Code/Datasets]
  4. A Tale of Two Graphs: Freezing and Denoising Graph Structures for Multimodal Recommendation
    Xin Zhou, Zhiqi Shen
    ACM Multimedia (MM) 2023  
    [Paper] [Code/Datasets] [Poster]
  5. Bootstrap Latent Representations for Multi-modal Recommendation
    Xin Zhou, Hongyu Zhou, Yong Liu, Zhiwei Zeng, Chunyan Miao, Pengwei Wang, Yuan You, Feijun Jiang
    WWW 2023  
    [Paper] [Code/Datasets]
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