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publications
MODALS: Modality-agnostic Automated Data Augmentation in the Latent Space
Published in the International Conference of Learning Representation (ICLR 2021), 2021
FedSGC: Federated Simple Graph Convolution for Node Classification
Published in International Workshop on Federated and Transfer Learning for Data Sparsity and Confidentiality in Conjunction with IJCAI 2021 (FTL-IJCAI-21), 2021
AdaAug: Learning Class- and Instance-adaptive Data Augmentation Policies
Published in the International Conference of Learning Representation (ICLR 2022), 2022
ILA-DA: Improving Transferability of Intermediate Level Attack with Data Augmentation
Published in the International Conference of Learning Representation (ICLR 2023), 2023
A Survey of Automated Data Augmentation for Image Classification: Learning to Compose, Mix, and Generate
Published in IEEE Transactions on Neural Networks and Learning Systems (Volume: 35, Issue: 10, Page(s): 13185-13205), 2024
talks
Talk 1 on Relevant Topic in Your Field
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Tutorial 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
COMP 4211 Machine Learning (2020 Spring)
COMP 4211 Machine Learning (2021 Spring)
COMP 1021 Introduction to Computer Science
L5, Room 4619, Mo 01:30PM - 02:20PM | Fr 09:00AM - 09:50AM
[3 Feb 2025] The course contents are posted under http://course.cse.ust.hk/comp1021/
COMP 2711 Discrete Mathematical Tools for Computer Science
L1, Room 2306, TuTh 09:00AM - 10:20AM
L2, Room 4619, TuTh 12:00PM - 01:20PM
[3 Feb 2025] The course contents are posted in Canvas.