Publications

Displaying 1 - 7 of 7

On the Assessment of Sensitivity of Autonomous Vehicle Perception

September 11, 2026

Author(s)

Apostol Vassilev, Munawar Hasan, Thoshitha Gamage, Pavlo Piliptchak, Mahima Arora, Edward Griffor, Honglan Jin

The viability of automated driving is heavily dependent on the performance of perception systems to deliver real-time, accurate, and reliable information for robust decision-making and vehicle maneuvers. These systems must perform reliably not only under

Sarus: Privacy-Preserving Multi-Vendor Perception Fusion via Homomorphic Encryption

July 21, 2026

Author(s)

Munawar Hasan, Apostol Vassilev

Cooperative perception enables autonomous vehicles (AVs) to improve situational awareness by aggregating detection outputs from multiple agents and sensing platforms, often via a shared fusion service in multi-vendor deployments. However, sharing such

META LEARNING WITH LANGUAGE MODELS: CHALLENGES AND OPPORTUNITIES IN THE CLASSIFICATION OF IMBALANCED TEXT

October 23, 2023

Author(s)

Apostol Vassilev, Honglan Jin, Munawar Hasan

Detecting out of policy speech (OOPS) content is important but difficult. While machine learning is a powerful tool to tackle this challenging task, it is hard to break the performance ceiling due to factors like quantity and quality limitations on

Can you tell? SSNet - a Biologically-inspired Neural Network Framework for Sentiment Classifiers

February 2, 2022

Author(s)

Apostol Vassilev, Munawar Hasan, Honglan Jin

When people try to understand nuanced language they typically process multiple input sensor modalities to complete this cognitive task. It turns out the human brain has even a specialized neuron formation, called sagittal stratum, to help us understand

Can you tell? SSNet - a Biologically-inspired Neural Network Framework for Sentiment Classifiers

March 4, 2021

Author(s)

Apostol Vassilev, Munawar Hasan, Honglan Jin

Can you tell? SSNet - a Sagittal Stratum-inspired Neural Network Framework for Sentiment Analysis

September 24, 2020

Author(s)

Apostol T. Vassilev, Munawar Hasan

Can you tell? SSNet - a Sagittal Stratum-inspired Neural Network Framework for Sentiment Analysis

June 23, 2020

Author(s)

Apostol T. Vassilev, Munawar Hasan

Search Publications by: Munawar Hasan (IntlAssoc)