Latest
DPVisCreator: Incorporating Pattern Constraints to Privacy-preserving Visualizations via Differential Privacy
IEEE TVCG | IEEE Transactions on Visualization and Computer Graphics
Data privacy is an essential issue in publishing data visualizations. However, it is challenging to represent multiple data patterns in …
Multivariate Time-Series Forecasting with Temporal Polynomial Graph Neural Networks
NeurIPS | Proceedings of the Advances in Neural Information Processing Systems
Modeling multivariate time series (MTS) is critical in modern intelligent systems. The accurate forecast of MTS data is still …
ChartNavigator: An Interactive Pattern Identification and Annotation Framework for Charts
IEEE TKDE | IEEE Transactions on Knowledge and Data Engineering
Patterns in charts refer to interesting visual features or forms. Identifying patterns not only helps analysts understand the …
SHOT-VAE: Semi-supervised Deep Generative Models With Label-aware ELBO Approximations
AAAI | Proceedings of the AAAI Conference on Artificial Intelligence
Semi-supervised variational autoencoders (VAEs) have obtained strong results, but have also encountered the challenge that good ELBO …
KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation
ICML | Proceedings of the Thirty-eighth International Conference on Machine Learning
Conventional unsupervised multi-source domain adaptation (UMDA) methods assume all source domains can be accessed directly. This …
