Publications
Understanding Integrated Gradients with SmoothTaylor for Deep Neural Network Attribution
GSW Goh, S Lapuschkin, L Weber, W Samek, A Binder, 2020, ICPR 2020, https://arxiv.org/pdf/2004.10484
Unsupervised disentanglement of pitch and timbre for isolated musical instrument sounds
Luo Y.J., Cheuk K.W., Nakano T., Goto M., Herremans D., 2020, 2020. Proceedings of the International Society of Music Information Retrieval (ISMIR)., https://arxiv.org/abs/1906.08152
First-order methods Almost Always Avoid Saddle Points: The case of Vanishing Step-sizes
Ioannis Panageas, Xiao Wang and Georgios Piliouras, 2019, 33rd Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada
Identifying and Understanding Business Trends using Topic Models with Word Embedding
Yun Ning Pek and Kwan Hui Lim, 2019, Proceedings of the 2019 IEEE International Conference on Big Data (BigData’19), Poster Track, 3
Sentiment-Aware and Personalized Tour Recommendation
Prarthana Padia, Kwan Hui Lim, Jeffrey Chan and Aaron Harwood, 2019, roceedings of the 2019 IEEE International Conference on Big Data (BigData’19), 10
Spatio-temporal Event Detection using Poisson Model and Quad-tree on Geotagged Social Media
Yasmeen George, Shanika Karunasekera, Aaron Harwood and Kwan Hui Lim, 2019, Proceedings of the 2019 IEEE International Conference on Big Data (BigData’19), 10
Modeling Adversarial Physical Movement in a Railway Station: Classification and Metrics
Carmen Cheh, Binbin Chen, William G. Temple and William H. Sanders, 2019, Transactions on Cyber-Physical Systems (TCPS), 7
On Hiddenness of Moving Target Defense against False Data Injection Attacks on Power Grid
Zhenyong Zhang, Ruilong Deng, David K. Y. Yau, Peng Cheng, and Jiming Chen, 2019, ACM Trans. Cyber-physical Systems (TCPS)
Reliable federated learning for mobile networks
Jiawen Kang, Zehui Xiong, Dusit Niyato, Yuze Zou, Yang Zhang, and Mohsen Guizani, 2019, IEEE Wireless Communications, accepted.
Learning-Based Time Delay Attack Characterization for Cyber-Physical Systems
Xin Lou, Cuong Tran, David K.Y. Yau, Rui Tan, Hongwei Ng, Tom Zhengjia Fu, and Marianne Winslett, 2019, In Proc. IEEE SmartGridComm Workshop on AI in Energy Systems, Beijing, China