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2020 – today
- 2024
[c6]Marcus de Carvalho, Mahardhika Pratama
, Jie Zhang, Haoyan Chua, Edward Kien Yee Yapp:
Towards Cross-Domain Continual Learning. ICDE 2024: 1131-1142- [c5]Appan Rakaraddi, Siew-Kei Lam, Mahardhika Pratama, Marcus de Carvalho:
Graph Mining under Data scarcity. IJCNN 2024: 1-7 - [i7]Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Haoyan Chua, Edward Kien Yee Yapp:
Towards Cross-Domain Continual Learning. CoRR abs/2402.12490 (2024) - [i6]Appan Rakaraddi, Siew-Kei Lam, Mahardhika Pratama, Marcus de Carvalho:
Graph Mining under Data scarcity. CoRR abs/2406.04825 (2024) - 2023
- [j2]Weiwei Weng, Mahardhika Pratama, Choiru Za'in, Marcus de Carvalho, Appan Rakaraddi, Andri Ashfahani, Edward Kien Yee Yapp:
Autonomous Cross Domain Adaptation Under Extreme Label Scarcity. IEEE Trans. Neural Networks Learn. Syst. 34(10): 6839-6850 (2023) - 2022
- [j1]Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Edward Kien Yee Yapp:
ACDC: Online unsupervised cross-domain adaptation. Knowl. Based Syst. 253: 109486 (2022) - [c4]Appan Rakaraddi, Siew-Kei Lam, Mahardhika Pratama, Marcus de Carvalho:
Reinforced Continual Learning for Graphs. CIKM 2022: 1666-1674 - [c3]Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Yajuan Sun:
Class-Incremental Learning via Knowledge Amalgamation. ECML/PKDD (3) 2022: 36-50 - [i5]Weiwei Weng, Mahardhika Pratama, Choiru Za'in, Marcus de Carvalho, Appan Rakaraddi, Andri Ashfahani, Edward Kien Yee Yapp:
Autonomous Cross Domain Adaptation under Extreme Label Scarcity. CoRR abs/2209.01548 (2022) - [i4]Appan Rakaraddi, Siew Kei Lam, Mahardhika Pratama, Marcus de Carvalho:
Reinforced Continual Learning for Graphs. CoRR abs/2209.01556 (2022) - [i3]Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Yajuan Sun:
Class-Incremental Learning via Knowledge Amalgamation. CoRR abs/2209.02112 (2022) - 2021
- [i2]Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Edward Kien Yee Yapp:
ACDC: Online Unsupervised Cross-Domain Adaptation. CoRR abs/2110.01326 (2021)
2010 – 2019
- 2019
- [c2]Mahardhika Pratama, Marcus de Carvalho, Renchunzi Xie, Edwin Lughofer, Jie Lu:
ATL: Autonomous Knowledge Transfer from Many Streaming Processes. CIKM 2019: 269-278 - [i1]Mahardhika Pratama, Marcus de Carvalho, Renchunzi Xie, Edwin Lughofer, Jie Lu:
ATL: Autonomous Knowledge Transfer from Many Streaming Processes. CoRR abs/1910.03434 (2019) - 2018
- [c1]Marcus de Carvalho, Mahardhika Pratama:
Improving shallow neural network by compressing deep neural network. SSCI 2018: 1382-1387
Coauthor Index
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