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Publication date Communities Collections Article title Author(s) Journal/Conference
6 May 2025 SERC Institute for Infocomm Research A Survey and Evaluation of Adversarial Attacks in Object Detection Khoi Nguyen Tiet Nguyen, Wenyu Zhang, Kangkang Lu, Yu-Huan Wu, Xingjian Zheng, Hui Li Tan, Liangli Zhen IEEE Transactions on Neural Networks and Learning Systems
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
4 Jun 2023 SERC Institute for Infocomm Research On Adversarial Robustness of Audio Classifiers Kangkang Lu, Manh Cuong Nguyen, Xun Xu, Chuan Sheng Foo ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
16 Feb 2023 SERC Institute for Infocomm Research Diverse and consistent multi-view networks for semi-supervised regression Cuong Nguyen, Arun Raja, Le Zhang, Xun Xu, Balagopal Unnikrishnan, Mohamed Ragab, Kangkang Lu, Chuan-Sheng Foo Machine Learning
27 Jul 2022 SERC Institute for Infocomm Research SemiCurv: Semi-Supervised Curvilinear Structure Segmentation Xun Xu, Manh Cuong Nguyen, Yasin Yazici, Kangkang Lu, Hlaing Min, Chuan-Sheng Foo IEEE Transactions on Image Processing
7 May 2021 SERC Institute for Infocomm Research ARMOURED: Adversarially Robust MOdels using Unlabeled data by REgularizing Diversity Kangkang Lu, Cuong Manh Nguyen, Xun Xu, Kiran Krishnamachari, Yu Jing Goh, Chuan Sheng Foo International Conference on Learning Representations (ICLR) 2021
15 Sep 2019 SERC Institute for Infocomm Research Semi-supervised Audio Classification with Consistency-Based Regularization Kangkang Lu, Chuan Sheng Foo, Kah Kuan Teh, Tran Huy Dat, Vijay Ramaseshan Chandrasekhar INTERSPEECH 2019