Publications
Lean Launch Data Engineering Projects With Super Type Power
Kenny Zhuo Ming Lu, Innovative Technologies for Market Leadership: Investing in the Future. Editors, Glauner and Plugmann, 2020, Springer, 119 – 132
LiS: Lightweight Signature Schemes for Continuous Message Authentication in Cyber-Physical Systems
Zheng Yang, Chenglu Jin, Yangguang Tian, Junyu Lai, and Jianying Zhou, ACM AsiaCCS’20
Lymphocyte counting–Error Analysis of Regression versus Bounding Box Detection Approaches
LG Foo, A Binder, arXiv preprint arXiv, 2007.10817, https://arxiv.org/pdf/2007.10817
Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling
Tan H.H., Herremans D., 2020. ISMIR., https://dorienherremans.com/sites/default/files/2007.15474.pdf
nnAudio: An on-the-fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolution Neural Networks
Cheuk K.W., Anderson H., Agres K., Herremans D., IEEE Access, https://dorienherremans.com/sites/default/files/nnAudio_0.pdf
Nudge for Deliberativeness: How Interface Features Influence Online Discourse
Sanju Menon, Weiyu Zhang, and Simon Perrault, Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI ’20), 13, https://doi.org/10.1145/3313831.3376646
OCEAN: A Dual Learning Approach for Generalized Zero- Shot Sketch-Based Image Retrieval
Jiawen ZHU, Xing XU, Fumin SHEN, Roy Ka-Wei LEE, Zheng WANG, and Heng Tao SHEN, IEEE International Conference on Multimedia & Expo (ICME’20)
PerceptionGAN: Real-world image construction from provided text through perceptual understanding
Garg K., Singh A., Herremans D., Lall B., 2020. 4th Int. Conf. on Imaging, Vision and Pattern Recognition (IVPR), and 9th Int. Conf. on Informatics, Electronics & Vision (ICIEV)., https://dorienherremans.com/sites/default/files/perceptionGAN-preprint.pdf
Policy-based Chameleon Hash for Blockchain Rewriting with Black-box Accountability
Yangguang Tian, Nan Li, Yingjiu Li, Pawel Szalachowski, and Jianying Zhou, 2020 Annual Computer Security Applications Conference (ACSAC’20)
Process Skew: Fingerprinting the Process for Anomaly Detection in Industrial Control Systems
Chuadhry Mujeeb Ahmed, Jay Prakash, Rizwan Qadeer, Anand Agrawal, and Jianying Zhou, 2020 ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec’20)