Yashaswi Karnati

21 papers C 5Misc 1Journal 7Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
BigSUMO: A Scalable Framework for Big Data Traffic Analytics and Parallel Simulation.
CoRR
Rahul Sengupta, Nooshin Yousefzadeh, Manav Sanghvi, Yash Ranjan, Anand Rangarajan, Sanjay Ranka, Yashaswi Karnati, Jeremy Dilmore, Tushar Patel, Ryan Casburn
2025 J jnl
Efficient Hybrid Language Model Compression through Group-Aware SSM Pruning.
CoRR
Ali Taghibakhshi, Sharath Turuvekere Sreenivas, Saurav Muralidharan, Marcin Chochowski, Yashaswi Karnati, Raviraj Joshi, Ameya Sunil Mahabaleshwarkar, Zijia Chen, Yoshi Suhara, Oluwatobi Olabiyi, Daniel Korzekwa, Mostofa Patwary, Mohammad Shoeybi, Jan Kautz, Bryan Catanzaro, Ashwath Aithal, Nima Tajbakhsh, Pavlo Molchanov
2025 J jnl
Graph Attention Network for Lane-Wise and Topology-Invariant Intersection Traffic Simulation.
IEEE Trans. Intell. Transp. Syst.
Nooshin Yousefzadeh, Rahul Sengupta, Yashaswi Karnati, Anand Rangarajan, Sanjay Ranka
2025 J jnl
Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models.
CoRR
Yonggan Fu, Xin Dong, Shizhe Diao, Matthijs Van Keirsbilck, Hanrong Ye, Wonmin Byeon, Yashaswi Karnati, Lucas Liebenwein, Hannah Zhang, Nikolaus Binder, Maksim Khadkevich, Alexander Keller, Jan Kautz, Yingyan (Celine) Lin, Pavlo Molchanov
2024 J jnl
Graph Attention Network for Lane-Wise and Topology-Invariant Intersection Traffic Simulation.
CoRR
Nooshin Yousefzadeh, Rahul Sengupta, Yashaswi Karnati, Anand Rangarajan, Sanjay Ranka
2024 — conf
MTDT: A Multi-Task Deep Learning Digital Twin.
ITSC
Nooshin Yousefzadeh, Rahul Sengupta, Yashaswi Karnati, Anand Rangarajan, Sanjay Ranka
2024 J jnl
MTDT: A Multi-Task Deep Learning Digital Twin.
CoRR
Nooshin Yousefzadeh, Rahul Sengupta, Yashaswi Karnati, Anand Rangarajan, Sanjay Ranka
2023 C conf
Towards Effective Traffic Signal Safety and Optimization Using Fisheye Video.
VEHITS
Rahul Sengupta, Tania Banerjee, Ke Chen, Yashaswi Karnati, Sanjay Ranka, Anand Rangarajan
2023 C conf
Using DSRC Road-Side Unit Data to Derive Braking Behavior.
VEHITS
Rahul Sengupta, Tania Banerjee, Yashaswi Karnati, Sanjay Ranka, Anand Rangarajan
2022 — conf
A Modern Intersection Data Analytics System for Pedestrian and Vehicular Safety.
ITSC
Tania Banerjee, Ke Chen, Alejandro Almaraz, Rahul Sengupta, Yashaswi Karnati, Bryce Grame, Emmanuel Posadas, Subhadipto Poddar, Robert Schenck, Jeremy Dilmore, Siva Srinivasan, Anand Rangarajan, Sanjay Ranka
2022 Misc conf
Comparisons Between GPS-based and Self-reported Life-space Mobility in Older Adults.
AMIA
Chen Bai, Ruben D. Zapata, Yashaswi Karnati, Emily Smail, Alexandra Hajduk, Thomas M. Gill, Sanjay Ranka, Todd M. Manini, Mamoun T. Mardini
2022 J jnl
Subcycle Waveform Modeling of Traffic Intersections Using Recurrent Attention Networks.
IEEE Trans. Intell. Transp. Syst.
Yashaswi Karnati, Rahul Sengupta, Anand Rangarajan, Sanjay Ranka
2021 — conf
An Automated Framework for Deriving Intersection Coordination Plans.
ITSC
Dhruv Mahajan, Yashaswi Karnati, Jeremy Dilmore, Anand Rangarajan, Sanjay Ranka
2021 — conf
ROAMM: A customizable and interactive smartwatch platform for patient-generated health data.
IC3
Yashaswi Karnati, Ruben D. Zapata, Matthew J. McConnell, Rohith R. K. Reddy, Varun Reddy Regalla, Aseem Thakkar, Jordan Alpert, Tonatiuh Mendoza, Parisa Rashidi, Mamoun T. Mardini, Michael Marsiske, Thomas M. Gill, Todd M. Manini, Sanjay Ranka
2021 C conf
Subcycle-based Neural Network Algorithms for Turning Movement Count Prediction.
VEHITS
Yashaswi Karnati, Rahul Sengupta, Anand Rangarajan, Sanjay Ranka
2021 — conf
TQAM: Temporal Attention for Cycle-wise Queue Length Estimation using High-Resolution Loop Detector Data.
ITSC
Rahul Sengupta, Yashaswi Karnati, Anand Rangarajan, Sanjay Ranka
2020 C conf
A Data Driven Approach to Derive Traffic Intersection Geography using High Resolution Controller Logs.
VEHITS
Dhruv Mahajan, Tania Banerjee, Yashaswi Karnati, Anand Rangarajan, Sanjay Ranka
2020 — conf
A Scalable Data Analytics and Visualization System for City-wide Traffic Signal Data-sets.
ITSC
Dhruv Mahajan, Yashaswi Karnati, Tania Banerjee, Varun Reddy Regalla, Rohith R. K. Reddy, Anand Rangarajan, Sanjay Ranka
2020 C conf
Data Mining Algorithms for Traffic Interruption Detection.
VEHITS
Yashaswi Karnati, Dhruv Mahajan, Anand Rangarajan, Sanjay Ranka
2020 — conf
Machine Learning Algorithms for Traffic Interruption Detection.
FMEC
Yashaswi Karnati, Dhruv Mahajan, Anand Rangarajan, Sanjay Ranka
2020 — conf
Unsupervised Summarization and Change Detection in High-Resolution Signalized Intersection Datasets.
ITSC
Dhruv Mahajan, Yashaswi Karnati, Anand Rangarajan, Sanjay Ranka