Data Science and System Security | Yuncong Chen

NEC Laboratories America, Inc. (NEC Labs) is the US-based center for NEC Corporation’s global network of corporate research laboratories. Our diverse research groups collaborate with industry, academia and governments to provide disruptive solutions to complex problems. A leader in the integration of IT and network technologies with more than 100 years of expertise, NEC provides a combination of products and solutions that cross-utilize the company’s experience and global resources to meet the complex and ever-changing needs of its customers.

Data Science and System Security | Yuncong Chen

Yuncong Chen

Publications

Skill Disentanglement for Imitation Learning from Suboptimal Demonstrations

State-Aware Anomaly Detection for Massive Sensor Data in Internet of Things

Unsupervised Anomaly Detection Under A Multiple Modeling Strategy Via Model Set Optimization Through Transfer Learning

Time Series Contrastive Learning with Information-Aware Augmentations

Deep Federated Anomaly Detection for Multivariate Time Series Data

SEED: Sound Event Early Detection via Evidential Uncertainty

Ordinal Quadruplet: Retrieval of Missing Labels in Ordinal Time Series

Dynamic Causal Discovery in Imitation Learning

Convolutional Transformer based Dual Discriminator Generative Adversarial Networks for Video Anomaly Detection

At the Speed of Sound: Efficient Audio Scene Classification

Deep Unsupervised Binary Coding Networks for Multivariate Time Series Retrieval

Temporal Context-aware Representation Learning for Question Routing

Contact Us

About Us

Our Pages

Read Our Blog Posts