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Publication date Communities Collections Article title Author(s) Journal/Conference
27 Sep 2024 SERC Institute for Infocomm Research Box-Level Class-Balanced Sampling For Active Object Detection Jingyi Liao, Xun Xu, Chuan-Sheng Foo, Lile Cai 2024 IEEE International Conference on Image Processing (ICIP)
11 Jun 2024 SERC Institute for Infocomm Research Hybrid Active Learning with Uncertainty-Weighted Embeddings Yinan He, Lile Cai, Jingyi Liao, Chuan-Sheng Foo Transactions on Machine Learning Research
12 Mar 2024 SERC Institute for Infocomm Research COFT-AD: COntrastive Fine-Tuning for Few-Shot Anomaly Detection Jingyi Liao, Xun Xu, Manh Cuong Nguyen, Adam Goodge, Chuan Sheng Foo IEEE Transactions on Image Processing
7 Nov 2023 SERC Institute for Infocomm Research Revisiting pretraining for semi-supervised learning in the low-label regime Xun Xu, Jingyi Liao, Lile Cai, Manh Cuong Nguyen, Kangkang Lu, Wanyue Zhang, Yasin Yazici, Chuan Sheng Foo Neurocomputing
6 Sep 2021 SERC Institute for Infocomm Research ENAD: An Ensemble Framework for Unsupervised Network Anomaly Detection Jingyi Liao, Sin G. Teo, Partha Pratim Kundu, Tram Truong-Huu 2021 IEEE International Conference on Cyber Security and Resilience (CSR)
12 Oct 2020 SERC Institute for Infocomm Research An Empirical Study on Unsupervised Network Anomaly Detection using Generative Adversarial Networks Tram Truong-Huu, Nidhya Dheenadhayalan, Partha Pratim Kundu, Vasudha Ramnath, Jingyi Liao, Sin G. Teo, Sai Praveen Kadiyala SPAI '20: Proceedings of the 1st ACM Workshop on Security and Privacy on Artificial Intelligence