Vipin Chaudhary

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 54

Top Venues

Publications

Dhabaleswar K. Panda, Vipin Chaudhary, Eric Fosler-Lussier, Raghu Machiraju, Amit Majumdar, Beth Plale, Rajiv Ramnath, Ponnuswamy Sadayappan, Neelima Savardekar, Karen Tomko
Creating intelligent cyberinfrastructure for democratizing AI. AI Mag. 45 (1) (2024)
Jiayi Yuan, Hongyi Liu, Shaochen Zhong, Yu-Neng Chuang, Songchen Li, Guanchu Wang, Duy Le, Hongye Jin, Vipin Chaudhary, Zhaozhuo Xu, Zirui Liu, Xia Hu
KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches. CoRR (2024)
Caleb Tung, Nicholas Eliopoulos, Purvish Jajal, Gowri Ramshankar, Cheng-Yun Yang, Nicholas Synovic, Xuecen Zhang, Vipin Chaudhary, George K. Thiruvathukal, Yung-Hsiang Lu
An automated approach for improving the inference latency and energy efficiency of pretrained CNNs by removing irrelevant pixels with focused convolutions. ASPDAC (2024)
Andrew Ye, James Xu, Yi Wang, Yifan Yu, Daniel Yan, Ryan Chen, Bosheng Dong, Vipin Chaudhary, Shuai Xu
Learning the Market: Sentiment-Based Ensemble Trading Agents. CoRR (2024)
Zahra Rahmani, Nahal Shahini, Nadav Gat, Zebin Yun, Yuzhou Jiang, Ofir Farchy, Yaniv Harel, Vipin Chaudhary, Mahmood Sharif, Erman Ayday
Privacy-Preserving Collaborative Genomic Research: A Real-Life Deployment and Vision. CoRR (2024)
Aaron Orenstein, Vipin Chaudhary
Quantum Circuit Mapping Using Binary Integer Nonlinear Programming. IPDPS (Workshops) (2024)
Daniel T. Chen, Ethan H. Hansen, Xinpeng Li, Aaron Orenstein, Vinooth Kulkarni, Vipin Chaudhary, Qiang Guan, Ji Liu, Yang Zhang, Shuai Xu
Online Detection of Golden Circuit Cutting Points. QCE (2023)
Daniel T. Chen, Ethan H. Hansen, Xinpeng Li, Vinooth Kulkarni, Vipin Chaudhary, Bin Ren, Qiang Guan, Sanmukh Kuppannagari, Ji Liu, Shuai Xu
Efficient Quantum Circuit Cutting by Neglecting Basis Elements. IPDPS Workshops (2023)
Arafath Nihar, Thomas G. Ciardi, Rounak Chawla, Olatunde Akanbi, Vipin Chaudhary, Yinghui Wu, Roger H. French
Accelerating Time to Science using CRADLE: A Framework for Materials Data Science. HiPC (2023)
Xinpeng Li, Ji Liu, Ethan H. Hansen, Shuai Xu, Paul D. Hovland, Vipin Chaudhary
Accelerating VQE Algorithm via Parameters and Measurement Reuse. ICRC (2023)
Shaochen (Henry) Zhong, Zaichuan You, Jiamu Zhang, Sebastian Zhao, Zachary LeClaire, Zirui Liu, Daochen Zha, Vipin Chaudhary, Shuai Xu, Xia Hu
One Less Reason for Filter Pruning: Gaining Free Adversarial Robustness with Structured Grouped Kernel Pruning. NeurIPS (2023)
Zirui Liu, Guanchu Wang, Shaochen (Henry) Zhong, Zhaozhuo Xu, Daochen Zha, Ruixiang (Ryan) Tang, Zhimeng Stephen Jiang, Kaixiong Zhou, Vipin Chaudhary, Shuai Xu, Xia Hu
Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model. NeurIPS (2023)
Geoffrey C. Fox, Mary P. Thomas, Sajal Bhatia, Marisa Brazil, Nicole M. Gasparini, Venkatesh Mohan Merwade, Henry J. Neeman, Jeff Carver, Henri Casanova, Vipin Chaudhary, Dirk Colbry, Lonnie Crosby, Prasun Dewan, Jessica Eisma, Nicole M. Gasparini, Ahmed Irfan, Kate Kaehey, Qianqian Liu, Zhen Ni, Sushil K. Prasad, Apan Qasem, Erik Saule, Prabha Sundaravadivel, Karen Tomko
Report on 2023 CyberTraining PI Meeting, 26-27 September 2023. CoRR (2023)
Caleb Tung, Nicholas Eliopoulos, Purvish Jajal, Gowri Ramshankar, Chen-Yun Yang, Nicholas Synovic, Xuecen Zhang, Vipin Chaudhary, George K. Thiruvathukal, Yung-Hsiang Lu
An automated approach for improving the inference latency and energy efficiency of pretrained CNNs by removing irrelevant pixels with focused convolutions. CoRR (2023)
David C. Meshnick, Nahal Shahini, Debargha Ganguly, Yinghui Wu, Roger H. French, Vipin Chaudhary
Enhancing Scientific Image Classification through Multimodal Learning: Insights from Chest X-Ray and Atomic Force Microscopy Datasets. BigData (2023)
Zirui Liu, Guanchu Wang, Shaochen Zhong, Zhaozhuo Xu, Daochen Zha, Ruixiang Tang, Zhimeng Jiang, Kaixiong Zhou, Vipin Chaudhary, Shuai Xu, Xia Hu
Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model. CoRR (2023)
Daniel Chen, Betis Baheri, Vipin Chaudhary, Qiang Guan, Ning Xie, Shuai Xu
Approximate Quantum Circuit Reconstruction. QCE (2022)
Liangyi Huang, Sophia Hall, Fei Shao, Arafath Nihar, Vipin Chaudhary, Yinghui Wu, Roger H. French, Xusheng Xiao
System-Auditing, Data Analysis and Characteristics of Cyber Attacks for Big Data Systems. CIKM (2022)
Shi Yan, Taghi Ramazanian, Elham Sagheb, Walter K. Kremers, Vipin Chaudhary, Michael Taunton, Hilal Maradit Kremers, Ahmad P. Tafti
Give me a knee radiograph, I will tell you where the knee joint area is: a deep convolutional neural network adventure. CoRR (2022)
Betis Baheri, Qiang Guan, Shuai Xu, Vipin Chaudhary
SQCC: Smart Quantum Circuit Cutting. IPDPS Workshops (2022)
Betis Baheri, Jacob Tronge, Bo Fang, Ang Li, Vipin Chaudhary, Qiang Guan
MARS: Malleable Actor-Critic Reinforcement Learning Scheduler. IPCCC (2022)
Taruna Seth, Cristian Tiu, Vipin Chaudhary
A Unified Framework to Assess Market Implications of Institutional Investments. Big Data (2022)
Caleb Tung, Abhinav Goel, Xiao Hu, Nicholas Eliopoulos, Emmanuel S. Amobi, George K. Thiruvathukal, Vipin Chaudhary, Yung-Hsiang Lu
Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision. CoRR (2022)
Betis Baheri, Qiang Guan, Vipin Chaudhary, Ang Li
Quantum Noise in the Flow of Time: A Temporal Study of the Noise in Quantum Computers. IOLTS (2022)
Caleb Tung, Abhinav Goel, Xiao Hu, Nick Eliopoulos, Emmanuel S. Amobi, George K. Thiruvathukal, Vipin Chaudhary, Yung-Hsiang Lu
Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision. AICAS (2022)
Betis Baheri, Zixuan Xu, Vipin Chaudhary, Ying Mao, Bo Fang, Shuai Xu, Qiang Guan
Pinpointing the System Reliability Degradation in NISQ Machines. QCE (2022)
Yi Wei, Cristian Tiu, Vipin Chaudhary
Absolute Value Constraint: The Reason for Invalid Performance Evaluation Results of Neural Network Models for Stock Price Prediction. CoRR (2021)
Betis Baheri, Daniel Chen, Bo Fang, Samuel A. Stein, Vipin Chaudhary, Ying Mao, Shuai Xu, Ang Li, Qiang Guan
TQEA: Temporal Quantum Error Analysis. DSN (Supplements) (2021)
Taruna Seth, Vipin Chaudhary
A Predictive Framework for Multi-Horizon Financial Crises Forecasting using Macro-Economic Data. IEEE BigData (2021)
Shi Yan, Taghi Ramazanian, Elham Sagheb, Sunyang Fu, Sunghwan Sohn, David G. Lewallen, Hongfang Liu, Walter K. Kremers, Vipin Chaudhary, Michael Taunton, Hilal Maradit Kremers, Ahmad P. Tafti
DeepTKAClassifier: Brand Classification of Total Knee Arthroplasty Implants Using Explainable Deep Convolutional Neural Networks. ISVC (2) (2020)
Yi Wei, Vipin Chaudhary
The Directionality Function Defect of Performance Evaluation Method in Regression Neural Network for Stock Price Prediction. DSAA (2020)
Jeanette M. Sperhac, Robert L. DeLeon, Joseph P. White, Matthew D. Jones, Andrew E. Bruno, Renette L. Jones-Ivey, Thomas R. Furlani, Jonathan E. Bard, Vipin Chaudhary
Towards Performant Workflows, Monitoring and Measuring. ICCCN (2020)
Taruna Seth, Vipin Chaudhary
A Predictive Analytics Framework for Insider Trading Events. IEEE BigData (2020)
Yi Wei, Vipin Chaudhary
The Representation of Wave Trend Direction in Stock Price Time Series via RNN. MLDM (2) (2019)
Yaman Kumar, Shubham Maheshwari, Dhruva Sahrawat, Praveen Jhanwar, Vipin Chaudhary, Rajiv Ratn Shah, Debanjan Mahata
Harnessing GANs for Addition of New Classes in VSR. CoRR (2019)
Hanqiang Liu, Anqi Pi, Vipin Chaudhary
Broad Learning-based Intervertebral Discs Localization and Segmentation. ISICDM (2019)
Feichen Shen, Vipin Chaudhary, Yan Liu, Che Ngufor, Hongfang Liu
Special Issue on Healthcare Knowledge Discovery and Management. J. Heal. Informatics Res. 3 (2) (2019)
Taruna Seth, Chao Feng, Murali Ramanathan, Vipin Chaudhary
Exploring Scalable Computing Architectures for Interactions Analysis. ICCCN (2018)
Hanqiang Liu, Feng Zhao, Vipin Chaudhary
-means with multi-scale JND color histogram for image segmentation. Digit. Signal Process. 76 (2018)
Yi Wei, Vipin Chaudhary
TST: An Effective Approach to Extract Trend Feature in Stock Time Series. ICACCI (2018)
Sijia Liu, Feichen Shen, Ravikumar Komandur Elayavilli, Yanshan Wang, Majid Rastegar-Mojarad, Vipin Chaudhary, Hongfang Liu
Extracting chemical-protein relations using attention-based neural networks. Database J. Biol. Databases Curation 2018 (2018)
Sharath Chandrashekhara, Madhusudhan R. Kumar, Mahesh Venkataramaiah, Vipin Chaudhary
Cider: A Case for Block Level Variable Redundancy on a Distributed Flash Array. ICCCN (2017)
Sijia Liu, Feichen Shen, Vipin Chaudhary, Hongfang Liu
MayoNLP at SemEval 2017 Task 10: Word Embedding Distance Pattern for Keyphrase Classification in Scientific Publications. SemEval@ACL (2017)
Ruhan Sa, William Owens, Raymond Wiegand, Vipin Chaudhary
Towards an affordable deep learning system: automated intervertebral disc detection in x-ray images. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2017)
Ruhan Sa, William Owens, Raymond Wiegand, Mark Studin, Donald Capoferri, Kenneth Barooha, Alexander Greaux, Robert Rattray, Adam Hutton, John Cintineo, Vipin Chaudhary
Intervertebral disc detection in X-ray images using faster R-CNN. EMBC (2017)
Sijia Liu, Liwei Wang, Donna M. Ihrke, Vipin Chaudhary, Cui Tao, Chunhua Weng, Hongfang Liu
Correlating Lab Test Results in Clinical Notes with Structured Lab Data: A Case Study in HbA1c and Glucose. CRI (2017)
Sijia Liu, Hongfang Liu, Vipin Chaudhary, Dingcheng Li
An Infinite Mixture Model for Coreference Resolution in Clinical Notes. CRI (2016)
Nilesh Khambekar, Chad M. Spooner, Vipin Chaudhary
Characterization of the missed spectrum-access opportunities under dynamic spectrum sharing. COMSNETS (2016)
Nilesh Khambekar, Chad M. Spooner, Vipin Chaudhary
MUSE: A Methodology for Quantifying Spectrum Usage. GLOBECOM (2016)
Nilesh Khambekar, Chad M. Spooner, Vipin Chaudhary
Quantified Spectrum Sharing: Motivation, Approach, and Benefits. CoRR (2016)
Sijia Liu, Vipin Chaudhary, Liwei Wang, Hongfang Liu
LabLinker: Finding Links of Laboratory Test Results between Structured Records and Clinical Notes. ICHI (2016)
Ruhan Sa, William Owens, Raymond Wiegand, Vipin Chaudhary
Fast scale-invariant lateral lumbar vertebrae detection and segmentation in X-ray images. EMBC (2016)
Dingcheng Li, Sijia Liu, Majid Rastegar-Mojarad, Yanshan Wang, Xiaodi Li, Vipin Chaudhary, Terry M. Therneau, Hongfang Liu
A Topic-modeling Based Framework for Drug-drug Interaction Classification from Biomedical Text. AMIA (2016)
Dingcheng Li, Sijia Liu, Majid Rastegar-Mojarad, Yanshan Wang, Xiaodi Li, Vipin Chaudhary, Terry M. Therneau, Hongfang Liu
Drug-drug Interaction Detection with A Topic-modeling Based Framework Augmented with Distant-supervision. AMIA (2016)
Sijia Liu, Ruhan Sa, Orla Maguire, Hans Minderman, Vipin Chaudhary
Spot counting on fluorescence in situ hybridization in suspension images using Gaussian mixture model. Medical Imaging: Image Processing (2015)
Yi Wei, Vipin Chaudhary
The Influence of Sample Reconstruction on Stock Trend Prediction via NARX Neural Network. ICMLA (2015)
Nilesh Khambekar, Vipin Chaudhary, Chad M. Spooner
Estimating the use of spectrum for defining and enforcing the spectrum access rights. MILCOM (2015)
Nilesh Khambekar, Chad M. Spooner, Vipin Chaudhary
MUSE: A Methodology for Characterizing and Quantifying the Use of Spectrum. CoRR (2015)
Yi Wei, Vipin Chaudhary
Fast Quantitative Analysis of Stock Trading Points in Dual Period of DMAC. BigDataService (2015)
Subarna Ghosh, Vipin Chaudhary
Supervised methods for detection and segmentation of tissues in clinical lumbar MRI. Comput. Medical Imaging Graph. 38 (7) (2014)
Nilesh Khambekar, Chad M. Spooner, Vipin Chaudhary
Maximizing Spectrum Availability and Exploitation: How to Maximize Spectrum Sharing Benefits to the Incumbents? CoRR (2014)
Nilesh Khambekar, Chad M. Spooner, Vipin Chaudhary
On improving serviceability with quantified dynamic spectrum access. DySPAN (2014)
Jaehan Koh, Vipin Chaudhary, Eun Kyung Jeon, Gurmeet Dhillon
Automatic spinal canal detection in lumbar MR images in the sagittal view using dynamic programming. Comput. Medical Imaging Graph. 38 (7) (2014)
Shivaswamy Rohit, Abani K. Patra, Vipin Chaudhary
Integrating data and compute-intensive workflows for uncertainty quantification in large-scale simulation: application to model-based hazard analysis. Int. J. Comput. Math. 91 (4) (2014)
Chao Feng, Andrew Schultz, Vipin Chaudhary, David A. Kofke
Mixed-precision models for calculation of high-order virial coefficients on GPUs. HiPC (2014)
Taruna Seth, Vipin Chaudhary, Cathy Buyea, Lawrence Bone
A Haptic Enabled Virtual Reality Framework for Orthopedic Surgical Training and Interventions. Int. J. Comput. Their Appl. 21 (4) (2014)
Nilesh Khambekar, Chad M. Spooner, Vipin Chaudhary
Going Towards Discretized Spectrum Space: Quantification of Spectrum Consumption Spaces and a Quantified Spectrum Access Paradigm. CoRR (2014)
Vikas Ashok Patil, Vipin Chaudhary
Rack aware scheduling in HPC data centers: an energy conservation strategy. Clust. Comput. 16 (3) (2013)
Hazem Hiary, Raja' S. Alomari, Vipin Chaudhary
Segmentation and localisation of whole slide images using unsupervised learning. IET Image Process. 7 (5) (2013)
Subarna Ghosh, Vipin Chaudhary, Gurmeet Dhillon
Exploring the utility of axial lumbar MRI for automatic diagnosis of intervertebral disc abnormalities. Medical Imaging: Computer-Aided Diagnosis (2013)
Hazem Hiary, Raja' S. Alomari, Maha Saadah, Vipin Chaudhary
Automated segmentation of stromal tissue in histology images using a voting Bayesian model. Signal Image Video Process. 7 (6) (2013)
Samah Al-Helo, Raja' S. Alomari, Subarna Ghosh, Vipin Chaudhary, Gurmeet Dhillon, Moh'd Belal Al-Zoubi, Hazem Hiary, Thair M. Hamtini
Compression fracture diagnosis in lumbar: a clinical CAD system. Int. J. Comput. Assist. Radiol. Surg. 8 (3) (2013)
Dhananjay Brahme, Onkar Bhardwaj, Vipin Chaudhary
SymSig: A low latency interconnection topology for HPC clusters. HiPC (2013)
Shivaswamy Rohit, Abani K. Patra, Vipin Chaudhary
Large data and computation in a hazard map workflow using Hadoop and Neteeza architectures. DISCS@SC (2013)
Jaehan Koh, Vipin Chaudhary, Gurmeet Dhillon
Disc herniation diagnosis in MRI using a CAD framework and a two-level classifier. Int. J. Comput. Assist. Radiol. Surg. 7 (6) (2012)
Subarna Ghosh, Manavender R. Malgireddy, Vipin Chaudhary, Gurmeet Dhillon
A new approach to automatic disc localization in clinical lumbar MRI: Combining machine learning with heuristics. ISBI (2012)
Raja' S. Alomari, Subarna Ghosh, Vipin Chaudhary, Omar Sultan Al-Kadi
Local binary patterns for stromal area removal in histology images. Medical Imaging: Computer-Aided Diagnosis (2012)
Jaehan Koh, Vipin Chaudhary, Gurmeet Dhillon
Automated boundary extraction of the spinal canal in mri based on dynamic programming. EMBC (2012)
Subarna Ghosh, Vipin Chaudhary
Feature analysis for automatic classification of HEp-2 florescence patterns : Computer-Aided Diagnosis of Auto-immune diseases. ICPR (2012)
Heba Z. Al-Lahham, Raja' S. Alomari, Hazem Hiary, Vipin Chaudhary
Automating proliferation rate estimation from Ki-67 histology images. Medical Imaging: Computer-Aided Diagnosis (2012)
Jaehan Koh, Raja' S. Alomari, Vipin Chaudhary, Gurmeet Dhillon
Lumbar spinal stenosis CAD from clinical MRM and MRI based on inter- and intra-context features with a two-level classifier. Medical Imaging: Computer-Aided Diagnosis (2011)
Samah Al-Helo, Raja' S. Alomari, Vipin Chaudhary, Moh'd Belal Al-Zoubi
Segmentation of lumbar vertebrae from clinical CT using active shape models and GVF-snake. EMBC (2011)
Vikas Ashok Patil, Vipin Chaudhary
Rack Aware Scheduling in HPC Data Centers: An Energy Conservation Strategy. IPDPS Workshops (2011)
Taruna Seth, Vipin Chaudhary, Cathy Buyea, Lawrence Bone
A virtual interactive navigation system for orthopaedic surgical interventions. ISABEL (2011)
Subarna Ghosh, Raja' S. Alomari, Vipin Chaudhary, Gurmeet Dhillon
Automatic lumbar vertebra segmentation from clinical CT for wedge compression fracture diagnosis. Medical Imaging: Computer-Aided Diagnosis (2011)
Jaehan Koh, Peter D. Scott, Vipin Chaudhary, Gurmeet Dhillon
An automatic segmentation method of the spinal canal from clinical MR images based on an attention model and an active contour model. ISBI (2011)
Raja' S. Alomari, Jason J. Corso, Vipin Chaudhary
Labeling of Lumbar Discs Using Both Pixel- and Object-Level Features With a Two-Level Probabilistic Model. IEEE Trans. Medical Imaging 30 (1) (2011)
Subarna Ghosh, Raja' S. Alomari, Vipin Chaudhary, Gurmeet Dhillon
Composite features for automatic diagnosis of intervertebral disc herniation from lumbar MRI. EMBC (2011)
Raja' S. Alomari, Vipin Chaudhary, Gurmeet Dhillon
Computer aided diagnosis system for lumbar spine. ISABEL (2011)
Raja' S. Alomari, Jason J. Corso, Vipin Chaudhary, Gurmeet Dhillon
Toward a clinical lumbar CAD: herniation diagnosis. Int. J. Comput. Assist. Radiol. Surg. 6 (1) (2011)
Subarna Ghosh, Raja' S. Alomari, Vipin Chaudhary, Gurmeet Dhillon
Computer-aided diagnosis for lumbar mri using heterogeneous classifiers. ISBI (2011)
Jaehan Koh, Vipin Chaudhary, Gurmeet Dhillon
A fully automated method of associating axial slices with a disc based on labeling of multi-protocol lumbar MRI. ICIP (2010)
Ata E. H. Bohra, Vipin Chaudhary
VMeter: Power modelling for virtualized clouds. IPDPS Workshops (2010)
Jason J. Corso, Vipin Chaudhary, Leiguang Gong
Editorial. Comput. Methods Programs Biomed. 98 (3) (2010)
Jaehan Koh, Venu Govindaraju, Vipin Chaudhary
A Robust Iris Localization Method Using an Active Contour Model and Hough Transform. ICPR (2010)
Raja' S. Alomari, Jason J. Corso, Vipin Chaudhary, Gurmeet Dhillon
Automatic diagnosis of lumbar disc herniation with shape and appearance features from MRI. Medical Imaging: Computer-Aided Diagnosis (2010)
Raja' S. Alomari, Jason J. Corso, Vipin Chaudhary, Gurmeet Dhillon
Computer-aided diagnosis of lumbar disc pathology from clinical lower spine MRI. Int. J. Comput. Assist. Radiol. Surg. 5 (3) (2010)
Jaehan Koh, Vipin Chaudhary, Gurmeet Dhillon
Diagnosis of disc herniation based on classifiers and features generated from spine MR images. Medical Imaging: Computer-Aided Diagnosis (2010)
Xiandong Meng, Vipin Chaudhary
A High-Performance Heterogeneous Computing Platform for Biological Sequence Analysis. IEEE Trans. Parallel Distributed Syst. 21 (9) (2010)
Todd C. Scofield, Jeffrey A. Delmerico, Vipin Chaudhary, Geno Valente
XtremeData dbX: An FPGA-Based Data Warehouse Appliance. Comput. Sci. Eng. 12 (4) (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Vipin Chaudhary