2 code implementations • 22 Sep 2023 • Xirong Cao, Xiang Li, Divyesh Jadav, Yanzhao Wu, Zhehui Chen, Chen Zeng, Wenqi Wei
Diffusion models have gained prominence in the image domain for their capabilities in data generation and transformation, achieving state-of-the-art performance in various tasks in both image and audio domains.
no code implementations • 20 Mar 2023 • Wenqi Wei, Mu Qiao, Divyesh Jadav
In the meantime, we show that GNN-Ensemble can significantly improve the adversarial robustness against attacks on GNNs.
no code implementations • 4 Jan 2020 • Yuya Jeremy Ong, Mu Qiao, Divyesh Jadav
In this work, we present a novel deep learning architecture, known as Temporal Tensor Transformation Network, which transforms the original multivariate time series into a higher order of tensor through the proposed Temporal-Slicing Stack Transformation.