Ms. ZHAN Xueying (詹雪莹)

Research Output

  1. 2023
  2. Published

    Pareto Optimization for Active Learning under Out-of-Distribution Data Scenarios

    Zhan, X., Dai, Z., Wang, Q., Li, Q., Xiong, H., Dou, D. & Chan, A. B., Jun 2023, In: Transactions on Machine Learning Research.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  3. 2022
  4. Published

    Asymptotic Optimality for Active Learning Processes

    Zhan, X., Wang, Y. & Chan, A. B., Aug 2022, Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence (UAI 2022). PMLR, Vol. 180. p. 2342-2352 (Proceedings of Machine Learning Research).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

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  5. 2021
  6. Published

    A Comparative Survey: Benchmarking for Pool-based Active Learning

    Zhan, X., Liu, H., Li, Q. & Chan, A. B., Aug 2021, Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21) . Zhou, Z. (ed.). International Joint Conferences on Artificial Intelligence, p. 4679-4686 (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 21
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  7. Published

    Multiple-criteria Based Active Learning with Fixed-size Determinantal Point Processes

    Zhan, X., Li, Q. & Chan, A. B., Jul 2021.

    Research output: Conference PapersRGC 32 - Refereed conference paper (without host publication)peer-review

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  8. 2019
  9. Published

    Learning from Multi-annotator Data: A Noise-aware Classification Framework

    ZHAN, X., WANG, Y., RAO, Y. & LI, Q., Mar 2019, In: ACM Transactions on Information Systems. 37, 2, 26.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 10
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  10. 2017
  11. Published

    A Network Framework for Noisy Label Aggregation in Social Media

    Zhan, X., Wang, Y., Rao, Y., Xie, H., Li, Q., Wang, F. L. & Wong, T., Aug 2017, Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics. Association for Computational Linguistics (ACL), Vol. 2. p. 484-490

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 5
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