Publications (19)
Mixed Precision Quantization to Tackle Gradient Leakage Attacks in Federated Learning
Pretom Roy Ovi, Emon Dey, Nirmalya Roy +1
A Lightweight Plug-in Module for Introducing Post-Quantum Cryptography in Higher Education: An Experience Report
Ainaz Jamshidi, Khushdeep Kaur, Aryya Gangopadhyay +2
An Edge-Cloud Integrated Framework for Flexible and Dynamic Stream Analytics
Xin Wang, Azim Khan, Jianwu Wang +3
TinyM$^2$Net: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices
Hasib-Al Rashid, Pretom Roy Ovi, Carl Busart +2
A Survey of Post-Quantum Cryptography Support in Cryptographic Libraries
Nadeem Ahmed, Lei Zhang, Aryya Gangopadhyay
Hilbert-Augmented Reinforcement Learning for Scalable Multi-Robot Coverage and Exploration
Tamil Selvan Gurunathan, Aryya Gangopadhyay
AutoCogniSys: IoT Assisted Context-Aware Automatic Cognitive Health Assessment
Mohammad Arif Ul Alam, Nirmalya Roy, Sarah Holmes +2
Fuzzy Approach Topic Discovery in Health and Medical Corpora
Amir Karami, Aryya Gangopadhyay, Bin Zhou +1
FLATM: A Fuzzy Logic Approach Topic Model for Medical Documents
Amir Karami, Aryya Gangopadhyay, Bin Zhou +1
Skip-WaveNet: A Wavelet based Multi-scale Architecture to Trace Snow Layers in Radar Echograms
Debvrat Varshney, Masoud Yari, Oluwanisola Ibikunle +4
CCS-GAN: COVID-19 CT-scan classification with very few positive training images
Sumeet Menon, Jayalakshmi Mangalagiri, Josh Galita +7
TinyVQA: Compact Multimodal Deep Neural Network for Visual Question Answering on Resource-Constrained Devices
Hasib-Al Rashid, Argho Sarkar, Aryya Gangopadhyay +2
Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network
Jayalakshmi Mangalagiri, David Chapman, Aryya Gangopadhyay +7
NoisePQC++: A Unified NIST-Compliant PQC and Hybrid-PQC Implementation of the Noise Protocol
Nadeem Ahmed, Aryya Gangopadhyay, Lei Zhang
TagTeam: Towards Wearable-Assisted, Implicit Guidance for Human--Drone Teams
Kasthuri Jayarajah, Aryya Gangopadhyay, Nicholas Waytowich
Generating Realistic COVID19 X-rays with a Mean Teacher + Transfer Learning GAN
Sumeet Menon, Joshua Galita, David Chapman +7
Integrating Frequency-Domain Representations with Low-Rank Adaptation in Vision-Language Models
Md Azim Khan, Aryya Gangopadhyay, Jianwu Wang +1
Reproducible and Portable Big Data Analytics in the Cloud
Xin Wang, Pei Guo, Xingyan Li +4
Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning
Neha Singh, Nirmalya Roy, Aryya Gangopadhyay