Ankit Agrawal

169 papers A* 10A 17B 14C 11Misc 7Journal 43Unranked 67
YearRankTypeTitle / Venue / Authors
2025 C conf
AI-Driven Prediction of Material Deformation: Stress-Strain Curves Faster Than Crystal Plasticity Finite Element Simulation.
ICMLA
Sayak Chakrabarty, Shahriyar Keshavarz, Yuwei Mao, Andrew C. E. Reid, Alok N. Choudhary, Ankit Agrawal
2025 — conf
Imaging-Based Mortality Prediction in Patients with Systemic Sclerosis.
PRIME@MICCAI
Alec Peltekian, Karolina Senkow, Gorkem Durak, Kevin M. Grudzinski, Bradford C. Bemiss, Jane E. Dematte, Carrie Richardson, Nikolay S. Markov, Philip H. Carns, Kathleen Aren, Alexandra Soriano, Matthew Dapas, Harris Perlman, Aaron Gundersheimer, Kavitha C. Selvan, John Varga, Monique Hinchcliff, Krishnan Warrior, Catherine A. Gao, Richard G. Wunderink, G. R. Scott Budinger, Alok N. Choudhary, Anthony J. Esposito, Alexander V. Misharin, Ankit Agrawal, Ulas Bagci
2025 J jnl
Imaging-Based Mortality Prediction in Patients with Systemic Sclerosis.
CoRR
Alec Peltekian, Karolina Senkow, Gorkem Durak, Kevin M. Grudzinski, Bradford C. Bemiss, Jane E. Dematte, Carrie Richardson, Nikolay S. Markov, Philip H. Carns, Kathleen Aren, Alexandra Soriano, Matthew Dapas, Harris Perlman, Aaron Gundersheimer, Kavitha C. Selvan, John Varga, Monique Hinchcliff, Krishnan Warrior, Catherine A. Gao, Richard G. Wunderink, G. R. Scott Budinger, Alok N. Choudhary, Anthony J. Esposito, Alexander V. Misharin, Ankit Agrawal, Ulas Bagci
2025 J jnl
Large language models accurately identify immunosuppression in intensive care unit patients.
J. Am. Medical Informatics Assoc.
Vijeeth Guggilla, Mengjia Kang, Melissa J. Bak, Steven D. Tran, Anna Pawlowski, Prasanth Nannapaneni, Luke V. Rasmussen, Daniel Schneider, Helen K. Donnelly, Ankit Agrawal, David M. Liebovitz, Alexander V. Misharin, G. R. Scott Budinger, Richard G. Wunderink, Theresa L. Walunas, Catherine A. Gao, Alan R. Hauser, Alec Peltekian, Alexis Rose Wolfe, Alison L. Szabo, Alok N. Choudhary, Amy Ludwig, Anahid Amani Moghadam, Anjana V. Yeldandi, Ankit Bharat, Anna E. Pawlowski, Anthony M. Joudi, Arjun Prakash Tambe, Ashley J. Smith-Nunez, Benjamin D. Singer, Benjamin J. Ulrich, Betty Tran, Cara J. Gottardi, Chao Qi, Chiagozie O. Pickens, Clara J. Schroedl, Daniel Meza, Dulce Sarai Garcia, Egon A. Ozer, Elen Gusman, Elisheva D. Shanes, Emily Mower Provost, Emily M. Olson, Erica Marie Hartmann, Erin A. Korth, Estefani Diaz, Estefany R. Guzman, Francisco J. Martinez, Gabrielle Matias, Hiam Abdala-Valencia, Jack T. Sumner, Jacob I Sznajder, Jacqueline M. Kruser, Jakub Glowala, James M. Walter, Jamie H. Rowell, Jason M. Arnold, John Coleman, Jon W. Lomasney, Joseph Isaac Bailey, Judd Hultquist, Justin A. Fiala, Justin Starren, Karen M. Ridge, Karolina Senkow, Kathryn A. Helmin, Khalilah L. Gates, Lacy Simmons, Lesley Pinzon, Lindsey D. Gradone, Lisa F. Wolfe, Lucy Luo, Luisa Morales-Nebreda, Manu Jain, Marc Sala, Maxwell Schleck, Melissa H. Ross, Melissa Querrey, Michael J. Cuttica, Michelle Hinsch Prickett, Nandita R. Nadig, Nathaniel Rhodes, Navdeep S. Chandel, Nikolay S. Markov, Peter H. S. Sporn, Qianli Liu, Rachel B. Kadar, Rachel L. Medernach, Ramon Lorenzo-Redondo, Ravi Kalhan, Rebecca K. Clepp, Richard I. Morimoto, Rogan A. Grant, Ruben J. Mylvaganam, Samuel Fenske, Scott A. Laurenzo, Sean Smith, Seung Hye Han, Sophia Nozick, Srinivas Panchamukhi, Stephanie C. Eisenbarth, Suchitra Swaminathan, Susan R. Russell, Taylor A. Poor, Thaddeus Cybulski, Theresa A. Lombardo, Thomas Bolig, Thomas Stoeger, Tien Doan, Timothy Rowe, Wan-Ting Liao, Yuan Luo, Yuliana Sokolenko, Zhan Yu, Ziyan Lu
2025 J jnl
Multi-Resolution Model Fusion for Accelerating the Convolutional Neural Network Training.
CoRR
Kewei Wang, Claire Songhyun Lee, Sunwoo Lee, Vishu Gupta, Jan Balewski, Alex Sim, Peter Nugent, Ankit Agrawal, Alok N. Choudhary, Kesheng Wu, Wei-keng Liao
2025 — conf
Parallel Data Object Creation: Scalable Metadata Management in Parallel I/O Library.
SC Workshops
Youjia Li, Robert Latham, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
2025 J jnl
Parallel Data Object Creation: Towards Scalable Metadata Management in High-Performance I/O Library.
CoRR
Youjia Li, Robert Latham, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
2025 J jnl
REN: Anatomically-Informed Mixture-of-Experts for Interstitial Lung Disease Diagnosis.
CoRR
Alec Peltekian, Halil Ertugrul Aktas, Gorkem Durak, Kevin M. Grudzinski, Bradford C. Bemiss, Carrie Richardson, Jane E. Dematte, G. R. Scott Budinger, Anthony J. Esposito, Alexander V. Misharin, Alok N. Choudhary, Ankit Agrawal, Ulas Bagci
2025 J jnl
Towards Space Group Determination from EBSD Patterns: The Role of Deep Learning and High-throughput Dynamical Simulations.
CoRR
Alfred Yan, Muhammed Nur Talha Kilic, Gert Nolze, Ankit Agrawal, Alok N. Choudhary, Roberto dos Reis, Vinayak P. Dravid
2024 A conf
Automated Nanoparticle Image Processing Pipeline for AI-Driven Materials Characterization.
CIKM
Alexandra L. Day, Carolin B. Wahl, Roberto dos Reis, Wei-keng Liao, Vinayak P. Dravid, Alok N. Choudhary, Ankit Agrawal
2024 C conf
Combining Transfer Learning and Representation Learning to Improve Predictive Analytics on Small Materials Data.
ICMLA
Vishu Gupta, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
2024 C conf
Deep Learning Based Inverse Modeling for Materials Design: From Microstructure and Property to Processing.
ICMLA
Kewei Wang, Yuwei Mao, Mahmudul Hasan, Md Maruf Billah, Muhammed Nur Talha Kilic, Vishu Gupta, Wei-keng Liao, Alok N. Choudhary, Pinar Acar, Ankit Agrawal
2024 C conf
Enhancing Deep Neural Network Classification Performance Through Novel Weight Initialization: t-SNE Supported Walsh Matrix Approach.
ICMLA
Muhammed Nur Talha Kilic, Vishu Gupta, Yuwei Mao, Kewei Wang, Alec Peltekian, Alok N. Choudhary, Wei-keng Liao, Ankit Agrawal
2024 J jnl
Simultaneously improving accuracy and computational cost under parametric constraints in materials property prediction tasks.
J. Cheminformatics
Vishu Gupta, Youjia Li, Alec Peltekian, Muhammed Nur Talha Kilic, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
2024 C conf
Tackling the Nonlinearity Problem in Inverse Modeling: Mixture Density Network-Backed Quantized AutoEncoder.
ICMLA
Muhammed Nur Talha Kilic, Yuwei Mao, Vishu Gupta, Alok N. Choudhary, Wei-keng Liao, Ankit Agrawal
2023 B conf
A Case Study of Data Management Challenges Presented in Large-Scale Machine Learning Workflows.
CCGrid
Claire Songhyun Lee, V. Hewes, Giuseppe Cerati, Jim Kowalkowski, Adam Aurisano, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
2023 C conf
A Deep Learning Framework for Time-Series Processing-Microstructure-Property Prediction.
ICMLA
Yuwei Mao, Mahmudul Hasan, Claire Songhyun Lee, Muhammed Nur Talha Kilic, Vishu Gupta, Wei-keng Liao, Alok N. Choudhary, Pinar Acar, Ankit Agrawal
2023 J jnl
A deep learning framework for layer-wise porosity prediction in metal powder bed fusion using thermal signatures.
J. Intell. Manuf.
Yuwei Mao, Hui Lin, Christina Xuan Yu, Roger Frye, Darren Beckett, Kevin Anderson, Lars Jacquemetton, Fred Carter, Zhangyuan Gao, Wei-keng Liao, Alok N. Choudhary, Kornel F. Ehmann, Ankit Agrawal
2023 B conf
AI for Learning Deformation Behavior of a Material: Predicting Stress-Strain Curves 4000x Faster Than Simulations.
IJCNN
Yuwei Mao, Shahriyar Keshavarz, Vishu Gupta, Andrew C. E. Reid, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
2023 A conf
I/O in WRF: A Case Study in Modern Parallel I/O Techniques.
SC
Zanhua Huang, Kaiyuan Hou, Ankit Agrawal, Alok N. Choudhary, Robert B. Ross, Wei-keng Liao
2023 J jnl
MPpredictor: An Artificial Intelligence-Driven Web Tool for Composition-Based Material Property Prediction.
J. Chem. Inf. Model.
Vishu Gupta, Kamal Choudhary, Yuwei Mao, Kewei Wang, Francesca Tavazza, Carelyn Campbell, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
2023 — conf
Physics-based Data-Augmented Deep Learning for Enhanced Autogenous Shrinkage Prediction on Experimental Dataset.
IC3
Vishu Gupta, Yuhui Lyu, Derick Suarez, Yuwei Mao, Wei-keng Liao, Alok N. Choudhary, Wing Kam Liu, Gianluca Cusatis, Ankit Agrawal
2023 B conf
Pre-Activation based Representation Learning to Enhance Predictive Analytics on Small Materials Data.
IJCNN
Vishu Gupta, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
2022 J jnl
A Case Study on Parallel HDF5 Dataset Concatenation for High Energy Physics Data Analysis.
CoRR
Sunwoo Lee, Kaiyuan Hou, Kewei Wang, Saba Sehrish, Marc F. Paterno, James Kowalkowski, Quincey Koziol, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
2022 J jnl
A case study on parallel HDF5 dataset concatenation for high energy physics data analysis.
Parallel Comput.
Sunwoo Lee, Kaiyuan Hou, Kewei Wang, Saba Sehrish, Marc F. Paterno, James B. Kowalkowski, Quincey Koziol, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
2022 J jnl
An Incremental Phase Mapping Approach for X-ray Diffraction Patterns using Binary Peak Representations.
CoRR
Dipendra Jha, K. V. L. V. Narayanachari, Ruifeng Zhang, Justin Liao, Denis T. Keane, Wei-keng Liao, Alok N. Choudhary, Yip-Wah Chung, Michael J. Bedzyk, Ankit Agrawal
2022 A conf
BRNet: Branched Residual Network for Fast and Accurate Predictive Modeling of Materials Properties.
SDM
Vishu Gupta, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
2022 J jnl
Improving scalability of parallel CNN training by adaptively adjusting parameter update frequency.
J. Parallel Distributed Comput.
Sunwoo Lee, Qiao Kang, Reda Al-Bahrani, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
2022 A* conf
Machine Learning for Materials Science (MLMS).
KDD
Avadhut Sardeshmukh, Sreedhar Reddy, Gautham B. P., Ankit Agrawal
2022 — conf
To Shuffle or Not To Shuffle: Mini-Batch Shuffling Strategies for Multi-class Imbalanced Classification.
CSCI
Yuwei Mao, Vishu Gupta, Kewei Wang, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
2022 B conf
Using Multi-Resolution Data to Accelerate Neural Network Training in Scientific Applications.
CCGRID
Kewei Wang, Sunwoo Lee, Jan Balewski, Alex Sim, Peter Nugent, Ankit Agrawal, Alok N. Choudhary, Kesheng Wu, Wei-keng Liao
2022 — conf
Which Deep Learning Framework Should I Use: A Comparative Study For Deep Regression Modeling.
CSCI
Vishu Gupta, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
2021 J jnl
A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design.
CoRR
Zijiang Yang, Dipendra Jha, Arindam Paul, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
2021 Misc conf
Asynchronous I/O Strategy for Large-Scale Deep Learning Applications.
HiPC
Sunwoo Lee, Qiao Kang, Kewei Wang, Jan Balewski, Alex Sim, Ankit Agrawal, Alok N. Choudhary, Peter Nugent, Kesheng Wu, Wei-keng Liao
2021 C conf
Enhancing Phase Mapping for High-throughput X-ray Diffraction Experiments using Fuzzy Clustering.
ICPRAM
Dipendra Jha, K. V. L. V. Narayanachari, Ruifeng Zhang, Denis T. Keane, Wei-keng Liao, Alok N. Choudhary, Yip-Wah Chung, Michael J. Bedzyk, Ankit Agrawal
2021 J jnl
Harnessing Psycho-lingual and Crowd-Sourced Dictionaries for Predicting Taboos in Written Emotional Disclosure in Anonymous Confession Boards.
J. Heal. Informatics Res.
Arindam Paul, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
2021 C conf
SIGRNN: Synthetic Minority Instances Generation in Imbalanced Datasets using a Recurrent Neural Network.
ICPRAM
Reda Al-Bahrani, Dipendra Jha, Qiao Kang, Sunwoo Lee, Zijiang Yang, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary
2021 — conf
Supporting Data Compression in PnetCDF.
IEEE BigData
Kaiyuan Hou, Qiao Kang, Sunwoo Lee, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
2020 J jnl
Building Halo Merger Trees from the Q Continuum Simulation.
CoRR
Esteban Rangel, Nicholas Frontiere, Salman Habib, Katrin Heitmann, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary
2020 — conf
Communication-Efficient Local Stochastic Gradient Descent for Scalable Deep Learning.
IEEE BigData
Sunwoo Lee, Qiao Kang, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
2020 — conf
Heterogeneous Feature Fusion Based Machine Learning on Shallow-Wide and Heterogeneous-Sparse Industrial Datasets.
ICPR Workshops (4)
Zijiang Yang, Tetsushi Watari, Daisuke Ichigozaki, Akita Mitsutoshi, Hiroaki Takahashi, Yoshinori Suga, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
2020 J jnl
Improving MPI Collective I/O for High Volume Non-Contiguous Requests With Intra-Node Aggregation.
IEEE Trans. Parallel Distributed Syst.
Qiao Kang, Sunwoo Lee, Kaiyuan Hou, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
2020 A conf
Improving all-to-many personalized communication in two-phase I/O.
SC
Qiao Kang, Robert B. Ross, Robert Latham, Sunwoo Lee, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
2020 B conf
Predicting Resource Requirement in Intermediate Palomar Transient Factory Workflow.
CCGRID
Qiao Kang, Alex Sim, Peter Nugent, Sunwoo Lee, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary, Kesheng Wu
2019 B conf
A Real-Time Iterative Machine Learning Approach for Temperature Profile Prediction in Additive Manufacturing Processes.
DSAA
Arindam Paul, Mojtaba Mozaffar, Zijiang Yang, Wei-keng Liao, Alok N. Choudhary, Jian Cao, Ankit Agrawal
2019 J jnl
A real-time iterative machine learning approach for temperature profile prediction in additive manufacturing processes.
CoRR
Arindam Paul, Mojtaba Mozaffar, Zijiang Yang, Wei-keng Liao, Alok N. Choudhary, Jian Cao, Ankit Agrawal
2019 — conf
Data-Driven Insights from Predictive Analytics on Heterogeneous Experimental Data of Industrial Magnetic Materials.
ICDM Workshops
Zijiang Yang, Tetsushi Watari, Daisuke Ichigozaki, Kei Morohoshi, Yoshinori Suga, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
2019 B conf
Deep learning based domain knowledge integration for small datasets: Illustrative applications in materials informatics.
IJCNN
Zijiang Yang, Reda Al-Bahrani, Andrew C. E. Reid, Stefanos Papanikolaou, Surya R. Kalidindi, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
2019 A* conf
IRNet: A General Purpose Deep Residual Regression Framework for Materials Discovery.
KDD
Dipendra Jha, Logan T. Ward, Zijiang Yang, Christopher Wolverton, Ian T. Foster, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
2019 J jnl
IRNet: A General Purpose Deep Residual Regression Framework for Materials Discovery.
CoRR
Dipendra Jha, Logan T. Ward, Zijiang Yang, Christopher Wolverton, Ian T. Foster, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
2019 J jnl
Improving MPI Collective I/O Performance With Intra-node Request Aggregation.
CoRR
Qiao Kang, Sunwoo Lee, Kaiyuan Hou, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
2019 — conf
Improving Scalability of Parallel CNN Training by Adjusting Mini-Batch Size at Run-Time.
IEEE BigData
Sunwoo Lee, Qiao Kang, Sandeep Madireddy, Prasanna Balaprakash, Ankit Agrawal, Alok N. Choudhary, Richard Archibald, Wei-keng Liao
2019 B conf
Martensite Start Temperature Predictor for Steels Using Ensemble Data Mining.
DSAA
Ankit Agrawal, Abhinav Saboo, Wei Xiong, Gregory B. Olson, Alok N. Choudhary
2019 B conf
Peak Area Detection Network for Directly Learning Phase Regions from Raw X-ray Diffraction Patterns.
IJCNN
Dipendra Jha, Aaron Gilad Kusne, Reda Al-Bahrani, Nam Nguyen, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
2019 J jnl
Scalable Algorithms for MPI Intergroup Allgather and Allgatherv.
Parallel Comput.
Qiao Kang, Jesper Larsson Träff, Reda Al-Bahrani, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
2019 — conf
Spatiotemporal Real-Time Anomaly Detection for Supercomputing Systems.
IEEE BigData
Qiao Kang, Ankit Agrawal, Alok N. Choudhary, Alex Sim, Kesheng Wu, Rajkumar Kettimuthu, Peter H. Beckman, Zhengchun Liu, Wei-keng Liao
2019 J jnl
Survivability prediction of colon cancer patients using neural networks.
Health Informatics J.
Reda Al-Bahrani, Ankit Agrawal, Alok N. Choudhary
2019 B conf
Transfer Learning Using Ensemble Neural Networks for Organic Solar Cell Screening.
IJCNN
Arindam Paul, Dipendra Jha, Reda Al-Bahrani, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
2019 J jnl
Transfer Learning Using Ensemble Neural Networks for Organic Solar Cell Screening.
CoRR
Arindam Paul, Dipendra Jha, Reda Al-Bahrani, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
2018 J jnl
CheMixNet: Mixed DNN Architectures for Predicting Chemical Properties using Multiple Molecular Representations.
CoRR
Arindam Paul, Dipendra Jha, Reda Al-Bahrani, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
2018 C conf
Full-Duplex Inter-Group All-to-All Broadcast Algorithms with Optimal Bandwidth.
EuroMPI
Qiao Kang, Jesper Larsson Träff, Reda Al-Bahrani, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
2018 — conf
Integration of Burst Buffer in High-level Parallel I/O Library for Exa-scale Computing Era.
PDSW-DISCS@SC
Kaiyuan Hou, Reda Al-Bahrani, Esteban Rangel, Ankit Agrawal, Robert Latham, Robert B. Ross, Alok N. Choudhary, Wei-keng Liao
2018 — conf
Parallel DBSCAN Algorithm Using a Data Partitioning Strategy with Spark Implementation.
IEEE BigData
Dianwei Han, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
2018 J jnl
Prediction of seebeck coefficient for compounds without restriction to fixed stoichiometry: A machine learning approach.
J. Comput. Chem.
Al'ona Furmanchuk, James E. Saal, Jeff W. Doak, Gregory B. Olson, Alok N. Choudhary, Ankit Agrawal
2018 — conf
Towards Autonomic Science Infrastructure: Architecture, Limitations, and Open Issues.
AI-Science@HPDC
Rajkumar Kettimuthu, Zhengchun Liu, Ian T. Foster, Peter H. Beckman, Alex Sim, Kesheng Wu, Wei-keng Liao, Qiao Kang, Ankit Agrawal, Alok N. Choudhary
2017 — conf
A Hybrid Training Algorithm for Recurrent Neural Network Using Particle Swarm Optimization-Based Preprocessing and Temporal Error Aggregation.
ICDM Workshops
Qiao Kang, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary
2017 — conf
Analyzing Informal Caregiving Expression in Social Media.
ICDM Workshops
Reda Al-Bahrani, Margaret K. Danilovich, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
2017 Misc conf
Building Halo Merger Trees from the Q Continuum Simulation.
HiPC
Esteban Rangel, Nicholas Frontiere, Salman Habib, Katrin Heitmann, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary
2017 A* conf
Distinguish Polarity in Bag-of-Words Visualization.
AAAI
Yusheng Xie, Zhengzhang Chen, Ankit Agrawal, Alok N. Choudhary
2017 — conf
Forecasting Influenza Levels Using Real-Time Social Media Streams.
ICHI
Kathy Lee, Ankit Agrawal, Alok N. Choudhary
2017 J jnl
Legislative prediction with dual uncertainty minimization from heterogeneous information.
Stat. Anal. Data Min.
Yu Cheng, Ankit Agrawal, Huan Liu, Alok N. Choudhary
2017 — conf
Medical Concept Normalization for Online User-Generated Texts.
ICHI
Kathy Lee, Sadid A. Hasan, Oladimeji Farri, Alok N. Choudhary, Ankit Agrawal
2017 Misc conf
Parallel Deep Convolutional Neural Network Training by Exploiting the Overlapping of Computation and Communication.
HiPC
Sunwoo Lee, Dipendra Jha, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
2017 J jnl
Parallel Implementation of Lossy Data Compression for Temporal Data Sets.
CoRR
Zheng Yuan, William Hendrix, Seung Woo Son, Christoph Federrath, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
2017 J jnl
SILVERBACK+: scalable association mining via fast list intersection for columnar social data.
Knowl. Inf. Syst.
Yusheng Xie, Zhengzhang Chen, Diana Palsetia, Goce Trajcevski, Ankit Agrawal, Alok N. Choudhary
2017 — conf
Towards Identifying Informal Caregivers of Alzheimer's and Dementia Patients in Social Media.
ICHI
Reda Al-Bahrani, Margaret K. Danilovich, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
2016 A conf
A Fatigue Strength Predictor for Steels Using Ensemble Data Mining: Steel Fatigue Strength Predictor.
CIKM
Ankit Agrawal, Alok N. Choudhary
2016 A conf
A Filtering-based Clustering Algorithm for Improving Spatio-temporal Kriging Interpolation Accuracy.
CIKM
Qiao Kang, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary
2016 — conf
A Formation Energy Predictor for Crystalline Materials Using Ensemble Data Mining.
ICDM Workshops
Ankit Agrawal, Bryce Meredig, Chris Wolverton, Alok N. Choudhary
2016 J jnl
A New Parallel Algorithm for Two-Pass Connected Component Labeling.
CoRR
Siddharth Gupta, Diana Palsetia, Md. Mostofa Ali Patwary, Ankit Agrawal, Alok N. Choudhary
2016 — conf
A Novel Scalable DBSCAN Algorithm with Spark.
IPDPS Workshops
Dianwei Han, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
2016 Misc conf
AGORAS: A Fast Algorithm for Estimating Medoids in Large Datasets.
ICCS
Esteban Rangel, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary, William Hendrix
2016 — conf
Evaluation of K-means data clustering algorithm on Intel Xeon Phi.
IEEE BigData
Sunwoo Lee, Wei-keng Liao, Ankit Agrawal, Nikos Hardavellas, Alok N. Choudhary
2016 — conf
Five Year Life Expectancy Calculator for Older Adults.
ICDM Workshops
Ankit Agrawal, Jason Scott Mathias, David Baker, Alok N. Choudhary
2016 — conf
Identifying hotspots in five year survival electronic health records of older adults.
ICCABS
Ankit Agrawal, Jason Scott Mathias, David Baker, Alok N. Choudhary
2016 — conf
Materials discovery: Understanding polycrystals from large-scale electron patterns.
IEEE BigData
Ruoqian Liu, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary, Marc De Graef
2016 C conf
Parallel Community Detection Algorithm Using a Data Partitioning Strategy with Pairwise Subdomain Duplication.
ISC
Diana Palsetia, William Hendrix, Sunwoo Lee, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
2016 C conf
Parallel DTFE Surface Density Field Reconstruction.
CLUSTER
Esteban Rangel, Nan Li, Salman Habib, Tom Peterka, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
2016 Misc conf
Parallel Implementation of Lossy Data Compression for Temporal Data Sets.
HiPC
Zheng Yuan, William Hendrix, Seung Woo Son, Christoph Federrath, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
2016 — conf
PinterNet: A thematic label curation tool for large image datasets.
IEEE BigData
Ruoqian Liu, Diana Palsetia, Arindam Paul, Reda Al-Bahrani, Dipendra Jha, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary
2016 — conf
Predicting the Outcome of Startups: Less Failure, More Success.
ICDM Workshops
Amar Krishna, Ankit Agrawal, Alok N. Choudhary
2016 — conf
Towards Informal Caregiver Identification in Social Media.
ICHI
Reda Al-Bahrani, Margaret K. Danilovich, Ankit Agrawal, Alok N. Choudhary
2015 — conf
A Scalable Hierarchical Clustering Algorithm Using Spark.
BigDataService
Chen Jin, Ruoqian Liu, Zhengzhang Chen, William Hendrix, Ankit Agrawal, Alok N. Choudhary
2015 — conf
All your Google and Facebook logins are belong to us: A case for single sign-off.
IC3
Vaibhav Rastogi, Ankit Agrawal
2015 — conf
Incremental, distributed single-linkage hierarchical clustering algorithm using mapreduce.
SpringSim (HPS)
Chen Jin, Zhengzhang Chen, William Hendrix, Ankit Agrawal, Alok N. Choudhary
2015 A conf
Legislative Prediction with Dual Uncertainty Minimization from Heterogeneous Information.
SDM
Yu Cheng, Ankit Agrawal, Huan Liu, Alok N. Choudhary
2015 B conf
Mining Social Media Streams to Improve Public Health Allergy Surveillance.
ASONAM
Kathy Lee, Ankit Agrawal, Alok N. Choudhary
2015 — conf
Pruned search: A machine learning based meta-heuristic approach for constrained continuous optimization.
IC3
Ruoqian Liu, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary, Zhengzhang Chen
2015 J jnl
Qualitative Decision Methods for Multi-Attribute Decision Making.
CoRR
Ankit Agrawal
2015 — conf
Reducing infrequent-token perplexity via variational corpora.
ACL (2)
Yusheng Xie, Pranjal Daga, Yu Cheng, Kunpeng Zhang, Ankit Agrawal, Alok N. Choudhary
2015 B conf
Running MAP Inference on Million Node Graphical Models: A High Performance Computing Perspective.
CCGRID
Chen Jin, Qiang Fu, Huahua Wang, William Hendrix, Zhengzhang Chen, Ankit Agrawal, Arindam Banerjee, Alok N. Choudhary
2014 — conf
A New Parallel Algorithm for Two-Pass Connected Component Labeling.
IPDPS Workshops
Siddharth Gupta, Diana Palsetia, Md. Mostofa Ali Patwary, Ankit Agrawal, Alok N. Choudhary
2014 — conf
Clique guided community detection.
IEEE BigData
Diana Palsetia, Md. Mostofa Ali Patwary, William Hendrix, Ankit Agrawal, Alok N. Choudhary
2014 J jnl
Data Compression for the Exascale Computing Era - Survey.
Supercomput. Front. Innov.
Seung Woo Son, Zhengzhang Chen, William Hendrix, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
2014 — conf
Enhancing Financial Decision-Making Using Social Behavior Modeling.
SNAKDD
Ruoqian Liu, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
2014 — conf
Estimating Online User Location Distribution without GPS Location.
ICDM Workshops
Yusheng Xie, Yu Cheng, Ankit Agrawal, Alok N. Choudhary
2014 J jnl
Excavating social circles via user interests.
Soc. Netw. Anal. Min.
Diana Palsetia, Md. Mostofa Ali Patwary, Ankit Agrawal, Alok N. Choudhary
2014 B conf
Indexing bipartite memberships in web graphs.
ASONAM
Yusheng Xie, Zhengzhang Chen, Diana Palsetia, Ankit Agrawal, Alok N. Choudhary
2014 J jnl
MuSES: Multilingual Sentiment Elicitation System for Social Media Data.
IEEE Intell. Syst.
Yusheng Xie, Zhengzhang Chen, Kunpeng Zhang, Yu Cheng, Daniel Honbo, Ankit Agrawal, Alok N. Choudhary
2014 A conf
NUMARCK: Machine Learning Algorithm for Resiliency and Checkpointing.
SC
Zhengzhang Chen, Seung Woo Son, William Hendrix, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
2014 A* conf
SILVERBACK: Scalable association mining for temporal data in columnar probabilistic databases.
ICDE
Yusheng Xie, Diana Palsetia, Goce Trajcevski, Ankit Agrawal, Alok N. Choudhary
2014 A* conf
Social Role Identification via Dual Uncertainty Minimization Regularization.
ICDM
Yu Cheng, Ankit Agrawal, Alok N. Choudhary, Huan Liu, Tao Zhang
2013 B conf
A probabilistic graphical model for brand reputation assessment in social networks.
ASONAM
Kunpeng Zhang, Doug Downey, Zhengzhang Chen, Yusheng Xie, Yu Cheng, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
2013 — conf
A scalable algorithm for single-linkage hierarchical clustering on distributed-memory architectures.
LDAV
William Hendrix, Diana Palsetia, Md. Mostofa Ali Patwary, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
2013 A conf
Bootstrapping active name disambiguation with crowdsourcing.
CIKM
Yu Cheng, Zhengzhang Chen, Jiang Wang, Ankit Agrawal, Alok N. Choudhary
2013 — conf
Colon cancer survival prediction using ensemble data mining on SEER data.
IEEE BigData
Reda Al-Bahrani, Ankit Agrawal, Alok N. Choudhary
2013 — conf
Elver: Recommending Facebook pages in cold start situation without content features.
IEEE BigData
Yusheng Xie, Zhengzhang Chen, Kunpeng Zhang, Chen Jin, Yu Cheng, Ankit Agrawal, Alok N. Choudhary
2013 A conf
Feedback-driven multiclass active learning for data streams.
CIKM
Yu Cheng, Zhengzhang Chen, Lu Liu, Jiang Wang, Ankit Agrawal, Alok N. Choudhary
2013 A* conf
Forecast Oriented Classification of Spatio-Temporal Extreme Events.
IJCAI
Zhengzhang Chen, Yusheng Xie, Yu Cheng, Kunpeng Zhang, Ankit Agrawal, Wei-keng Liao, Nagiza F. Samatova, Alok N. Choudhary
2013 A conf
Graphical Modeling of Macro Behavioral Targeting in Social Networks.
SDM
Ankit Agrawal, Zhengzhang Chen, Yu Cheng, Alok N. Choudhary, Haotian Liu, Md. Mostofa Ali Patwary, Yusheng Xie, Kunpeng Zhang
2013 A* conf
JobMiner: a real-time system for mining job-related patterns from social media.
KDD
Yu Cheng, Yusheng Xie, Zhengzhang Chen, Ankit Agrawal, Alok N. Choudhary, Songtao Guo
2013 — conf
Lung transplant outcome prediction using UNOS data.
IEEE BigData
Ankit Agrawal, Reda Al-Bahrani, Mark J. Russo, Jaishankar Raman, Alok N. Choudhary
2013 A conf
Mining diabetes complication and treatment patterns for clinical decision support.
CIKM
Lu Liu, Jie Tang, Yu Cheng, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
2013 A conf
Random walk-based graphical sampling in unbalanced heterogeneous bipartite social graphs.
CIKM
Yusheng Xie, Zhengzhang Chen, Ankit Agrawal, Alok N. Choudhary, Lu Liu
2013 A* conf
Real-time disease surveillance using Twitter data: demonstration on flu and cancer.
KDD
Kathy Lee, Ankit Agrawal, Alok N. Choudhary
2013 A conf
Scalable parallel OPTICS data clustering using graph algorithmic techniques.
SC
Md. Mostofa Ali Patwary, Diana Palsetia, Ankit Agrawal, Wei-keng Liao, Fredrik Manne, Alok N. Choudhary
2013 — conf
Solving combinatorial optimization problems using relaxed linear programming: a high performance computing perspective.
BigMine
Chen Jin, Qiang Fu, Huahua Wang, Ankit Agrawal, William Hendrix, Wei-keng Liao, Md. Mostofa Ali Patwary, Arindam Banerjee, Alok N. Choudhary
2012 A conf
A new scalable parallel DBSCAN algorithm using the disjoint-set data structure.
SC
Md. Mostofa Ali Patwary, Diana Palsetia, Ankit Agrawal, Wei-keng Liao, Fredrik Manne, Alok N. Choudhary
2012 J jnl
Accelerating pairwise statistical significance estimation for local alignment by harvesting GPU's power.
BMC Bioinform.
Yuhong Zhang, Sanchit Misra, Ankit Agrawal, Md. Mostofa Ali Patwary, Wei-keng Liao, Zhiguang Qin, Alok N. Choudhary
2012 — conf
CluChunk: clustering large scale user-generated content incorporating chunklet information.
BigMine
Yu Cheng, Yusheng Xie, Kunpeng Zhang, Ankit Agrawal, Alok N. Choudhary
2012 Misc conf
High Performance Big Data Clustering.
High Performance Computing Workshop (1)
Ankit Agrawal, Md. Mostofa Ali Patwary, William Hendrix, Wei-keng Liao, Alok N. Choudhary
2012 J jnl
Lung cancer survival prediction using ensemble data mining on SEER data.
Sci. Program.
Ankit Agrawal, Sanchit Misra, Ramanathan Narayanan, Lalith Polepeddi, Alok N. Choudhary
2012 A conf
On active learning in hierarchical classification.
CIKM
Yu Cheng, Kunpeng Zhang, Yusheng Xie, Ankit Agrawal, Alok N. Choudhary
2012 Misc conf
Parallel hierarchical clustering on shared memory platforms.
HiPC
William Hendrix, Md. Mostofa Ali Patwary, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
2012 — conf
Probabilistic macro behavioral targeting.
DUBMMSM
Yusheng Xie, Yu Cheng, Daniel Honbo, Kunpeng Zhang, Ankit Agrawal, Alok N. Choudhary, Yi Gao, Jiangtao Gou
2012 A* conf
Sentiment identification by incorporating syntax, semantics and context information.
SIGIR
Kunpeng Zhang, Yusheng Xie, Yu Cheng, Daniel Honbo, Doug Downey, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
2012 A* conf
VOXSUP: a social engagement framework.
KDD
Yusheng Xie, Daniel Honbo, Alok N. Choudhary, Kunpeng Zhang, Yu Cheng, Ankit Agrawal
2011 — conf
A lung cancer outcome calculator using ensemble data mining on SEER data.
BIOKDD
Ankit Agrawal, Sanchit Misra, Ramanathan Narayanan, Lalith Polepeddi, Alok N. Choudhary
2011 J jnl
Anatomy of a hash-based long read sequence mapping algorithm for next generation DNA sequencing.
Bioinform.
Sanchit Misra, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
2011 J jnl
Association Rule Mining Based HotSpot Analysis on SEER Lung Cancer Data.
Int. J. Knowl. Discov. Bioinform.
Ankit Agrawal, Alok N. Choudhary
2011 — conf
Community Dynamics and Analysis of Decadal Trends in Climate Data.
ICDM Workshops
William Hendrix, Isaac K. Tetteh, Ankit Agrawal, Fredrick H. M. Semazzi, Wei-keng Liao, Alok N. Choudhary
2011 — conf
Efficient pairwise statistical significance estimation for local sequence alignment using GPU.
ICCABS
Yuhong Zhang, Sanchit Misra, Daniel Honbo, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
2011 — conf
Identifying HotSpots in Lung Cancer Data Using Association Rule Mining.
ICDM Workshops
Ankit Agrawal, Alok N. Choudhary
2011 — conf
Learning to Group Web Text Incorporating Prior Information.
ICDM Workshops
Yu Cheng, Kunpeng Zhang, Yusheng Xie, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
2011 J jnl
Pairwise Statistical Significance of Local Sequence Alignment Using Sequence-Specific and Position-Specific Substitution Matrices.
IEEE ACM Trans. Comput. Biol. Bioinform.
Ankit Agrawal, Xiaoqiu Huang
2011 J jnl
Parallel pairwise statistical significance estimation of local sequence alignment using Message Passing Interface library.
Concurr. Comput. Pract. Exp.
Ankit Agrawal, Sanchit Misra, Daniel Honbo, Alok N. Choudhary
2011 — conf
Poll: A Citation Text Based System for Identifying High-Impact Contributions of an Article.
ICDM Workshops
Lalith Polepeddi, Ankit Agrawal, Alok N. Choudhary
2011 — conf
Poster: A lung cancer mortality risk calculator based on SEER data.
ICCABS
Ankit Agrawal, Sanchit Misra, Ramanathan Narayanan, Lalith Polepeddi, Alok N. Choudhary
2011 — conf
Poster: Risk prediction for post-operative adverse outcomes in colorectal cancer surgery.
ICCABS
Ankit Agrawal, Sanchit Misra, Alok N. Choudhary, Karl Bilimoria
2011 — conf
Predicting Node Failure in High Performance Computing Systems from Failure and Usage Logs.
IPDPS Workshops
Nithin Nakka, Ankit Agrawal, Alok N. Choudhary
2011 — conf
SES: Sentiment Elicitation System for Social Media Data.
ICDM Workshops
Kunpeng Zhang, Yu Cheng, Yusheng Xie, Daniel Honbo, Ankit Agrawal, Diana Palsetia, Kathy Lee, Wei-keng Liao, Alok N. Choudhary
2011 — conf
Twitter Trending Topic Classification.
ICDM Workshops
Kathy Lee, Diana Palsetia, Ramanathan Narayanan, Md. Mostofa Ali Patwary, Ankit Agrawal, Alok N. Choudhary
2010 — conf
Derived distribution points heuristic for fast pairwise statistical significance estimation.
BCB
Ankit Agrawal, Alok N. Choudhary, Xiaoqiu Huang
2010 — conf
Efficient Pairwise Statistical Significance Estimation using FPGAs.
BIOCOMP
Daniel Honbo, Ankit Agrawal, Alok N. Choudhary
2010 J jnl
Fuzzy-adaptive-thresholding-based exon prediction.
Int. J. Comput. Biol. Drug Des.
Ankit Agrawal, Ankush Mittal, Rahul Jain, Raghav Takkar
2010 A conf
MPIPairwiseStatSig: parallel pairwise statistical significance estimation of local sequence alignment.
HPDC
Ankit Agrawal, Sanchit Misra, Daniel Honbo, Alok N. Choudhary
2010 — conf
Non-Conservative Pairwise Statistical Significance of Local Sequence Alignment Using Position-Specific Substitution Matrices.
BIOCOMP
Ankit Agrawal, Alok N. Choudhary, Xiaoqiu Huang
2009 J jnl
PSIBLAST_PairwiseStatSig: reordering PSI-BLAST hits using pairwise statistical significance.
Bioinform.
Ankit Agrawal, Xiaoqiu Huang
2009 J jnl
Pairwise statistical significance of local sequence alignment using multiple parameter sets and empirical justification of parameter set change penalty.
BMC Bioinform.
Ankit Agrawal, Xiaoqiu Huang
2008 — conf
A new heuristic for multiple sequence alignment.
EIT
Ankit Agrawal, S. K. Khaitan
2008 — conf
An adaptive fuzzy thresholding algorithm for exon prediction.
EIT
Ankit Agrawal, Ankush Mittal, Rahul Jain, Raghav Takkar
2008 — conf
Conservative, Non-conservative and Average Pairwise Statistical Significance of Local Sequence Alignment.
BIBM
Ankit Agrawal, Xiaoqiu Huang
2008 — conf
DNAlignTT: Pairwise DNA alignment with sequence specific transition-transversion ratio.
EIT
Ankit Agrawal, Xiaoqiu Huang
2008 — conf
Estimating Pairwise Statistical Significance of Protein Local Alignments Using a Clustering-Classification Approach Based on Amino Acid Composition.
ISBRA
Ankit Agrawal, Arka P. Ghosh, Xiaoqiu Huang
2008 — conf
Pairwise DNA Alignment with Sequence Specific Transition-Transversion Ratio Using Multiple Parameter Sets.
ICIT
Ankit Agrawal, Xiaoqiu Huang
2008 — conf
Pairwise Statistical Significance Versus Database Statistical Significance for Local Alignment of Protein Sequences.
ISBRA
Ankit Agrawal, Volker Brendel, Xiaoqiu Huang
2008 — conf
Pairwise Statistical Significance of Local Sequence Alignment Using Substitution Matrices with Sequence-Pair-Specific Distance.
ICIT
Ankit Agrawal, Xiaoqiu Huang
2008 J jnl
Pairwise statistical significance and empirical determination of effective gap opening penalties for protein local sequence alignment.
Int. J. Comput. Biol. Drug Des.
Ankit Agrawal, Volker Brendel, Xiaoqiu Huang
2008 — conf
Pairwise statistical significance of local sequence alignment using multiple parameter sets.
DTMBIO
Ankit Agrawal, Xiaoqiu Huang