Lectures

Neural network-based approximation, aiming to use neural networks to approximate some computation in applications or generate meaningful initial states of …

Narratives are sequence of events and one important way to understand narratives is to interpret events’ order (i.e. timeline). However, …

Graphs are prevalent in various domains to describe complex relationships among entities and have been used widely in many real-world …

Nowadays, the security community is facing challenges from not only lone individuals, but also organizations with strategic agendas, which have …

Binary classifiers appear in various applications such as learning, estimation, data compression, and hypothesis testing. A binary classifier computes a …

Across our digital lives, two powerful forces of data utility and data privacy push and pull against each other. In …