Tania Banerjee

56 papers A 1B 1C 10Misc 6Journal 24Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Multi-scale Linear-time Encoder for Whole-Slide Image Analysis.
CoRR
Jagan Mohan Reddy Dwarampudi, Joshua Wong, Hien Van Nguyen, Tania Banerjee
2026 J jnl
A Reproducible Framework for Bias-Resistant Machine Learning on Small-Sample Neuroimaging Data.
CoRR
Jagan Mohan Reddy Dwarampudi, Jennifer L. Purks, Joshua Wong, Renjie Hu, Tania Banerjee
2026 J jnl
Scalable Hybrid Learning Techniques for Scientific Data Compression.
IEEE Trans. Parallel Distributed Syst.
Tania Banerjee, Jong Choi, Jaemoon Lee, Qian Gong, Jieyang Chen, Scott Klasky, Anand Rangarajan, Sanjay Ranka
2026 J jnl
hSNMF: Hybrid Spatially Regularized NMF for Image-Derived Spatial Transcriptomics.
CoRR
Md Ishtyaq Mahmud, Veena Kochat, Suresh Satpati, Jagan Mohan Reddy Dwarampudi, Humaira Anzum, Kunal Rai, Tania Banerjee
2025 — conf
Benchmarking Dimensionality Reduction Techniques for Spatial Transcriptomics.
BCB
Md Ishtyaq Mahmud, Veena Kochat, Suresh Satpati, Jagan Mohan Reddy Dwarampudi, Kunal Rai, Tania Banerjee
2025 J jnl
Benchmarking Dimensionality Reduction Techniques for Spatial Transcriptomics.
CoRR
Md Ishtyaq Mahmud, Veena Kochat, Suresh Satpati, Jagan Mohan Reddy Dwarampudi, Kunal Rai, Tania Banerjee
2024 J jnl
MGARD: A multigrid framework for high-performance, error-controlled data compression and refactoring.
CoRR
Qian Gong, Jieyang Chen, Ben Whitney, Xin Liang, Viktor Reshniak, Tania Banerjee, Jaemoon Lee, Anand Rangarajan, Lipeng Wan, Nicolas Vidal, Qing Liu, Ana Gainaru, Norbert Podhorszki, Richard Archibald, Sanjay Ranka, Scott Klasky
2024 J jnl
Path Algorithms for Contact Sequence Temporal Graphs.
Algorithms
Sanaz Gheibi, Tania Banerjee, Sanjay Ranka, Sartaj Sahni
2024 — conf
Video-Based Pedestrian and Vehicle Traffic Analysis During Football Games.
ITSC
Jacques P. Fleischer, Ryan Pallack, Ahan Mishra, Gustavo Riente de Andrade, Subhadipto Poddar, Emmanuel Posadas, Robert Schenck, Tania Banerjee, Anand Rangarajan, Sanjay Ranka
2024 J jnl
Video-based Pedestrian and Vehicle Traffic Analysis During Football Games.
CoRR
Jacques P. Fleischer, Ryan Pallack, Ahan Mishra, Gustavo Riente de Andrade, Subhadipto Poddar, Emmanuel Posadas, Robert Schenck, Tania Banerjee, Anand Rangarajan, Sanjay Ranka
2023 — conf
A Multi-Sensor Video/LiDAR System for Analyzing Intersection Safety.
ITSC
Aotian Wu, Tania Banerjee, Ke Chen, Anand Rangarajan, Sanjay Ranka
2023 Misc conf
Fast Algorithms for Scientific Data Compression.
HiPC
Tania Banerjee, Jaemoon Lee, Jong Choi, Qian Gong, Jieyang Chen, Scott Klasky, Anand Rangarajan, Sanjay Ranka
2023 J jnl
MGARD: A multigrid framework for high-performance, error-controlled data compression and refactoring.
SoftwareX
Qian Gong, Jieyang Chen, Ben Whitney, Xin Liang, Viktor Reshniak, Tania Banerjee, Jaemoon Lee, Anand Rangarajan, Lipeng Wan, Nicolas Vidal, Qing Liu, Ana Gainaru, Norbert Podhorszki, Richard Archibald, Sanjay Ranka, Scott Klasky
2023 B conf
Online and Scalable Data Compression Pipeline with Guarantees on Quantities of Interest.
e-Science
Tania Banerjee, Jaemoon Lee, Jong Choi, Qian Gong, Jieyang Chen, Choong-Seock Chang, Scott Klasky, 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 J jnl
'DIGITS' app - smartphone augmented reality for hand telerehabilitation.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Hongdao Dong, Edward Ho, Herbert Shin, Tania Banerjee, Geoffrey Masschelein, Jacob Davidson, Sandrine de Ribaupierre, Roy Eagleson, Caitlin Symonette
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
An Algorithmic and Software Pipeline for Very Large Scale Scientific Data Compression with Error Guarantees.
HIPC
Tania Banerjee, Jong Choi, Jaemoon Lee, Qian Gong, Ruonan Wang, Scott Klasky, Anand Rangarajan, Sanjay Ranka
2022 J jnl
Expressing linear equality constraints in feedforward neural networks.
CoRR
Anand Rangarajan, Pan He, Jaemoon Lee, Tania Banerjee, Sanjay Ranka
2022 J jnl
Scalable Hybrid Learning Techniques for Scientific Data Compression.
CoRR
Tania Banerjee, Jong Choi, Jaemoon Lee, Qian Gong, Jieyang Chen, Scott Klasky, Anand Rangarajan, Sanjay Ranka
2021 J jnl
A web-based visual analytics system for traffic intersection datasets.
Int. J. Big Data Intell.
Ke Chen, Tania Banerjee, Xiaohui Huang, Zhaowen Ding, Naga Venkata Sai Varanasi, Anand Rangarajan, Sanjay Ranka
2021 C conf
An Effective Data Structure for Contact Sequence Temporal Graphs.
ISCC
Sanaz Gheibi, Tania Banerjee, Sanjay Ranka, Sartaj Sahni
2021 — conf
Trajectory Prediction via Learning Motion Cluster Patterns in Curvilinear Coordinates.
ITSC
Aotian Wu, Tania Banerjee, 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
A Visual Analytics System for Processed Videos from Traffic Intersections.
VEHITS
Ke Chen, Tania Banerjee, Xiaohui Huang, Anand Rangarajan, Sanjay Ranka
2020 Misc conf
Batched Small Tensor-Matrix Multiplications on GPUs.
HiPC
Keke Zhai, Tania Banerjee, Adeesha Wijayasiri, Sanjay Ranka
2020 C conf
Cache Efficient Louvain with Local RCM.
ISCC
Sanaz Gheibi, Tania Banerjee, Sanjay Ranka, Sartaj Sahni
2020 C conf
Clustering Object Trajectories for Intersection Traffic Analysis.
VEHITS
Tania Banerjee, Xiaohui Huang, Ke Chen, Anand Rangarajan, Sanjay Ranka
2020 J jnl
Dynamic load balancing for a mesh-based scientific application.
Concurr. Comput. Pract. Exp.
Keke Zhai, Tania Banerjee, David Zwick, Jason Hackl, Rahul Koneru, Sanjay Ranka
2020 C conf
Machine Learning based Video Processing for Real-time Near-Miss Detection.
VEHITS
Xiaohui Huang, Tania Banerjee, Ke Chen, Naga Venkata Sai Varanasi, Anand Rangarajan, Sanjay Ranka
2020 J jnl
Multiobjective Optimization of SAR Reconstruction on Hybrid Multicore Systems.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Adeesha Wijayasiri, Tania Banerjee, Sanjay Ranka, Sartaj Sahni, Mark S. Schmalz
2020 Misc conf
SparsePipe: Parallel Deep Learning for 3D Point Clouds.
HiPC
Keke Zhai, Pan He, Tania Banerjee, Anand Rangarajan, Sanjay Ranka
2020 J jnl
SparsePipe: Parallel Deep Learning for 3D Point Clouds.
CoRR
Keke Zhai, Pan He, Tania Banerjee, Anand Rangarajan, Sanjay Ranka
2019 — conf
A Multi-sensor System for Traffic Analysis at Smart Intersections.
IC3
Tania Banerjee, Ke Chen, Xiaohui Huang, Anand Rangarajan, Sanjay Ranka
2019 C conf
Analyzing Traffic Signal Performance Measures to Automatically Classify Signalized Intersections.
VEHITS
Dhruv Mahajan, Tania Banerjee, Anand Rangarajan, Nithin Agarwal, Jeremy Dilmore, Emmanuel Posadas, Sanjay Ranka
2019 — conf
Multi-objective Optimization on DVFS based Hybrid Systems.
IGSC
Mohamed Gadou, Sankeerth Reddy Mogili, Tania Banerjee, Sanjay Ranka
2019 — conf
Multilevel Approaches to Fine Tune Performance of Linear Algebra Libraries.
ISSPIT
Sanaz Gheibi, Tania Banerjee, Sanjay Ranka, Sartaj Sahni
2019 J jnl
Multiobjective evaluation and optimization of CMT-bone on multiple CPU/GPU systems.
Sustain. Comput. Informatics Syst.
Mohamed Gadou, Tania Banerjee, Meena Arunachalam, Sanjay Ranka
2018 J jnl
Dynamic Data-Driven SAR Image Reconstruction Using Multiple GPUs.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Adeesha Wijayasiri, Tania Banerjee, Sanjay Ranka, Sartaj Sahni, Mark S. Schmalz
2018 A conf
Dynamic Load Balancing for Compressible Multiphase Turbulence.
ICS
Keke Zhai, Tania Banerjee, David Zwick, Jason Hackl, Sanjay Ranka
2018 J jnl
Dynamic Load Balancing for Compressible Multiphase Turbulence.
CoRR
Keke Zhai, Tania Banerjee, David Zwick, Jason Hackl, Sanjay Ranka
2018 — conf
Multiobjective Evaluation and Optimization of CMT-bone on Intel Knights Landing.
IGSC
Mohamed Gadou, Tania Banerjee, Meena Arunachalam, Galen M. Shipman, Sanjay Ranka
2018 — conf
Performance and Energy Evaluation of SAR Reconstruction on Intel Knights Landing.
IGSC
Adeesha Wijayasiri, Tania Banerjee, Sanjay Ranka, Sartaj Sahni, Mark S. Schmalz
2017 J jnl
A new proxy application for compressible multiphase turbulent flows.
Sustain. Comput. Informatics Syst.
Tania Banerjee, Jason Hackl, Mrugesh Shringarpure, Tanzima Z. Islam, S. Balachandar, Thomas L. Jackson, Sanjay Ranka
2017 Misc conf
Parallel Dynamic Data Driven Approaches for Synthetic Aperture Radar.
HiPC
Adeesha Wijayasiri, Tania Banerjee, Sanjay Ranka, Sartaj Sahni, Mark S. Schmalz
2016 J jnl
A genetic algorithm based approach for multi-objective hardware/software co-optimization.
Sustain. Comput. Informatics Syst.
Tania Banerjee, Mohamed Gadou, Sanjay Ranka
2016 Misc conf
CMT-Bone - A Proxy Application for Compressible Multiphase Turbulent Flows.
HiPC
Tania Banerjee, Jason Hackl, Mrugesh Shringarpure, Tanzima Z. Islam, S. Balachandar, Thomas L. Jackson, Sanjay Ranka
2016 J jnl
Corrigendum to "A genetic algorithm based approach for multi-objective hardware/software co-optimization" [J. Sustain. Comput.: Inform. Syst. 10 (2016) 36-47].
Sustain. Comput. Informatics Syst.
Tania Banerjee, Mohamed Gadou, Sanjay Ranka
2016 — conf
Dynamic data driven image reconstruction using multiple GPUs.
ISSPIT
Adeesha Wijayasiri, Tania Banerjee, Sanjay Ranka, Sartaj Sahni, Mark S. Schmalz
2016 — conf
Multi-objective optimization of CMT-bone on hybrid processors.
IGSC
Mohamed Gadou, Tania Banerjee, Sanjay Ranka
2016 J jnl
Performance and energy benchmarking of spectral solvers on hybrid multicore machines.
Sustain. Comput. Informatics Syst.
Tania Banerjee, Jacob Rabb, Sanjay Ranka
2015 — conf
A genetic algorithm based autotuning approach for performance and energy optimization.
IGSC
Tania Banerjee, Sanjay Ranka
2015 C conf
CMT-bone: A Mini-App for Compressible Multiphase Turbulence Simulation Software.
CLUSTER
Nalini Kumar, Mrugesh Sringarpure, Tania Banerjee, Jason Hackl, S. Balachandar, Herman Lam, Alan D. George, Sanjay Ranka
2015 J jnl
PC-TRIO: A Power Efficient TCAM Architecture for Packet Classifiers.
IEEE Trans. Computers
Tania Banerjee, Sartaj Sahni, Gunasekaran S. Seetharaman