Modified Convolutional Neural Network Architecture Analysis for Facial Emotion Recognition. - Abhishek Verma; Piyush Singh; John Sahaya Rani Alex (IWSSIP, 2019)

Interactive Learning for Assisting Whole Slide Image Annotation. - Ashish Menon; Piyush Singh; P. K. Vinod; C. V. Jawahar (ACPR (2), 2021)

Automatic Collection Creation and Recommendation. - Sanidhya Singal; Piyush Singh; Manjeet Dahiya (RecSys, 2021)

Disease and pest infection detection in coconut tree through deep learning techniques. - Piyush Singh; Abhishek Verma; John Sahaya Rani Alex (Comput. Electron. Agric., 2021)

Dynamic Multi-Incentive Framework for Edge Vehicular Crowdsensing in IoV Networks. - Piyush Singh; Bishmita Hazarika; Keshav Singh; Chih-Peng Li; Trung Q. Duong (GLOBECOM, 2024)

Federated Deep Reinforcement Learning Enhanced Dynamic Vehicular Edge Caching Management. - Piyush Singh; Bishmita Hazarika; Keshav Singh; Cunhua Pan; Wan-Jen Huang; Chih-Peng Li (GLOBECOM, 2024)

IoT Based Plant Monitoring System For Smart Irrigation. - Ishan Mandal; Sudip Raj Mandal; Piyush Singh; Sarthika Pun; Monalisa Mishra (ICCCNT, 2024)

Augmented Multiagent DRL for Multi-Incentive Task Prioritization in Vehicular Crowdsensing. - Piyush Singh; Bishmita Hazarika; Keshav Singh; Wan-Jen Huang; Chih-Peng Li (IEEE Internet Things J., 2024)

DRL-Based Federated Learning for Efficient Vehicular Caching Management. - Piyush Singh; Bishmita Hazarika; Keshav Singh; Cunhua Pan; Wan-Jen Huang; Chih-Peng Li (IEEE Internet Things J., 2024)

Digital Twin-Assisted Adaptive Federated Multi-Agent DRL with GenAI for Optimized Resource Allocation in IoV Networks. - Piyush Singh; Bishmita Hazarika; Keshav Singh; Wan-Jen Huang; Trung Q. Duong (WCNC, 2025)

UStyle: Waterbody Style Transfer of Underwater Scenes by Depth-Guided Feature Synthesis. - Md Abu Bakr Siddique; Junliang Liu; Piyush Singh; Md Jahidul Islam (CoRR, 2025)

GenAI-Enhanced Federated Multiagent DRL for Digital-Twin-Assisted IoV Networks. - Piyush Singh; Bishmita Hazarika; Keshav Singh; Wan-Jen Huang; Trung Q. Duong (IEEE Internet Things J., 2025)

Generative AI-Augmented Graph Reinforcement Learning for Adaptive UAV Swarm Optimization. - Bishmita Hazarika; Piyush Singh; Keshav Singh; Simon L. Cotton; Hyundong Shin; Octavia A. Dobre; Trung Q. Duong (IEEE Internet Things J., 2025)