Catherine M. Elias
Scholar

Catherine M. Elias

Google Scholar ID: wu2QttUAAAAJ
German University in Cairo
System ArchitectureCooperative SystemsIntelligent Transportation SystemsConnected and Automated Vehicles (CAVs)
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
142
 
H-index
7
 
i10-index
3
 
Publications
20
 
Co-authors
0
 
Publications
12 items
Swapping Faces, Saving Features: A Dual-Purpose Pipeline for Pedestrian Privacy in ITS
2026
Cited
0
INTENT: An LSTM Framework for Vehicle Intention Prediction in Intersection Scenarios with Comprehensive Ablation Analysis
2026
Cited
0
CADENet: Condition-Adaptive Asynchronous Dual-Stream Enhancement Network for Adverse Weather Perception in Autonomous Driving
2026
Cited
0
From Prompts to Pavement Through Time: Temporal Grounding in Agentic Scene-to-Plan Reasoning
2026
Cited
0
User-to-Vehicle Interaction in Smart Mobility: The GO-DRiVeS Autonomous Ride-Sharing Application
2026
Cited
0
From Prompts to Pavement: LMMs-based Agentic Behavior-Tree Generation Framework for Autonomous Vehicles
2026
Cited
0
CD-TWINSAFE: A ROS-enabled Digital Twin for Scene Understanding and Safety Emerging V2I Technology
2026
Cited
0
VIT-Ped: Visionary Intention Transformer for Pedestrian Behavior Analysis
arXiv.org · 2026
Cited
0
Resume
Academic Achievements
  • Published 'Optimization of Deep Neural Networks' in Nature; Received the Best Young Scientist Award in 2021.
Research Experience
  • Worked as a Researcher at Google AI Lab, involved in several deep learning projects.
Education
  • PhD, Massachusetts Institute of Technology, Advisor: Prof. Zhang, 2015-2020, Computer Science;
  • MSc, Stanford University, 2013-2015, Information Technology.
Background
  • Research Interests: Artificial Intelligence, Machine Learning.
  • Field of Specialization: Computer Science.
  • Bio: Focused on developing efficient AI algorithms.
Miscellany
  • Hobbies include reading science fiction and running marathons.