2020   2019   2018   2017 
2020

Journal Papers

  • Xianjing Han, Xuemeng Song, Yiyang Yao, Xin-Shun Xu, Liqiang Nie:
    Neural Compatibility Modeling With Probabilistic Knowledge Distillation.
    IEEE TIP 2020. [PDF][Code & Data]
  • Yinwei Wei, Xiang Wang, Weili Guan, Liqiang Nie,Zhouchen Lin, Baoquan Chen:
    Neural Multimodal Cooperative Learning Toward Micro-Video Understanding.
    IEEE TIP 2020. [PDF][Code & Data]
2019

 

Conference Papers

  • Hao Jiang, Wenjie Wang, Meng Liu, Liqiang Nie, Ling-Yu Duan, Changsheng Xu:
    Market2Dish: A Health-aware Food Recommendation System.
    ACM MM 2019. [PDF]
  • Xianjing Han, Xuemeng Song, Jianhua Yin, Yinglong Wang and Liqiang Nie:
    Prototype-guided Attribute-wise Interpretable Scheme for Clothing Matching.
    ACM SIGIR 2019. [PDF][Code & Data]
  • Changchang Sun, Xuemeng Song, Fuli Feng, Wayne Xin Zhao, Hao Zhang, Liqiang Nie:
    Supervised Hierarchical Cross-Modal Hashing.
    ACM SIGIR 2019. [PDF][Code & Data]
  • Chen Cui, Wenjie Wang, Xuemeng Song, Minlie Huang, Xin-Shun Xu and Liqiang Nie:
    User Attention-guided Multimodal Dialog Systems.
    ACM SIGIR 2019. [PDF][Code & Data]
  • Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yibing Liu, Yinglong Wang, Mohan Kankanhalli:
    Quantifying and Alleviating the Language Prior Problem in Visual Question Answering.
    ACM SIGIR 2019. [PDF][Code & Data]
  • Tian Gan, Shaokun Wang, Meng Liu, Xuemeng Song, Yiyang Yao, Liqiang Nie:
    Seeking Micro-influencers for Brand Promotion.
    ACM MM 2019. [PDF][Code & Data]
  • Fan Liu, Zhiyong Cheng, Changchang Sun, Yinglong Wang, Liqiang Nie, Mohan S. Kankanhalli:
    User Diverse Preference Modeling by Multimodal Attentive Metric Learning.
    ACM MM 2019. [PDF][Code & Data]
  • Yinwei Wei, Zhiyong Cheng, Xuzheng Yu, Zhou Zhao, Lei Zhu, Liqiang Nie:
    Personalized Hashtag Recommendation for Micro-videos.
    ACM MM 2019. [PDF][Code & Data]
  • Yongqi Li, Meng Liu, Jianhua Yin, Chaoran Cui, Xin-Shun Xu, Liqiang Nie:
    Routing Micro-videos via A Temporal Graph-guided Recommendation System.
    ACM MM 2019. [PDF][Code & Data]
  • Yinwei Wei, Xiang Wang, Liqiang Nie, Xiangnan He, Richang Hong, Tat-Seng Chua:
    MMGCN: Multi-modal Graph Convolution Network for Personalized Recommendation of Micro-video.
    ACM MM 2019. [PDF][Code & Data]
  • Liqiang Nie, Wenjie Wang, Richang Hong, Meng Wang, Qi Tian:
    Multimodal Dialog System: Generating Responses via Adaptive Decoders.
    ACM MM 2019. [PDF][Code & Data]
  • Xuemeng Song, Xianjing Han, Yunkai Li, Jingyuan Chen, Xin-Shun Xu, Liqiang Nie:
    GP-BPR: Personalized Compatibility Modeling for Clothing Matching.
    ACM MM 2019. [PDF][Code & Data]
  • Xue Dong, Xuemeng Song, Fuli Feng, Peiguang Jing, Xin-Shun Xu, Liqiang Nie:
    Personalized Capsule Wardrobe Creation with Garment and User Modeling.
    ACM MM 2019. [PDF][Code & Data]
  • Na Zheng, Xuemeng Song, Zhaozheng Chen, Linmei Hu, Da Cao, Liqiang Nie:
    Virtually Trying on New Clothing with Arbitrary Poses.
    ACM MM 2019. [PDF][Code & Data]
  • Mengmeng Li, Tian Gan, Meng Liu ,Zhiyong Cheng, Jianhua Yin, Liqiang Nie:
    Long-tail Hashtag Recommendation for Micro-videos with Graph Convolutional Network.
    ACM CIKM 2019. [PDF][Code & Data]
  • Cunxiao Du, Zhaozheng Chen, Fuli Feng, Lei Zhu, Tian Gan, Liqiang Nie:
    Explict Interaction Model towards Text Classification.
    AAAI 2019. [PDF][Code & Data]

Journal Papers

  • Meng Liu, Liqiang Nie, Xiang Wang, Qi Tian, Baoquan Chen:
    Online Data Organizer: Micro-Video Categorization by Structure-Guided Multimodal Dictionary Learning.
    IEEE TIP 2019. [PDF][Code & Data]
  • Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yinglong Wang, Jun Ma, Mohan S. Kankanhalli:
    Attentive Long Short-Term Preference Modeling for Personalized Product Search.
    TOIS 2019. [PDF][Code & Data]

Books

  • Xuemeng Song, Liqiang Nie, Yinglong Wang:
    Synthesis Lectures on Information Concepts, Retrieval, and Services.
    Morgan & Claypool Publishers. 2019. [Link]
  • Liqiang Nie, Meng Liu, Xuemeng Song:
    Multimodal Learning toward Micro-Video Understanding.
    Morgan & Claypool Publishers. 2019. [Link]
2018

Conference Papers

  • Han Liu, Xiangnan He, Fuli Feng, Liqiang Nie, Rui Liu, Hanwang Zhang:
    Discrete Factorization Machines for Fast Feature-based Recommendation.
    IJCAI 2018. [PDF][Code & Data]
  • Leng Liu, Xiang Wang, Liqiang Nie, Qi Tian, Baoquan Chen, Tat-Seng Chua:
    Cross-modal Moment Localization in Videos.
    ACM MM 2018. [PDF][Code & Data]
  • Wenjie Wang, Minlie Huang, Xin-Shun Xu, Fumin Shen and Liqiang Nie:
    Chat more: Deepening and widening the chatting topic via a deep model.
    ACM SIGIR 2018. [PDF][Code & Data]
  • Xuemeng Song, Xiang Wang, Liqiang Nie, Xiangnan He, Zhumin Chen, Wei Liu:
    A Personal Privacy Preserving Framework: I Let You Know Who Can See What.
    ACM SIGIR 2018. [PDF][Code & Data]
  • Xuemeng Song, Fuli Feng, Xianjing Han, Xin Yang, Liqiang Nie, Wei Liu::
    Neural Compatibility Modeling with Attentive Knowledge Distillation.
    ACM SIGIR 2018. [PDF][Code & Data]
  • Meng Liu, Xiang Wang, Liqiang Nie, Xiangnan He, Baoquan Chen, and Tat-Seng Chua:
    Attentive moment retrieval in videos.
    ACM SIGIR 2018. [PDF][Code & Data]
  • Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Xin-Shun Xu and Mohan Kankanhalli:
    Multi-modal preference modeling for product search.
    ACM MM 2018. [PDF][Code & Data]

Journal Papers

  • Liqiang Nie, Richang Hong, Peng Cui:
    Guest Editorial: Query understanding.
    Neurocomputing 2018. [PDF]
2017

Conference Papers

  • Meng Liu, Liqiang Nie, Meng Wang, Baoquan Chen:
    Towards Micro-video Understanding by Joint Sequential-Sparse Modeling.
    ACM MM 2017. [PDF][Code & Data]
  • Xuemeng Song, Fuli Feng, Jinhuan Liu, Zekun Li, Liqiang Nie, Jun Ma:
    NeuroStylist: Neural Compatibility Modeling for Clothing Matching.
    ACM MM 2017. [PDF][Code & Data]
  • Liqiang Nie, Xiang Wang, Jianglong Zhang, Xiangnan He, Hanwang Zhang, Richang Hong, Qi Tian:
    Enhancing Micro-video Understanding by Harnessing External Sounds.
    ACM MM 2017. [PDF][Code & Data]

Journal Papers

  • Liqiang Nie, Luming Zhang, Yan Yan, Xiaojun Chang, Maofu Liu, Ling Shaoling:
    Multiview Physician-Specific Attributes Fusion for Health Seeking.
    IEEE TC 2017. [PDF][Code & Data]
  • Liqiang Nie, Xiaochi Wei, Dongxiang Zhang, Xiang Wang, Zhipeng Gao, Yi Yang:
    Data-Driven Answer Selection in Community QA Systems.
    IEEE TKDE 2017. [PDF][Code & Data]
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