Shriyank Somvanshi

24 papers C 1Journal 17Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Survey on Kolmogorov-Arnold Network.
ACM Comput. Surv.
Shriyank Somvanshi, Syed Aaqib Javed, Md. Monzurul Islam, Diwas Pandit, Subasish Das
2026 J jnl
Bridging the Black Box: A Survey on Mechanistic Interpretability in AI.
ACM Comput. Surv.
Shriyank Somvanshi, Md. Monzurul Islam, Amir Rafe, Anannya Ghosh Tusti, Arka Chakraborty, Anika Baitullah, Tausif Islam Chowdhury, Nawaf Alnawmasi, Anandi K. Dutta, Subasish Das
2026 J jnl
From Tiny Machine Learning to Tiny Deep Learning: A Survey.
ACM Comput. Surv.
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
2026 J jnl
Image-Based Crash Severity Analysis: Transforming Tabular Data Using Convolutional Neural Networks.
IEEE Access
Shriyank Somvanshi, Gian Antariksa, Subasish Das, Jinli Liu, Ahmed Hossain
2025 J jnl
A Comprehensive Survey on Bio-Inspired Algorithms: Taxonomy, Applications, and Future Directions.
CoRR
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
2025 — conf
A Survey on Generative AI in Transportation Systems Management and Operation.
CAI
Shriyank Somvanshi, Jinli Liu, Subasish Das
2025 J jnl
A Survey on Structured State Space Sequence (S4) Models.
CoRR
Shriyank Somvanshi, Md. Monzurul Islam, Mahmuda Sultana Mimi, Sazzad Bin Bashar Polock, Gaurab Chhetri, Subasish Das
2025 J jnl
Applying MambaAttention, TabPFN, and TabTransformers to Classify SAE Automation Levels in Crashes.
CoRR
Shriyank Somvanshi, Anannya Ghosh Tusti, Mahmuda Sultana Mimi, Md. Monzurul Islam, Sazzad Bin Bashar Polock, Anandi K. Dutta, Subasish Das
2025 — conf
Applying Tabular Deep Learning Models to Estimate Crash Injury Types of Young Motorcyclists.
CAI
Shriyank Somvanshi, Anannya Ghosh Tusti, Rohit Chakraborty, Subasish Das
2025 J jnl
Applying Tabular Deep Learning Models to Estimate Crash Injury Types of Young Motorcyclists.
CoRR
Shriyank Somvanshi, Anannya Ghosh Tusti, Rohit Chakraborty, Subasish Das
2025 — conf
Comparative Analysis of Advanced AI-Based Object Detection Models for Pavement Marking Quality Assessment During Daytime.
CAI
Gian Antariksa, Rohit Chakraborty, Shriyank Somvanshi, Subasish Das, Mohammad Jalayer, Deep Rameshkumar Patel, David Mills
2025 J jnl
Comparative Analysis of Advanced AI-based Object Detection Models for Pavement Marking Quality Assessment during Daytime.
CoRR
Gian Antariksa, Rohit Chakraborty, Shriyank Somvanshi, Subasish Das, Mohammad Jalayer, Deep Rameshkumar Patel, David Mills
2025 — conf
Crash Severity Analysis of Child Bicyclists Using Arm-Net and Mambanet.
CAI
Shriyank Somvanshi, Rohit Chakraborty, Subasish Das, Anandi K. Dutta
2025 J jnl
Crash Severity Analysis of Child Bicyclists using Arm-Net and MambaNet.
CoRR
Shriyank Somvanshi, Rohit Chakraborty, Subasish Das, Anandi K. Dutta
2025 J jnl
From Tiny Machine Learning to Tiny Deep Learning: A Survey.
CoRR
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
2025 J jnl
Model Context Protocols in Adaptive Transport Systems: A Survey.
CoRR
Gaurab Chhetri, Shriyank Somvanshi, Md. Monzurul Islam, Shamyo Brotee, Mahmuda Sultana Mimi, Dipti Koirala, Biplov Pandey, Subasish Das
2025 J jnl
Post-Quantum Cryptography and Quantum-Safe Security: A Comprehensive Survey.
CoRR
Gaurab Chhetri, Shriyank Somvanshi, Pavan Hebli, Shamyo Brotee, Subasish Das
2025 J jnl
ST-GraphNet: A Spatio-Temporal Graph Neural Network for Understanding and Predicting Automated Vehicle Crash Severity.
CoRR
Mahmuda Sultana Mimi, Md. Monzurul Islam, Anannya Ghosh Tusti, Shriyank Somvanshi, Subasish Das
2025 C conf
Tabular Data with Class Imbalance: Predicting Electric Vehicle Crash Severity with Pretrained Transformers (TabPFN) and Mamba-Based Models.
ICMLA
Shriyank Somvanshi, Pavan Hebli, Gaurab Chhetri, Subasish Das
2025 J jnl
Tabular Data with Class Imbalance: Predicting Electric Vehicle Crash Severity with Pretrained Transformers (TabPFN) and Mamba-Based Models.
CoRR
Shriyank Somvanshi, Pavan Hebli, Gaurab Chhetri, Subasish Das
2025 — conf
Unmasking Vehicle Automation-Severity Interactions Through Multimodal Association Rules Mining.
ICDM (Workshops)
Rohit Chakraborty, Md. Monzurul Islam, Shriyank Somvanshi, Swastika Barua, Subasish Das
2024 J jnl
A Survey on Deep Tabular Learning.
CoRR
Shriyank Somvanshi, Subasish Das, Syed Aaqib Javed, Gian Antariksa, Ahmed Hossain
2024 J jnl
A Survey on Kolmogorov-Arnold Network.
CoRR
Shriyank Somvanshi, Syed Aaqib Javed, Md. Monzurul Islam, Diwas Pandit, Subasish Das
2023 — conf
Wind Speed Forecasting for Designing Sustainable Wastewater Treatment Plants.
CCWC
Shriyank Somvanshi, Emily Zhu Fainman, Keisuke Ikehata, Damian Valles Molina, Tongdan Jin