Lyu Yueming

scientist---lyu-yue-ming

Research Area
  • Kernel Methods
  • Optimisation
  • Approximation
  • Deep Learning Theory
  • Robust Learning

Award

  • ICML Travel Award, 2017
  • ICLR Travel Award, 2019
  • UTS President's Scholarship, 2018 - 2022

Grants

  • Neural Optimisation Kernel and Fast Structured Kernel Approximation for Machine Unlearning. AI3 HTCO Seed Fund 2022. (PI)

Publications

1. Yueming Lyu, Yuan Yuan, Ivor Tsang:  NeurIPS 2020.

2. Yueming Lyu: . ICML 2017.

3. Yueming Lyu, Ivor Tsang: . ICLR 2020.

4. Xingrui Yu, Yueming Lyu, Ivor Tsang:  ICML 2020.

5. Yuan Yuan, Yueming Lyu, Xi Shen, Ivor Tsang, Dit-Yan Yang:  ICLR 2019.

6. Yueming Lyu, Ivor Tsang:  ECML-PKDD 2021.

7. Yuangang Pan, Ivor Tsang, Yueming Lyu, Avinash Singh, Chin-Teng Lin:  Neural Computation 2021.

8. Yueming Lyu, Wing W. Y. Ng, Ziqian Zeng, Daniel S. Yeung, Patrick P. K. Chan:  IEEE TMM 2015.

Research Services

  • Conference Reviewer/PC Member: ICML2022, NeurIPS-2022, AISTATS 2022, ICLR-2021, AISTATS 2021, AAAI-2021 ICML2021, NeurIPS-2021, NeurIPS-2020, AISTATS 2020, AAAI-2020, ACML-2020, ICML-2019, NeurIPS-2019, AISTATS 2019, ACML-2019
  • Journal Reviewer: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Machine Learning (IEEE Transactions on  Multimedia 2015).

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