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