| 2022 | AsiaCCS | EnclaveTree: Privacy-preserving Data Stream Training and Inference Using TEE. | Qifan Wang, Shujie Cui, Lei Zhou, Ocean Wu, Yonghua Zhu, Giovanni Russello |
| 2022 | DSAA | Online Air Pollution Inference using Concept Recurrence and Transfer Learning. | Bowen Chen, Yun Sing Koh, Gillian Dobbie, Ocean Wu, Guy Coulson, Gustavo Olivares |
| 2022 | ICDM | Cost-Effective Transfer Learning for Data Streams. | Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe |
| 2021 | ACML | Transfer Learning with Adaptive Online TrAdaBoost for Data Streams. | Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe |
| 2021 | IJCNN | A Meta-Learning Approach for Automated Hyperparameter Tuning in Evolving Data Streams. | Thomas Lacombe, Yun Sing Koh, Gillian Dobbie, Ocean Wu |
| 2021 | IJCNN | Nacre: Proactive Recurrent Concept Drift Detection in Data Streams. | Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe |
| 2020 | IJCNN | GPU-based State Adaptive Random Forest for Evolving Data Streams. | Ocean Wu, Yun Sing Koh, Giovanni Russello |
| 2020 | PAKDD | PEARL: Probabilistic Exact Adaptive Random Forest with Lossy Counting for Data Streams. | Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe |