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Publication date Communities Collections Article title Author(s) Journal/Conference
25 Aug 2024 SERC Institute for Infocomm Research Class-incremental Learning for Time Series: Benchmark and Evaluation Zhongzheng Qiao, Quang Pham, Zhen Cao, Hoang H. Le, P. N. Suganthan, Xudong Jiang, Savitha Ramasamy Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
6 Dec 2023 SERC Institute for Infocomm Research HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts via HyperNetwork Giang Do, Khiem Le, Quang Pham, TrungTin Nguyen, Thanh-Nam Doan, Binh T. Nguyen, Chenghao Liu, Savitha Ramasamy, Xiaol Li, Steven Hoi The 2023 Conference on Empirical Methods in Natural Language Processing
13 Oct 2023 SERC Institute for Infocomm Research Continual Learning, Fast and Slow Quang Pham, Chenghao Liu, Steven C. H. Hoi IEEE Transactions on Pattern Analysis and Machine Intelligence
31 May 2023 SERC Institute for Infocomm Research Learning Fast and Slow for Online Time Series Forecasting Quang Pham, Chenghao Liu, Doyen Sahoo, Steven Hoi International Conference on Learning Representations
31 May 2023 SERC Institute for Infocomm Research Adaptive-saturated RNN: Remember more with less instability Khoi Minh Nguyen-Duy, Quang Pham, Binh Nguyen International Conference on Learning Representations