Selected Publications

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[AAAI-21] . SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors. Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence (to appear), 2021.

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[TKDE] . Learning Inter-Modal Correspondence and Phenotypes from Multi-Modal Electronic Health Records. IEEE Transactions on Knowledge and Data Engineering, 2020.

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[KDD-20] . LogPar: Logistic PARAFAC2 Factorization for Temporal Binary Data with Missing Values. Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2020.

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[IJCAI-19] . Medical Concept Embedding with Multiple Ontological Representations. Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2019.

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[AAAI-19] . Learning Phenotypes and Dynamic Patient Representations via RNN Regularized Collective Non-negative Tensor Factorization. Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019.

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[IJCAI-18] . Joint Learning of Phenotypes and Diagnosis-Medication Correspondence via Hidden Interaction Tensor Factorization. Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018.

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Professional Services

Conference Senior Program Committee Member (SPC)

  • The 30th International Joint Conference on Artificial Intelligence (IJCAI-21)

Conference Reviewer/Program Committee Member

  • 2021 ACM Conference on Health, Inference, and Learning (CHIL 2021)
  • 2021 International Conference on Learning Representations (ICLR 2021)
  • The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21)
  • Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS 2020)
  • IEEE International Conference on Healthcare Informatics (ICHI 2020)
  • 2020 ACM Conference on Health, Inference, and Learning (CHIL 2020)

Journal Reviewer

  • JAMIA Open (2020)
  • BMC Medical Informatics and Decision Making (2020)

Teaching Assistant

COMP2015 Data Structure and Algorithms.

  • 201617 S2, Excellent TA Performance Award

COMP2017 Operating Systems.

  • 201718 S2, Excellent TA Performance Award
  • 201617 S2, Excellent TA Performance Award
  • 201819 S2, Excellent TA Performance Award

COMP4126/7430 Health Informatics.

  • 201718 S1, TA Performance Award
  • 201819 S1, Excellent TA Performance Award

COMP7930 Big Data Analytics.

  • 201920 S2, TA Performance Award

COMP4015 Artificial Intelligence and Machine Learning

  • 202021 S1

COMP7160 Research Methods in Computer Science

  • 202021 S1

Awards

Department RPg Performance Awards
  • Academic Year 2019-20
  • Academic Year 2018-19
  • Academic Year 2017-18

Department Postgraduate Research Symposium Awards

  • Best Research Performance Award, 2020.
  • Honorable Mention for Best Research Performance Award, 2019.
  • Best Presentation Award, 2019 & 2018 & 2017.

Contact

  • cskjyin@comp.hkbu.edu.hk
  • DLB625, 6/F, David C. Lam Building, Shaw Campus, Hong Kong Baptist University, Kowloon Tong
  • Email for appointment