Shriyank Somvanshi

According to our database, Shriyank Somvanshi authored at least 19 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Bridging the Black Box: A Survey on Mechanistic Interpretability in AI.

Shriyank Somvanshi, Md. Monzurul Islam, Amir Rafe, Anannya Ghosh Tusti, Arka Chakraborty, Anika Baitullah, Tausif Islam Chowdhury, Nawaf Alnawmasi, Anandi K. Dutta, Subasish Das

ACM Comput. Surv., June, 2026

From Tiny Machine Learning to Tiny Deep Learning: A Survey.

Shriyank Somvanshi, Md. Monzurul Islam, Gaurab Chhetri, Rohit Chakraborty, Mahmuda Sultana Mimi, Sawgat Ahmed Shuvo, Kazi Sifatul Islam, Syed Aaqib Javed, Sharif Ahmed Rafat, Anandi K. Dutta, Subasish Das

ACM Comput. Surv., May, 2026

A Survey on Kolmogorov-Arnold Network.

Shriyank Somvanshi, Syed Aaqib Javed, Md. Monzurul Islam, Diwas Pandit, Subasish Das

ACM Comput. Surv., January, 2026

Image-Based Crash Severity Analysis: Transforming Tabular Data Using Convolutional Neural Networks.

Shriyank Somvanshi, Gian Antariksa, Subasish Das, Jinli Liu, Ahmed Hossain

IEEE Access, 2026

2025

Post-Quantum Cryptography and Quantum-Safe Security: A Comprehensive Survey.

Gaurab Chhetri, Shriyank Somvanshi, Pavan Hebli, Shamyo Brotee, Subasish Das

CoRR, October, 2025

Model Context Protocols in Adaptive Transport Systems: A Survey.

Gaurab Chhetri, Shriyank Somvanshi, Md. Monzurul Islam, Shamyo Brotee, Mahmuda Sultana Mimi, Dipti Koirala, Biplov Pandey, Subasish Das

CoRR, August, 2025

ST-GraphNet: A Spatio-Temporal Graph Neural Network for Understanding and Predicting Automated Vehicle Crash Severity.

Mahmuda Sultana Mimi, Md. Monzurul Islam, Anannya Ghosh Tusti, Shriyank Somvanshi, Subasish Das

CoRR, June, 2025

A Comprehensive Survey on Bio-Inspired Algorithms: Taxonomy, Applications, and Future Directions.

Shriyank Somvanshi, Md. Monzurul Islam, Syed Aaqib Javed, Gaurab Chhetri, Kazi Sifatul Islam, Tausif Islam Chowdhury, Sazzad Bin Bashar Polock, Anandi K. Dutta, Subasish Das

CoRR, June, 2025

Applying MambaAttention, TabPFN, and TabTransformers to Classify SAE Automation Levels in Crashes.

Shriyank Somvanshi, Anannya Ghosh Tusti, Mahmuda Sultana Mimi, Md. Monzurul Islam, Sazzad Bin Bashar Polock, Anandi K. Dutta, Subasish Das

CoRR, June, 2025

A Survey on Structured State Space Sequence (S4) Models.

Shriyank Somvanshi, Md. Monzurul Islam, Mahmuda Sultana Mimi, Sazzad Bin Bashar Polock, Gaurab Chhetri, Subasish Das

CoRR, March, 2025

ST-GraphNet: A Spatio-Temporal Graph Neural Network for Understanding and Predicting Automated Vehicle Crash Severity.

Mahmuda Sultana Mimi, Md. Monzurul Islam, Anannya Ghosh Tusti, Shriyank Somvanshi, Subasish Das, Xinyue Ye

Proceedings of the 1st ACM SIGSPATIAL International Workshop on Spatial Intelligence for Smart and Connected Communities, 2025

Applying Tabular Deep Learning Models to Estimate Crash Injury Types of Young Motorcyclists.

Shriyank Somvanshi, Anannya Ghosh Tusti, Rohit Chakraborty, Subasish Das

Proceedings of the IEEE Conference on Artificial Intelligence, 2025

A Survey on Generative AI in Transportation Systems Management and Operation.

Shriyank Somvanshi, Jinli Liu, Subasish Das

Proceedings of the IEEE Conference on Artificial Intelligence, 2025

Crash Severity Analysis of Child Bicyclists Using Arm-Net and Mambanet.

Shriyank Somvanshi, Rohit Chakraborty, Subasish Das, Anandi K. Dutta

Proceedings of the IEEE Conference on Artificial Intelligence, 2025

Comparative Analysis of Advanced AI-Based Object Detection Models for Pavement Marking Quality Assessment During Daytime.

Gian Antariksa, Rohit Chakraborty, Shriyank Somvanshi, Subasish Das, Mohammad Jalayer, Deep Rameshkumar Patel, David Mills

Proceedings of the IEEE Conference on Artificial Intelligence, 2025

Tabular Data with Class Imbalance: Predicting Electric Vehicle Crash Severity with Pretrained Transformers (TabPFN) and Mamba-Based Models.

Shriyank Somvanshi, Pavan Hebli, Gaurab Chhetri, Subasish Das

Proceedings of the International Conference on Machine Learning and Applications, 2025

Unmasking Vehicle Automation-Severity Interactions Through Multimodal Association Rules Mining.

Rohit Chakraborty, Md. Monzurul Islam, Shriyank Somvanshi, Swastika Barua, Subasish Das

Proceedings of the IEEE International Conference on Data Mining, 2025

2024

A Survey on Deep Tabular Learning.

Shriyank Somvanshi, Subasish Das, Syed Aaqib Javed, Gian Antariksa, Ahmed Hossain

CoRR, 2024

2023

Wind Speed Forecasting for Designing Sustainable Wastewater Treatment Plants.

Shriyank Somvanshi, Emily Zhu Fainman, Keisuke Ikehata, Damian Valles Molina, Tongdan Jin

Proceedings of the 13th IEEE Annual Computing and Communication Workshop and Conference, 2023