Karthik Sankaranarayanan

According to our database, Karthik Sankaranarayanan authored at least 81 papers between 2001 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

A Data-driven Approach to Predict Maintenance Delays for Time-based Maintenance.

Rajinder Khurmi, Karthik Sankaranarayanan, Glenn Harvel

Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2023

2022

AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry.

Yannis Katsis, Saneem A. Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Mustafa Canim, Michael R. Glass, Alfio Gliozzo, Feifei Pan, Jaydeep Sen, Karthik Sankaranarayanan, Soumen Chakrabarti

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022

2021

EHreact: Extended Hasse Diagrams for the Extraction and Scoring of Enzymatic Reaction Templates.

Esther Heid, Samuel Goldman, Karthik Sankaranarayanan, Connor W. Coley, Christoph Flamm, William H. Green Jr.

J. Chem. Inf. Model., 2021

Multilingual and code-switching ASR challenges for low resource Indian languages.

Anuj Diwan, Rakesh Vaideeswaran, Sanket Shah, Ankita Singh, Srinivasa Raghavan K. M., Shreya Khare, Vinit Unni, Saurabh Vyas, Akash Rajpuria, Chiranjeevi Yarra, Ashish R. Mittal, Prasanta Kumar Ghosh, Preethi Jyothi, Kalika Bali, Vivek Seshadri, Sunayana Sitaram, Samarth Bharadwaj, Jai Nanavati, Raoul Nanavati, Karthik Sankaranarayanan, Tejaswi Seeram, Basil Abraham

CoRR, 2021

MUCS 2021: Multilingual and Code-Switching ASR Challenges for Low Resource Indian Languages.

Anuj Diwan, Rakesh Vaideeswaran, Sanket Shah, Ankita Singh, Srinivasa Raghavan K. M., Shreya Khare, Vinit Unni, Saurabh Vyas, Akash Rajpuria, Chiranjeevi Yarra, Ashish R. Mittal, Prasanta Kumar Ghosh, Preethi Jyothi, Kalika Bali, Vivek Seshadri, Sunayana Sitaram, Samarth Bharadwaj, Jai Nanavati, Raoul Nanavati, Karthik Sankaranarayanan

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Condition Based Maintenance in Nuclear Power Plants: Limitations & Practicality.

Rajinder Khurmi, Karthik Sankaranarayanan, Glenn Harvel

Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2021

Addressing Target Shift in Zero-shot Learning using Grouped Adversarial Learning.

Saneem A. Chemmengath, Soumava Paul, Samarth Bharadwaj, Suranjana Samanta, Karthik Sankaranarayanan

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Role of Language Relatedness in Multilingual Fine-tuning of Language Models: A Case Study in Indo-Aryan Languages.

Tejas I. Dhamecha, V. Rudra Murthy, Samarth Bharadwaj, Karthik Sankaranarayanan, Pushpak Bhattacharyya

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Topic Transferable Table Question Answering.

Saneem A. Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Jaydeep Sen, Mustafa Canim, Soumen Chakrabarti, Alfio Gliozzo, Karthik Sankaranarayanan

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Optimizing Interpretation Generation in Natural Language Query Answering for Real Time End Users.

Jaydeep Sen, Diptikalyan Saha, Ashish R. Mittal, Karthik Sankaranarayanan

Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021

Bootstrapping Chatbot Interfaces to Databases.

Ashish R. Mittal, Diptikalyan Saha, Parag Jain, Jaydeep Sen, Manasa Jammi, Karthik Sankaranarayanan

Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021

2020

ATHENA++: Natural Language Querying for Complex Nested SQL Queries.

Jaydeep Sen, Chuan Lei, Abdul Quamar, Fatma Özcan, Vasilis Efthymiou, Ayushi Dalmia, Greg Stager, Ashish R. Mittal, Diptikalyan Saha, Karthik Sankaranarayanan

Proc. VLDB Endow., 2020

A Service Architecture Using Machine Learning to Contextualize Anomaly Detection.

Brandon Laughlin, Karthik Sankaranarayanan, Khalil El-Khatib

J. Database Manag., 2020

Template Controllable keywords-to-text Generation.

Abhijit Mishra, Md. Faisal Mahbub Chowdhury, Sagar Manohar, Dan Gutfreund, Karthik Sankaranarayanan

CoRR, 2020

Helper Without Threads: Customized Prefetching for Delinquent Irregular Loads.

Karthik Sankaranarayanan, Chit-Kwan Lin, Gautham N. Chinya

CoRR, 2020

Representation Based Meta-Learning for Few-Shot Spoken Intent Recognition.

Ashish R. Mittal, Samarth Bharadwaj, Shreya Khare, Saneem A. Chemmengath, Karthik Sankaranarayanan, Brian Kingsbury

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Schema Aware Semantic Reasoning for Interpreting Natural Language Queries in Enterprise Settings.

Jaydeep Sen, Tanaya Babtiwale, Kanishk Saxena, Yash Butala, Sumit Bhatia, Karthik Sankaranarayanan

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Complex Program Induction for Querying Knowledge Bases in the Absence of Gold Programs.

Amrita Saha, Ghulam Ahmed Ansari, Abhishek Laddha, Karthik Sankaranarayanan, Soumen Chakrabarti

Trans. Assoc. Comput. Linguistics, 2019

What is deemed computationally creative?

S. Agrawal, Anush Sankaran, Anirban Laha, Saneem A. Chemmengath, Disha Shrivastava, Karthik Sankaranarayanan

IBM J. Res. Dev., 2019

Scalable Micro-planned Generation of Discourse from Structured Data.

Anirban Laha, Parag Jain, Abhijit Mishra, Karthik Sankaranarayanan

Comput. Linguistics, 2019

A Visual Analytics Framework for Adversarial Text Generation.

Brandon Laughlin, Christopher Collins, Karthik Sankaranarayanan, Khalil El-Khatib

Proceedings of the 16th IEEE Symposium on Visualization for Cyber Security, VizSec 2019, 2019

Natural Language Querying of Complex Business Intelligence Queries.

Jaydeep Sen, Fatma Ozcan, Abdul Quamar, Greg Stager, Ashish R. Mittal, Manasa Jammi, Chuan Lei, Diptikalyan Saha, Karthik Sankaranarayanan

Proceedings of the 2019 International Conference on Management of Data, 2019

Post-silicon CPU adaptation made practical using machine learning.

Stephen J. Tarsa, Rangeen Basu Roy Chowdhury, Julien Sebot, Gautham N. Chinya, Jayesh Gaur, Karthik Sankaranarayanan, Chit-Kwan Lin, Robert Chappell, Ronak Singhal, Hong Wang

Proceedings of the 46th International Symposium on Computer Architecture, 2019

Neural Program Induction for KBQA Without Gold Programs or Query Annotations.

Ghulam Ahmed Ansari, Amrita Saha, Vishwajeet Kumar, Mohan Bhambhani, Karthik Sankaranarayanan, Soumen Chakrabarti

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Terrorist Group Classification of Historic Terrorist Attacks from The Global Terrorism Database.

Ralph Laite, Miguel Lozano Gonzalez, Karthik Sankaranarayanan

Proceedings of the 14th International Conference on Computer Science & Education, 2019

A Modular Architecture for Unsupervised Sarcasm Generation.

Abhijit Mishra, Tarun Tater, Karthik Sankaranarayanan

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Unsupervised Neural Text Simplification.

Sai Surya, Abhijit Mishra, Anirban Laha, Parag Jain, Karthik Sankaranarayanan

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Storytelling from Structured Data and Knowledge Graphs : An NLG Perspective.

Abhijit Mishra, Anirban Laha, Karthik Sankaranarayanan, Parag Jain, Saravanan Krishnan

Proceedings of the 57th Conference of the Association for Computational Linguistics: Tutorial Abstracts, 2019

Unified Semantic Parsing with Weak Supervision.

Priyanka Agrawal, Ayushi Dalmia, Parag Jain, Abhishek Bansal, Ashish R. Mittal, Karthik Sankaranarayanan

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Unsupervised Controllable Text Formalization.

Parag Jain, Abhijit Mishra, Amar Prakash Azad, Karthik Sankaranarayanan

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Tooling Framework for Instantiating Natural Language Querying System.

Manasa Jammi, Jaydeep Sen, Ashish R. Mittal, Sagar Verma, Vardaan Pahuja, Rema Ananthanarayanan, Pranay Lohia, Hima Karanam, Diptikalyan Saha, Karthik Sankaranarayanan

Proc. VLDB Endow., 2018

Ontology-Based Natural Language Query Interfaces for Data Exploration.

Chuan Lei, Fatma Özcan, Abdul Quamar, Ashish R. Mittal, Jaydeep Sen, Diptikalyan Saha, Karthik Sankaranarayanan

IEEE Data Eng. Bull., 2018

Modeling Topical Coherence in Discourse without Supervision.

Disha Shrivastava, Abhijit Mishra, Karthik Sankaranarayanan

CoRR, 2018

An Ontology based Dialog Interface to Database.

Ashish R. Mittal, Jaydeep Sen, Diptikalyan Saha, Karthik Sankaranarayanan

Proceedings of the 2018 International Conference on Management of Data, 2018

On Controllable Sparse Alternatives to Softmax.

Anirban Laha, Saneem Ahmed Chemmengath, Priyanka Agrawal, Mitesh M. Khapra, Karthik Sankaranarayanan, Harish G. Ramaswamy

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization.

Preksha Nema, Shreyas Shetty, Parag Jain, Anirban Laha, Karthik Sankaranarayanan, Mitesh M. Khapra

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

A Mixed Hierarchical Attention Based Encoder-Decoder Approach for Standard Table Summarization.

Parag Jain, Anirban Laha, Karthik Sankaranarayanan, Preksha Nema, Mitesh M. Khapra, Shreyas Shetty

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Efficient Deduplicated Reporting in Fog-Assisted Vehicular Crowdsensing.

Sultan Basudan, Abdulrahman Alamer, Xiaodong Lin, Karthik Sankaranarayanan

Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018

Functional Partitioning of Ontologies for Natural Language Query Completion in Question Answering Systems.

Jaydeep Sen, Ashish R. Mittal, Diptikalyan Saha, Karthik Sankaranarayanan

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension.

Amrita Saha, Rahul Aralikatte, Mitesh M. Khapra, Karthik Sankaranarayanan

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph.

Amrita Saha, Vardaan Pahuja, Mitesh M. Khapra, Karthik Sankaranarayanan, Sarath Chandar

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Towards Building Large Scale Multimodal Domain-Aware Conversation Systems.

Amrita Saha, Mitesh M. Khapra, Karthik Sankaranarayanan

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Creation and Interaction with Large-scale Domain-Specific Knowledge Bases.

Shreyas Bharadwaj, Laura Chiticariu, Marina Danilevsky, Samarth Dhingra, Samved Divekar, Arnaldo Carreno-Fuentes, Himanshu Gupta, Nitin Gupta, Sang-Don Han, Mauricio A. Hernández, Howard Ho, Parag Jain, Salil Joshi, Hima Karanam, Saravanan Krishnan, Rajasekar Krishnamurthy, Yunyao Li, Satishkumaar Manivannan, Ashish R. Mittal, Fatma Ozcan, Abdul Quamar, Poornima Raman, Diptikalyan Saha, Karthik Sankaranarayanan, Jaydeep Sen, Prithviraj Sen, Shivakumar Vaithyanathan, Mitesh Vasa, Hao Wang, Huaiyu Zhu

Proc. VLDB Endow., 2017

A Privacy-Preserving Vehicular Crowdsensing-Based Road Surface Condition Monitoring System Using Fog Computing.

Sultan Basudan, Xiaodong Lin, Karthik Sankaranarayanan

IEEE Internet Things J., 2017

A Machine Learning Approach for Evaluating Creative Artifacts.

Disha Shrivastava, C. G. Saneem Ahmed, Anirban Laha, Karthik Sankaranarayanan

CoRR, 2017

Multimodal Dialogs (MMD): A large-scale dataset for studying multimodal domain-aware conversations.

Amrita Saha, Mitesh M. Khapra, Karthik Sankaranarayanan

CoRR, 2017

Story Generation from Sequence of Independent Short Descriptions.

Parag Jain, Priyanka Agrawal, Abhijit Mishra, Mohak Sukhwani, Anirban Laha, Karthik Sankaranarayanan

CoRR, 2017

Safety Does Not Happen by Accident, Can Gaming Help Improve Occupational Health and Safety in Organizations?

Cameron Chodan, Pejman Mirza-Babaei, Karthik Sankaranarayanan

Proceedings of the Digital Human Modeling. Applications in Health, Safety, Ergonomics, and Risk Management: Health and Safety, 2017

An Efficient Compromised Node Revocation Scheme in Fog-Assisted Vehicular Crowdsensing.

Sultan Basudan, Xiaodong Lin, Karthik Sankaranarayanan

Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016

ATHENA: An Ontology-Driven System for Natural Language Querying over Relational Data Stores.

Diptikalyan Saha, Avrilia Floratou, Karthik Sankaranarayanan, Umar Farooq Minhas, Ashish R. Mittal, Fatma Özcan

Proc. VLDB Endow., 2016

Behavioral analysis of agent based service channel design using neural networks.

Ralph Laite, Nataliya Portman, Karthik Sankaranarayanan

Proceedings of the Winter Simulation Conference, 2016

2015

Improving classification performance through selective instance completion.

Amit Dhurandhar, Karthik Sankaranarayanan

Mach. Learn., 2015

Video games to the rescue: Can game design make software based lab experiments engaging?

Karthik Sankaranarayanan, Pejman Mirza-Babaei, Frederico Da Rocha Tomé Filho

Proceedings of the 2015 IEEE Games Entertainment Media Conference, 2015

2014

The micro-dynamics of queuing: understanding the formation of queues.

Karthik Sankaranarayanan, Carlos Arturo Delgado Alvarez, Ann van Ackere, Erik Reimer Larsen

J. Simulation, 2014

Panning requirement nuggets in stream of software maintenance tickets.

Senthil Mani, Karthik Sankaranarayanan, Vibha Singhal Sinha, Premkumar T. Devanbu

Proceedings of the 22nd ACM SIGSOFT International Symposium on Foundations of Software Engineering, (FSE-22), Hong Kong, China, November 16, 2014

2013

Architectural implications of spatial thermal filtering.

Karthik Sankaranarayanan, Brett H. Meyer, Wei Huang, Robert J. Ribando, Hossein Haj-Hariri, Mircea R. Stan, Kevin Skadron

Integr., 2013

Intelligently querying incomplete instances for improving classification performance.

Karthik Sankaranarayanan, Amit Dhurandhar

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

Segmentation and scene modeling for MIL-based target localization.

Karthik Sankaranarayanan, James W. Davis

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Study on Queuing Behavior in a Multichannel Service Facility using Experimental Methods.

Karthik Sankaranarayanan, Carlos Arturo Delgado Alvarez, Erik Reimer Larsen, Ann van Ackere

Proceedings of the ICORES 2012, 2012

One-Class Multiple Instance Learning and Applications to Target Tracking.

Karthik Sankaranarayanan, James W. Davis

Proceedings of the Computer Vision - ACCV 2012, 2012

2011

Thermal benefit of multi-core floorplanning: A limits study.

Karthik Sankaranarayanan, Brett H. Meyer, Mircea R. Stan, Kevin Skadron

Sustain. Comput. Informatics Syst., 2011

Tracking gaze direction from far-field surveillance cameras.

Karthik Sankaranarayanan, Ming-Ching Chang, Nils Krahnstoever

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Modelling Decisions Under Uncertainty In A Behavioural Queuing System.

Carlos Arturo Delgado Alvarez, Ann van Ackere, Karthik Sankaranarayanan, Erik Reimer Larsen

Proceedings of the 25th European Conference on Modelling and Simulation, 2011

Object association across PTZ cameras using logistic MIL.

Karthik Sankaranarayanan, James W. Davis

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Attention-Based Target Localization Using Multiple Instance Learning.

Karthik Sankaranarayanan, James W. Davis

Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

Learning Directed Intention-driven Activities using Co-Clustering.

Karthik Sankaranarayanan, James W. Davis

Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

PTZ Camera Modeling and Panoramic View Generation via Focal Plane Mapping.

Karthik Sankaranarayanan, James W. Davis

Proceedings of the Computer Vision - ACCV 2010, 2010

2008

Accurate, Pre-RTL Temperature-Aware Design Using a Parameterized, Geometric Thermal Model.

Wei Huang, Karthik Sankaranarayanan, Kevin Skadron, Robert J. Ribando, Mircea R. Stan

IEEE Trans. Computers, 2008

An Efficient Active Camera Model for Video Surveillance.

Karthik Sankaranarayanan, James W. Davis

Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

Many-core design from a thermal perspective.

Wei Huang, Mircea R. Stan, Karthik Sankaranarayanan, Robert J. Ribando, Kevin Skadron

Proceedings of the 45th Design Automation Conference, 2008

A Fast Linear Registration Framework for Multi-camera GIS Coordination.

Karthik Sankaranarayanan, James W. Davis

Proceedings of the Fifth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2008

2006

HotSpot: A Compact Thermal Modeling Methodology for Early-Stage VLSI Design.

Wei Huang, Shougata Ghosh, Sivakumar Velusamy, Karthik Sankaranarayanan, Kevin Skadron, Mircea R. Stan

IEEE Trans. Very Large Scale Integr. Syst., 2006

2005

A Case for Thermal-Aware Floorplanning at the Microarchitectural Level.

Karthik Sankaranarayanan, Sivakumar Velusamy, Mircea R. Stan, Kevin Skadron

J. Instr. Level Parallelism, 2005

2004

Temperature-aware microarchitecture: Modeling and implementation.

Kevin Skadron, Mircea R. Stan, Karthik Sankaranarayanan, Wei Huang, Sivakumar Velusamy, David Tarjan

ACM Trans. Archit. Code Optim., 2004

Profile-based adaptation for cache decay.

Karthik Sankaranarayanan, Kevin Skadron

ACM Trans. Archit. Code Optim., 2004

State-Preserving vs. Non-State-Preserving Leakage Control in Caches.

Yingmin Li, Dharmesh Parikh, Yan Zhang, Karthik Sankaranarayanan, Mircea R. Stan, Kevin Skadron

Proceedings of the 2004 Design, 2004

Compact thermal modeling for temperature-aware design.

Wei Huang, Mircea R. Stan, Kevin Skadron, Karthik Sankaranarayanan, Shougata Ghosh, Sivakumar Velusamy

Proceedings of the 41th Design Automation Conference, 2004

2003

HotSpot: a dynamic compact thermal model at the processor-architecture level.

Mircea R. Stan, Kevin Skadron, Marco Barcella, Wei Huang, Karthik Sankaranarayanan, Sivakumar Velusamy

Microelectron. J., 2003

Temperature-Aware Computer Systems: Opportunities and Challenges.

Kevin Skadron, Mircea R. Stan, Wei Huang, Sivakumar Velusamy, Karthik Sankaranarayanan, David Tarjan

IEEE Micro, 2003

Temperature-Aware Microarchitecture.

Kevin Skadron, Mircea R. Stan, Wei Huang, Sivakumar Velusamy, Karthik Sankaranarayanan, David Tarjan

Proceedings of the 30th International Symposium on Computer Architecture (ISCA 2003), 2003

2001

A Reconfigurable Co-Processor for Variable Long Precision Arithmetic Using Indian Algorithms.

Ranjani Parthasarathi, Easwaran Raman, Karthik Sankaranarayanan, Lakshmi N. Chakrapani

Proceedings of the 9th Annual IEEE Symposium on Field-Programmable Custom Computing Machines, 2001