Transactions/Journals:
Jayant Vyas, Jayesh Budhwani, and Debasis Das. "Pro-MTL: Parameterized Route Optimization using Multi-Task Learning." ACM Transactions on Intelligent Systems and Technology (2025). pdf
Sandip Kumar Burnwal, Pragati Sinha, Bhumika, Jayant Vyas, Debasis Das. "Co-Move: Covid-19 and Inter-region Human Mobility Analysis and Prediction." IEEE Transactions on Computational Social Systems (2024). pdf
Jayant Vyas, Bhumika, Debasis Das, and Santanu Chaudhury. "Federated Learning based Driver Recommendation for Next Generation Transportation System." Expert Systems with Applications (2023). pdf
Jayant Vyas, Debasis Das, and Santanu Chaudhury. "DriveBFR: Driver Behavior and Fuel Efficiency-Based Recommendation System." IEEE Transactions on Computational Social Systems (2021). pdf
Conferences:
Jayant Vyas, Ritesh Dhananjay Nikose, Pallavi Ramicetty, Shravan Mohan, Milind Savagaonkar, Anutosh Maitra, and Shubhashis Sengupta. "Towards Peer-to-Peer Split Learning". In 16th International Conference on COMmunication Systems & NETworkS (COMSNETS 2024) January 3-7, Bengaluru, India. pdf
Jayant Vyas, Bhumika, Debasis Das, and Santanu Chaudhury. "Dr. MTL: Driver Recommendation using Federated Multi-Task Learning". In IEEE 98th Vehicular Technology Conference: VTC2023-Fall, Hong Kong, 10-13 October 2023. pdf
Bhumika, Jayant Vyas, and Debasis Das. "Stress-Aware Recommendation for Safe Driving using MTL-ConvLSTM." In 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), pp. 3490-3495. IEEE, 2022 in Macau, China. pdf
Jayant Vyas, Nishit Bhardwaj, Bhumika, and Debasis Das. "TransDBC: Transformer for Multivariate Time-Series based Driver Behavior Classification." In 2022 International Joint Conference on Neural Networks (IJCNN), pp. 1-8. IEEE, 2022 in Padua, Italy. pdf
Jayant Vyas, Debasis Das, and Sajal K. Das. "Vehicular edge computing based driver recommendation system using federated learning." In 2020 IEEE 17th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), pp. 675-683. IEEE, 2020, (Virtual Conference). pdf
Patent:
Jayant Vyas, Bhumika, Debasis Das, and Santanu Chaudhury, "Intelligent Driving-Induced Stress Detection System", 2024. (Indian Patent Published, Application No: 202411060073)