Publications

Showing 81 of 81 records

• GeoViT: versatile vision transformer architecture for geospatial image analysis ↗

  M Khirwar, A Narang

  2024 International Conference on Machine Intelligence for GeoAnalytics and …, 2024

  Computer Vision & Geospatial AI2024

  8

  citations

• GeoFormer: a vision and sequence transformer-based approach for greenhouse gas monitoring ↗

  M Khirwar, A Narang

  arXiv preprint arXiv:2402.07164, 2024

  Computer Vision & Geospatial AI2024

  4

  citations

• Kullback–Leibler divergence-based regularized normalization for low-resource tasks ↗

  N Kumar, A Narang, B Lall

  IEEE Transactions on Artificial Intelligence 5 (6), 2638-2650, 2023

  Recommendation & NLP2023

  17

  citations

• KL regularized normalization framework for low resource tasks ↗

  N Kumar, A Narang, B Lall

  Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023

  Recommendation & NLP2023

  2

  citations

• Style Description based Text-to-Speech with Conditional Prosodic Layer Normalization based Diffusion GAN ↗

  N Kumar, A Narang, B Lall

  arXiv preprint arXiv:2310.18169, 2023

  Recommendation & NLP2023

• Zero-shot normalization driven multi-speaker text to speech synthesis ↗

  N Kumar, A Narang, B Lall

  IEEE/ACM Transactions on Audio, Speech, and Language Processing 30, 1679-1693, 2022

  Generative & Multimodal AI2022

  16

  citations

• Normalization driven zero-shot multi-speaker speech synthesis ↗

  N Kumar, S Goel, A Narang, B Lall

  Proc. Interspeech 2021, 1354-1358, 2021

  Generative & Multimodal AI2021

  16

  citations

• Large scale multilingual sticker recommendation in messaging apps ↗

  A Laddha, M Hanoosh, D Mukherjee, P Patwa, A Narang

  AI Magazine 42 (4), 16-28, 2021

  Recommendation & NLP2021

  4

  citations

• One shot audio to animated video generation ↗

  N Kumar, S Goel, A Narang, B Lall, M Hasan, P Agarwal, D Sarkar

  arXiv preprint arXiv:2102.09737, 2021

  Generative & Multimodal AI2021

  2

  citations

• Multi Modal Normalization ↗

  N Kumar, A Narang, B Lall, S Goel

  International Conference on Neural Information Processing, 40-53, 2021

  Generative & Multimodal AI2021

• ENHANCED SHARED EXPERIENCES IN HETEROGENEOUS NETWORK WITH GENERATIVE AI ↗

  N Kumar, A Narang, B Lall, NK Singh

  Wireless & Networks2021

• Fed-focal loss for imbalanced data classification in federated learning ↗

  D Sarkar, A Narang, S Rai

  arXiv preprint arXiv:2011.06283, 2020

  Federated & Distributed Learning2020

  94

  citations

• Understanding chat messages for sticker recommendation in messaging apps ↗

  A Laddha, M Hanoosh, D Mukherjee, P Patwa, A Narang

  Proceedings of the AAAI Conference on Artificial Intelligence 34 (08), 13156 …, 2020

  Recommendation & NLP2020

  49

  citations

• Robust one shot audio to video generation ↗

  N Kumar, S Goel, A Narang, M Hasan

  2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition …, 2020

  Generative & Multimodal AI2020

  21

  citations

• Few shot adaptive normalization driven multi-speaker speech synthesis ↗

  N Kumar, S Goel, A Narang, B Lall

  arXiv preprint arXiv:2012.07252, 2020

  Generative & Multimodal AI2020

  6

  citations

• Catfedavg: Optimising communication-efficiency and classification accuracy in federated learning ↗

  D Sarkar, S Rai, A Narang

  arXiv preprint arXiv:2011.07229, 2020

  Federated & Distributed Learning2020

  4

  citations

• Multi modal adaptive normalization for audio to video generation ↗

  N Kumar, S Goel, A Narang, B Lall

  arXiv preprint arXiv:2012.07304, 2020

  Generative & Multimodal AI2020

  3

  citations

• Managing hydrocarbon energy production while proactively maintaining a balanced workload ↗

  PEV Mendoza, JMS Serra, NAG Molano, LM Ramasesha, RF Ausas, ...

  US Patent 10,613,908, 2020

  Energy & GeosciencePatent2020

  3

  citations

• Methods and apparatus for computing zonal flow rates in reservoir wells ↗

  L Horesh, A Narang, K Visweswariah

  US Patent 10,337,315, 2019

  Energy & GeosciencePatent2019

  4

  citations

• information Retrieval Methods for Big Data Analytics on text ↗

  AK Bhadani, A Narang

  Data Analytics: Concepts, Techniques, and Applications, 73, 2018

  AI Systems2018

• Online and distributed optimization framework for wireless analytics ↗

  VK Garg, S Kalyanaraman, A Narang

  US Patent 9,603,033, 2017

  Wireless & NetworksPatent2017

  8

  citations

• Adaptive Detection of Variance Change Point ↗

  S Srivastava, R Chaudhuri, A Narang, M Gupta, S Singh

  Joint Statistical Meetings, 2017

  AI Systems2017

• Dynamic Uncertainty-Based Analytics for Caching Performance Improvements in Mobile Broadband Wireless Networks ↗

  S Dutta, A Narang

  Big Data Princ. Paradig, 389-415, 2016

  Data Systems & Streams2016

  1

  citations

• Systems and methods for affinity driven distributed scheduling of parallel computations ↗

  S Agarwal, A Narang, RK Shyamasundar

  US Patent 8,959,525, 2015

  High Performance ComputingPatent2015

  30

  citations

• Distributed scalable clustering and community detection ↗

  A Narang, J Soman

  US Patent 8,990,209, 2015

  High Performance ComputingPatent2015

  14

  citations

• Distributed data scalable adaptive map-reduce framework ↗

  A Narang, J Soman

  US Patent 8,959,138, 2015

  High Performance ComputingPatent2015

  13

  citations

• Predictive caching framework for mobile wireless networks ↗

  S Dutta, A Narang, S Bhattacherjee, AS Das, D Krishnaswamy

  2015 16th IEEE International Conference on Mobile Data Management 1, 179-184, 2015

  Data Systems & Streams2015

  10

  citations

• Analytical model for fully grouted rock bolts with multiple joints ↗

  K C. Das, GPR Sekhar, D Deb, A Narang

  ISRM Congress, ISRM-13CONGRESS-2015-182, 2015

  Energy & Geoscience2015

  6

  citations

• Efem vs. XFEM: a comparative study for modeling strong discontinuity in geomechanics ↗

  KC Das, RF Ausas, JMS Serra, A Narang, ER Rodrigues, I Carol, ...

  ISRM Congress, ISRM-13CONGRESS-2015-183, 2015

  Energy & Geoscience2015

  4

  citations

• System and method for multithreaded text indexing for next generation multi-core architectures ↗

  A Narang, KV Swaminathan, P Agrawal, D Joseph

  US Patent 8,661,037, 2014

  Recommendation & NLPPatent2014

  24

  citations

• Mining wireless intelligence using unsupervised edge and core analytics ↗

  S Dutta, S Bhattacherjee, A Narang

  2nd Workshop on Smarter Planet and Big Data Analytics, 2014

  Wireless & Networks2014

  2

  citations

• Advanced Algorithms for Efficient Approximate Duplicate Detection in Data Streams Using Bloom Filters. ↗

  S Dutta, A Narang

  Large Scale and Big Data, 409-434, 2014

  Data Systems & Streams2014

• Streaming quotient filter: A near optimal approximate duplicate detection approach for data streams ↗

  S Dutta, A Narang, SK Bera

  Proceedings of the VLDB Endowment 6 (8), 589-600, 2013

  Data Systems & Streams2013

  54

  citations

• High performance adaptive distributed scheduling algorithm ↗

  A Narang, A Srivastava, RK Shyamasundar

  2013 IEEE International Symposium on Parallel & Distributed Processing …, 2013

  High Performance Computing2013

  5

  citations

• Performance optimizations for TTI RTM on GPU based hybrid architectures ↗

  A Narang, S Kumar, AS Das, M Perrone, D Wade, K Bendiksen, V Slåtten, ...

  Biennial International Conference & Exposition, 2013

  High Performance Computing2013

  4

  citations

• Systems and methods for performing parallel multi-level data computations ↗

  R Gupta, A Narang

  US Patent 8,533,423, 2013

  High Performance ComputingPatent2013

  3

  citations

• Maximizing TTI RTM throughput for CPU+ GPU ↗

  A Narang, S Kumar, J Soman, M Perrone, D Wade, K Bendiksen, ...

  European Association of Geoscientists and Engineers Conference, 2013

  High Performance Computing2013

  1

  citations

• Multi-regularization for Fuzzy Co-clustering ↗

  VK Garg, S Chaudhari, A Narang

  International Conference on Neural Information Processing, 67-75, 2013

  Recommendation & NLP2013

• Systems and methods for joint analytics on user level and network level data of a communications network ↗

  A Joshi, R Kothari, A Narang

  US Patent 8,447,269, 2013

  Wireless & NetworksPatent2013

• Parallel data redundancy removal ↗

  S Bhattacherjee, R Kothari, A Narang

  US Patent 8,332,367, 2012

  High Performance ComputingPatent2012

  430

  citations

• Assigning threads and data of computer program within processor having hardware locality groups ↗

  A Narang, R Kothari

  US Patent 8,261,273, 2012

  AI SystemsPatent2012

  148

  citations

• Towards" intelligent compression" in streams: a biased reservoir sampling based bloom filter approach ↗

  S Dutta, S Bhattacherjee, A Narang

  Proceedings of the 15th International Conference on Extending Database …, 2012

  Data Systems & Streams2012

  16

  citations

• Method for massively parallel multi-core text indexing ↗

  A Narang, V Agarwal, VK Garg, DJ Joseph, M Kedia, MM Michael

  US Patent 8,229,916, 2012

  Recommendation & NLPPatent2012

  15

  citations

• Advanced bloom filter based algorithms for efficient approximate data de-duplication in streams ↗

  SK Bera, S Dutta, A Narang, S Bhattacherjee

  arXiv preprint arXiv:1212.3964, 2012

  Data Systems & Streams2012

  10

  citations

• High performance offline and online distributed collaborative filtering ↗

  A Narang, A Srivastava, NPK Katta

  2012 IEEE 12th International Conference on Data Mining, 549-558, 2012

  Recommendation & NLP2012

  9

  citations

• Dynamic distributed scheduling algorithm for state space search ↗

  A Narang, A Srivastava, R Jain, RK Shyamasundar

  European Conference on Parallel Processing, 141-154, 2012

  High Performance Computing2012

  9

  citations

• Distributed hierarchical co-clustering and collaborative filtering algorithm ↗

  A Narang, A Srivastava, NPK Katta

  2012 19th International Conference on High Performance Computing, 1-10, 2012

  Recommendation & NLP2012

  1

  citations

• Grabfast: A CUDA based GPU accelerated fast short sequence alignment algorithm ↗

  A Narang, J Soman, S Lahabar

  2012 19th International Conference on High Performance Computing, 1-10, 2012

  High Performance Computing2012

• Fast community detection algorithm with gpus and multicore architectures ↗

  J Soman, A Narang

  2011 IEEE International Parallel & Distributed Processing Symposium, 568-579, 2011

  High Performance Computing2011

  101

  citations

• Real-time approximate range motif discovery & data redundancy removal algorithm ↗

  A Narang, S Bhattcherjee

  Proceedings of the 14th International Conference on Extending Database …, 2011

  Data Systems & Streams2011

  16

  citations

• Distributed scalable collaborative filtering algorithm ↗

  A Narang, A Srivastava, NPK Katta

  European Conference on Parallel Processing, 353-365, 2011

  Recommendation & NLP2011

  15

  citations

• High throughput data redundancy removal algorithm with scalable performance ↗

  S Bhattacherjee, A Narang, VK Garg

  Proceedings of the 6th International Conference on High Performance and …, 2011

  High Performance Computing2011

  14

  citations

• Performance driven multi-objective distributed scheduling for parallel computations ↗

  A Narang, A Srivastava, NPK Katta, RK Shyamasundar

  ACM SIGOPS Operating Systems Review 45 (2), 14-27, 2011

  High Performance Computing2011

  7

  citations

• Perfectly balanced allocation with estimated average using approximately constant retries ↗

  S Dutta, S Bhattacherjee, A Narang

  CoRR, vol. abs/1111.0801, 2011

  High Performance Computing2011

  5

  citations

• Affinity driven distributed scheduling algorithm for parallel computations ↗

  A Narang, A Srivastava, NP Kumar, RK Shyamasundar

  International Conference on Distributed Computing and Networking, 167-178, 2011

  High Performance Computing2011

  4

  citations

• Multidimensional Balanced Allocation for Multiple Choice & (1+ Beta) Processes ↗

  A Narang, S Dutta, S Bhattacherjee

  arXiv preprint arXiv:1111.0762, 2011

  High Performance Computing2011

  2

  citations

• High performance distributed co-clustering and collaborative filtering ↗

  A Narang, A Srivastava, NPK Katta

  IBM Res., NY, United States, Tech. Rep. RI11019, 1-28, 2011

  Recommendation & NLP2011

  2

  citations

• Performance driven distributed scheduling of parallel hybrid computations ↗

  A Narang, RK Shyamasundar

  Theoretical computer science 412 (32), 4212-4225, 2011

  High Performance Computing2011

  1

  citations

• Perfectly Balanced Allocation With Estimated Average Using Expected Constant Retries ↗

  S Dutta, S Bhattacherjee, A Narang

  arXiv preprint arXiv:1111.0801, 2011

  High Performance Computing2011

• Towards ↗

  A Narang

  AI Systems2011

• Parallel exact time series motif discovery ↗

  A Narang, S Bhattacherjee

  European Conference on Parallel Processing, 304-315, 2010

  High Performance Computing2010

  19

  citations

• Highly scalable parallel collaborative filtering algorithm ↗

  A Narang, R Gupta, A Joshi, VK Garg

  2010 International Conference on High Performance Computing, 1-10, 2010

  Recommendation & NLP2010

  17

  citations

• Real-time memory efficient data redundancy removal algorithm ↗

  VK Garg, A Narang, S Bhattacherjee

  Proceedings of the 19th ACM international conference on Information and …, 2010

  Data Systems & Streams2010

  10

  citations

• Highly scalable algorithm for distributed real-time text indexing ↗

  A Narang, V Agarwal, M Kedia, VK Garg

  2009 International Conference on High Performance Computing (HiPC), 332-341, 2009

  Recommendation & NLP2009

  7

  citations

• Affinity driven distributed scheduling algorithms for parallel computations ↗

  S Agarwal, A Narang, RK Shyamasundar

  Tech. Rep. RI09010, IBM India Research Labs, New Delhi (July 2009), 2009

  High Performance Computing2009

  2

  citations

• Performance optimizations for distributed real-time text indexing ↗

  A Narang, K Swaminathan, P Agrawal

  2009 International Conference on High Performance Computing (HiPC), 398-407, 2009

  Recommendation & NLP2009

  1

  citations

• Distributed scheduling of parallel hybrid computations ↗

  S Agarwal, A Narang, RK Shyamasundar

  International Symposium on Algorithms and Computation, 1144-1154, 2009

  High Performance Computing2009

  1

  citations

• Scalable Algorithm for Distributed In-Memory Text Indexing ↗

  A Narang, V Agarwal, M Kedia, VK Garg

  IBM Research. Technical Report RI08009, 2008

  Recommendation & NLP2008

  1

  citations

• System & method of linking separately compiled simulations ↗

  M Ball, C Cifuentes, D Allison, L Chen, A Narang

  US Patent App. 10/357,782, 2004

  Compilers & SimulationPatent2004

  426

  citations

• Constraint-based global router for routing high performance designs ↗

  S Aji, A Narang, S Ganguly

  US Patent App. 10/228,540, 2004

  Compilers & SimulationPatent2004

  111

  citations

• Method and apparatus for partitioning and placement for a cycle-based simulation system ↗

  A Narang

  US Patent App. 10/112,508, 2003

  Compilers & SimulationPatent2003

  13

  citations

• Computer model of human erythrocyte metabolism ↗

  BO Palsson, A Narang, A Joshi

  Progress in clinical and biological research 319, 133-154, 1989

  Energy & Geoscience1989

  15

  citations

• Department of Chemical Engineering University of Michigan\* Present address: Allergan Inc., 2525 Dupont Drive, Irvine, CA 92715. ↗

  BO Palsson, A Narang, A Joshi

  The Red Cell: Seventh Ann Arbor Conference: Proceedings of the Seventh …, 1989

  High Performance Computing1989

• Method and apparatus for simulation system compiler ↗

  MSB Jeffrey M. Broughton, Liang T. Chen, William kwei-cheung Lam, Derek E ...

  US Patent 7,080,365, 0

  Compilers & SimulationPatent

  204

  citations

• Compiling and linking modules of a cycle-based logic design ↗

  AN Michael S. Ball, Cristina N. Cifuentes, David S. Allison, Liang T. Chen

  US Patent 7,346,903, 0

  Compilers & SimulationPatent

  3

  citations

• Before the Needle: Semantic Action Contracts for Risk-Aware Robot Intervention ↗

  M Hasan, A Narang

  3rd Workshop on Semantic Reasoning and Goal Understanding in Robotics (RSS 2026), 0

  AI Systems

• Parallel Modeling of Intersecting Joints/Fractures Using XFEM ↗

  SS Sandha, KC Das, A Narang

  High Performance Computing

• XFEM Formulation of Geomechanics Problems with Multiple Intersecting Discontinuities ↗

  KC Das, SS Sandha, A Narang

  Energy & Geoscience

• Performance Optimizations for Data Deduplication on Hybrid Systems ↗

  S Bhattacherjee, A Narang, S Lahabar

  AI Systems

• Towards “Intelligent Compression” in Streams: A Biased Reservoir Sampling based Bloom Filter Construction ↗

  S Dutta, S Bhattacherjee, A Narang

  Data Systems & Streams

• GPU Computing ↗

  A Narang, J Soman, S Lahabar, S McGough, D Maddy, A Trueman, ...

  High Performance Computing