publications

publications in reversed chronological order.

2023

  1. CIKM
    Search Result Diversification Using Query Aspects as Bottlenecks
    Puxuan Yu , Razieh Rahimi , Zhiqi Huang, and James Allan
    In Proceedings of the 32nd ACM International Conference on Information and Knowledge Management , 2023
    PDF
  2. SIGIR
    Soft Prompt Decoding for Multilingual Dense Retrieval
    Zhiqi Huang, Hansi Zeng , Hamed Zamani , and James Allan
    In Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval , 2023
    PDF
  3. ICTIR
    Hierarchical Transformer-based Query by Multiple Documents
    Zhiqi Huang*, Shahrzad Naseri* , Hamed Bonab , Sheikh Muhammad Sarwar , and James Allan
    In Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval , 2023
    (*equal contribution)
    PDF
  4. arXiv
    Cross-lingual Knowledge Transfer via Distillation for Multilingual Information Retrieval
    Zhiqi Huang, Puxuan Yu , and James Allan
    arXiv preprint arXiv:2302.13400, 2023
    PDF
  5. WSDM
    Improving Cross-lingual Information Retrieval on Low-Resource Languages via Optimal Transport Distillation
    Zhiqi Huang, Puxuan Yu , and James Allan
    In Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining , 2023
    PDF

2021

  1. CIKM
    Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval
    Zhiqi Huang, Hamed Bonab , Sheikh Muhammad Sarwar , Razieh Rahimi , and James Allan
    In Proceedings of the 30th ACM International Conference on Information & Knowledge Management , 2021
    PDF
  2. SIGIR
    Autoname: A Corpus-based Set Naming Framework
    Zhiqi Huang, Razieh Rahimi , Puxuan Yu , Jingbo Shang , and James Allan
    In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval , 2021
    PDF

2020

  1. SIGIR
    Learning to Rank Entities for Set Expansion from Unstructured Data
    Puxuan Yu , Razieh Rahimi , Zhiqi Huang, and James Allan
    In Proceedings of the 2020 ACM SIGIR on International Conference on Theory of Information Retrieval , 2020
    PDF

2019

  1. SIGIR
    Corpus-based Set Expansion with Lexical Features and Distributed Representations
    Puxuan Yu , Zhiqi Huang, Razieh Rahimi , and James Allan
    In Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval , 2019
    PDF
  2. VLDB
    PSynDB: Accurate and Accessible Private Data Generation
    Zhiqi Huang, Ryan McKenna , George Bissias , Gerome Miklau , Michael Hay , and Ashwin Machanavajjhala
    Proceedings of the VLDB Endowment, 2019
    PDF

2018

  1. FUZZ-IEEE
    Mutual Information based K-labelsets Ensemble for Multi-label Classification
    Ran Wang , Sam Kwong , Yuheng Jia , Zhiqi Huang, and Lang Wu
    In 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) , 2018
    PDF