Research Group
Meet our talented team of researchers
PhD Students
Generative AI
API Security
Auction Theory and Machine Learning
Medical Data Science
Time and Spectral Time Series Analysis
Medical Data Analysis
Interaction between Parents and Teens during Driving
Graph Neural Networks
Chatbosts for Funnel Optimization
Learning Approches for the Chaising Repairmna Problem
PhD Alumni
2022
Speaker Diarization
2022
APK Security
Masters Students
Dynamic Multimodal Attribute Completion
Research in Progress
Multi-Modal Learning for Product Attributes
Pipeline Optimization of Multimodal Systems
Masters Alumni
2025
Image Restoration in Adversarially Encrypted Medical Images
2025
LLMs & Explainability
2024
Speech Emotion Recognition using Computer Vision Methods
2024
Image-based Time Series Prediction
2024
Encrypted Traffic Classification
2023
Image-based Traffic Classification
2023
Reinforcement Learning
2023
Adversarial Examples
2023
XAI and URL Classification
2023
A Method for Evaluating the Performance and Design Optimizing of a Miniature Heart Pump
2023
Detecting Parallel Covert Data Transmission Channel in Video Conferencing using Machine Learning
2022
ICU Mortality
2022
Machine Learning
2022
An Open-Source Framework for Encrypted Internet and Malicious Traffic Classification
2022
Language-based Traffic Classification
2022
Towards a Classification Model for the Detection of Anxiety & Depression in Twitter
2021
Shared E-scooter Demand Prediction
2020
URL Malware
Research Assistants
Design Spaces
Former Research Assistants
2025
Multimodal Learning
2025
LLMs
2024-2025
Design Spaces, UTI early detection, Cancer detection
2022-2024
UTI early detection, Cancer detection, Emotions and AI
2021
COVID-19 Spread Prediction
2020-2021
ICU Mortality
2020-2021
ICU Patient Monitoring
2019-2020
Adversarial Coordination
2020
E-Commerce