publications

List also avaliable on Google Scholar

2024

  1. Are We Really Achieving Better Beyond-Accuracy Performance in Next Basket Recommendation?
    Ming Li, Yuanna Liu, Sami Jullien, Mozhdeh Ariannezhad, Andrew Yates, and 2 more authors
    In SIGIR 2024: 47th international ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2024
  2. thesis.png
    Repetition and Exploration in Recommendation
    Ming Li
    In Ph.D. Thesis, Jul 2024
  3. fairnbr.png
    Measuring Item Fairness in Next Basket Recommendation: A Reproducibility Study
    Yuanna Liu, Ming Li, Mozhdeh Ariannezhad, Masoud Mansoury, Mohammad Aliannejadi, and 1 more author
    In ECIR 2024: 46th European Conference on Information Retrieval, Mar 2024
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    Domain Generalization in Time Series Forecasting
    Songgaojun Deng, Olivier Sprangers, Ming Li, Sebastian Schelter, and Maarten Rijke
    ACM Transactions on Knowledge Discovery from Data, Mar 2024

2023

  1. rl4rec.png
    Repetition and Exploration in Offline Reinforcement Learning-based Recommendations
    Ming Li, Jin Huang, and Maarten Rijke
    In CIKM 2023 Workshop on Deep Reinforcement Learning for Information Retrieval, May 2023
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    Masked and Swapped Sequence Modeling for Next Novel Basket Recommendation in Grocery Shopping
    Ming Li, Mozhdeh Ariannezhad, Andrew Yates, and Maarten Rijke
    In RecSys 2023: 17th ACM Conference on Recommender Systems, Sep 2023
  3. resr.png
    Repetition and Exploration in Sequential Recommendation
    Ming Li, Ali Vardasbi, Andrew Yates, and Maarten Rijke
    In SIGIR 2023: 46th international ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2023
  4. Complex Item Set Recommendation
    Mozhdeh Ariannezhad, Ming Li, Sami Jullien, and Maarten Rijke
    In SIGIR 2023: 46th international ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2023
  5. rnpr.png
    Who Will Purchase this Item Next? Reverse Next Period Recommendation in Grocery Shopping
    Ming Li, Mozhdeh Ariannezhad, Andrew Yates, and Maarten Rijke
    ACM Transactions on Recommender Systems, Sep 2023
  6. tois-repro.png
    A Next Basket Recommendation Reality Check
    Ming Li, Sami Jullien, Mozhdeh Ariannezhad, and Maarten Rijke
    ACM Transactions on Information Systems, Sep 2023
  7. wsdm-within.png
    A Personalized Neighborhood-based Model for Within-basket Recommendation in Grocery Shopping
    Mozhdeh Ariannezhad, Ming Li, Sebastian Schelter, and Maarten Rijke
    In WSDM 2023: The Sixteenth International Conference on Web Search and Data Mining, Feb 2023

2022

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    TREx: A Flexible Repetition and Exploration Framework for Next Basket Recommendation
    Ming Li, Sami Jullien, Mozhdeh Ariannezhad, and Maarten Rijke
    preprint, Feb 2022
  2. racnet.png
    ReCANet: A Repeat Consumption-Aware Neural Network for Next Basket Recommendation in Grocery Shopping
    Mozhdeh Ariannezhad, Sami Jullien, Ming Li, Min Fang, Sebastian Schelter, and 1 more author
    In SIGIR 2022: 45th international ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2022
  3. dpplee3.png
    A distributed deep learning framework and method based on Pytorch&Spark
    Ming Li, Mengshu hou, and  al.
    In CN Patent, CN109,032,671 B, Jul 2022

2021

  1. The University of Amsterdam at the TREC 2021 Fair Ranking Track
    Gabriel Bénédict Ali Vardasbi, Shashank Gupta, Maria Heuss, Pooya Khandel, Ming Li, and 1 more author
    Jul 2021
  2. A Data-Driven Method for Recognizing Automated Negotiation Strategies
    Ming Li, Pradeep K Murukannaiah, and Catholijn M Jonker
    arXiv preprint arXiv:2107.01496, Jul 2021

2019

  1. Generate Desired Images from Trained Generative Adversarial Networks
    Ming Li, Rui Xi, Beier Chen, Mengshu Hou, Daibo Liu, and 1 more author
    In IJCNN 2019: Proceedings of the 2019 International Joint Conference on Neural Networks, Jul 2019
  2. Attention-based Spatio-Temporal Model for HAR Using Multivariate Time Series
    Rui Xi, Ming Li, Daibo Liu, and Mengshu Hou
    In EWSN ’19: Proceedings of the 2019 International Conference on Embedded Wireless Systems and Networks, Jul 2019

2018

  1. Generate Novel Image Styles using Weighted Hybrid Generative Adversarial Nets
    Ming Li, Rui Xi, and Mengshu Hou
    In IJCNN 2018: Proceedings of the 2018 International Joint Conference on Neural Networks, Jul 2018
  2. Deep dilation on multimodality time series for human activity recognition
    Rui Xi, Ming Li, Mengshu Hou, Mingsheng Fu, Hong Qu, and 2 more authors
    IEEE Access, Jul 2018

2017

  1. Consistency maintenance in replication: A novel strategy based on diamond topology in cloud storage
    Siwei Luo, Mengshu Hou, Siyu Zhan, Mengjie Lyu, and Ming Li
    Chinese Journal of Electronics, Jul 2017