师资队伍

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Zhan Jingtao

Assistant Professor PhD supervisor

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Address: Information Building 1608

  • 个人简历
  • 教学
  • 研究领域
  • 研究成果
  • 奖励荣誉
  • Biography

    Education

    Professional Experience

    Additional Positions

    Opening

    Personal Webpage

    Download CV

  • Current Courses

    Master’s & Ph.D. Advising

  • Research Interests

    Projects

    Research Output

  • Selected Publications

    [1] Fang Y, Zhan J, Ai Q, Mao J, Su W, Chen J, Liu Y. Scaling laws for dense retrieval. InProceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval 2024 Jul 10 (pp. 1339-1349).

    [2] Zhan J, Mao J, Liu Y, Guo J, Zhang M, Ma S. Learning discrete representations via constrained clustering for effective and efficient dense retrieval. InProceedings of the Fifteenth ACM International Conference on Web Search and Data Mining 2022 Feb 11 (pp. 1328-1336).

    [3] Zhan J, Mao J, Liu Y, Guo J, Zhang M, Ma S. Jointly optimizing query encoder and product quantization to improve retrieval performance. InProceedings of the 30th ACM International Conference on Information & Knowledge Management 2021 Oct 26 (pp. 2487-2496).

    [4] Zhan J, Mao J, Liu Y, Guo J, Zhang M, Ma S. Optimizing dense retrieval model training with hard negatives. InProceedings of the 44th international ACM SIGIR conference on research and development in information retrieval 2021 Jul 11 (pp. 1503-1512).

    [5] Zhan J, Ai Q, Liu Y, Pan Y, Yao T, Mao J, Ma S, Mei T. Prompt Refinement with Image Pivot for Text-to-Image Generation. InProceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 2024 Aug (pp. 941-954).

    Books

    Patents

    Others

  • Awards and Honors

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