Research Projects

MLaaS in the Wild: Workload Analysis and Scheduling in Large-Scale Heterogeneous GPU Clusters

Spatial Trajectory Computing

Searching on Encrypted Data

Underwater SLAM for Marine Robot Navigation

Federated Learning Systems: Performance Profiling and Optimization

Pushing the Limit of IoT Sensing

Fostering Engagement in Technology-Mediated Stress Management with Biofeedback Design

MepsBot: A Writing Assistant for Mental Health Peer Support

Understanding Users' Preference on Big Data

Learning to Synthesize Images

Robo-lawyer: A Contract Generator Chatbot

Pinpoint: Finding Software Vulnerabilities in Real World Programs

Approximate Query Processing

Code Analysis, Testing and Learning

Machine Learning for Predictive Analytics on e-Learning Platforms

Spatiotemporal Machine Learning Models for Precipitation Nowcasting

Mood Modulation of Music

Location Sensing for Smart City

CODA: Facilitating Big Data Applications via Network Optimization

Spatial-Temporal Crowdsourcing

Securing Smart Devices

Towards Understanding of Engagement in Human-Robot Interaction