2021

会议论文

  • Dynamic Modality Interaction Modeling for Image-Text Retrieval
    SIGIR 2021.[PDF]
2020

期刊论文

  • Neural Multimodal Cooperative Learning Toward Micro-Video Understanding.
    IEEE TIP 2020. [PDF][Code & Data]
  • Neural Compatibility Modeling With Probabilistic Knowledge Distillation.
    IEEE TIP 2020. [PDF][Code & Data]
2019

会议论文

  • Long-tail Hashtag Recommendation for Micro-videos with Graph Convolutional Network.
    ACM CIKM 2019. [PDF][Code & Data]
  • Personalized Capsule Wardrobe Creation with Garment and User Modeling.
    ACM MM 2019. [PDF][Code & Data]
  • GP-BPR: Personalized Compatibility Modeling for Clothing Matching.
    ACM MM 2019. [PDF][Code & Data]
  • Multimodal Dialog System: Generating Responses via Adaptive Decoders.
    ACM MM 2019. [PDF][Code & Data]
  • MMGCN: Multi-modal Graph Convolution Network for Personalized Recommendation of Micro-video.
    ACM MM 2019. [PDF][Code & Data]
  • Routing Micro-videos via A Temporal Graph-guided Recommendation System.
    ACM MM 2019. [PDF][Code & Data]
  • User Diverse Preference Modeling by Multimodal Attentive Metric Learning.
    ACM MM 2019. [PDF][Code & Data]
  • Quantifying and Alleviating the Language Prior Problem in Visual Question Answering.
    ACM SIGIR 2019. [PDF][Code & Data]
  • Prototype-guided Attribute-wise Interpretable Scheme for Clothing Matching.
    ACM SIGIR 2019. [PDF][Code & Data]
  • Market2Dish: A Health-aware Food Recommendation System.
    ACM MM 2019. [PDF]

期刊论文

  • Attentive Long Short-Term Preference Modeling for Personalized Product Search.
    TOIS 2019. [PDF][Code & Data]
  • Online Data Organizer: Micro-Video Categorization by Structure-Guided Multimodal Dictionary Learning.
    IEEE TIP 2019. [PDF][Code & Data]

出版专著

  • Multimodal Learning toward Micro-Video Understanding.
    Morgan & Claypool Publishers. 2019. [Link]
  • Synthesis Lectures on Information Concepts, Retrieval, and Services.
    Morgan & Claypool Publishers. 2019. [Link]
2018

会议论文

  • Neural Compatibility Modeling with Attentive Knowledge Distillation.
    ACM SIGIR 2018. [PDF][Code & Data]
  • A Personal Privacy Preserving Framework: I Let You Know Who Can See What.
    ACM SIGIR 2018. [PDF][Code & Data]
  • Chat more: Deepening and widening the chatting topic via a deep model.
    ACM SIGIR 2018. [PDF][Code & Data]
  • Discrete Factorization Machines for Fast Feature-based Recommendation.
    IJCAI 2018. [PDF][Code & Data]

期刊论文

  • Guest Editorial: Query understanding.
    Neurocomputing 2018. [PDF]
2017

会议论文

  • Enhancing Micro-video Understanding by Harnessing External Sounds.
    ACM MM 2017. [PDF][Code & Data]
  • NeuroStylist: Neural Compatibility Modeling for Clothing Matching.
    ACM MM 2017. [PDF][Code & Data]
  • Towards Micro-video Understanding by Joint Sequential-Sparse Modeling.
    ACM MM 2017. [PDF][Code & Data]

期刊论文

  • Data-Driven Answer Selection in Community QA Systems.
    IEEE TKDE 2017. [PDF][Code & Data]
  • Multiview Physician-Specific Attributes Fusion for Health Seeking.
    IEEE TC 2017. [PDF][Code & Data]
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