Harshit Kumar

According to our database, Harshit Kumar authored at least 56 papers between 2007 and 2024.

Collaborative distances:

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

2024

Towards Robust Real-Time Hardware-based Mobile Malware Detection using Multiple Instance Learning Formulation.

Harshit Kumar, Sudarshan Sharma, Biswadeep Chakraborty, Saibal Mukhopadhyay

CoRR, 2024

Studying the Impact of Stochasticity on the Evaluation of Deep Neural Networks for Forest-Fire Prediction.

Harshit Kumar, Biswadeep Chakraborty, Beomseok Kang, Saibal Mukhopadhyay

CoRR, 2024

Learning locally interacting discrete dynamical systems: Towards data-efficient and scalable prediction.

Beomseok Kang, Harshit Kumar, Minah Lee, Biswadeep Chakraborty, Saibal Mukhopadhyay

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

Structured Latent Space for Lightweight Prediction in Locally Interacting Discrete Dynamical Systems.

Beomseok Kang, Minah Lee, Harshit Kumar, Saibal Mukhopadhyay

Proceedings of the International Joint Conference on Neural Networks, 2024

Dynamic Alert Suppression Policy for Noise Reduction in AIOps.

Karan Bhukar, Harshit Kumar, Ruchi Mahindru, Rohan Arora, Seema Nagar, Pooja Aggarwal, Amit M. Paradkar

Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice, 2024

Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN.

Biswadeep Chakraborty, Beomseok Kang, Harshit Kumar, Saibal Mukhopadhyay

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Dynamic- X-Y: A Tool for Learning Dynamic Alert Suppression Policies in AIOps.

Karan Bhukar, Harshit Kumar, Seema Nagar, Pooja Aggarwal, Ian Manning, Rohan Arora, Ruchi Mahindru, Amit M. Paradkar, Matthew Thornhill, Stephen Cook, Jack Buggins

Proceedings of the 16th International Conference on COMmunication Systems & NETworkS, 2024

AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data.

Santosh Palaskar, Vijay Ekambaram, Arindam Jati, Neelamadhav Gantayat, Avirup Saha, Seema Nagar, Nam H. Nguyen, Pankaj Dayama, Renuka Sindhgatta, Prateeti Mohapatra, Harshit Kumar, Jayant Kalagnanam, Nandyala Hemachandra, Narayan Rangaraj

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Self Adjusting Log Observability for Cloud Native Applications.

Divya Pathak, Mudit Verma, Aishwariya Chakraborty, Harshit Kumar

Proceedings of the 17th IEEE International Conference on Cloud Computing, 2024

2023

XMD: An Expansive Hardware-Telemetry-Based Mobile Malware Detector for Endpoint Detection.

Harshit Kumar, Biswadeep Chakraborty, Sudarshan Sharma, Saibal Mukhopadhyay

IEEE Trans. Inf. Forensics Secur., 2023

AutoMixer for Improved Multivariate Time-Series Forecasting on BizITOps Data.

Santosh Palaskar, Vijay Ekambaram, Arindam Jati, Neelamadhav Gantayat, Avirup Saha, Seema Nagar, Nam H. Nguyen, Pankaj Dayama, Renuka Sindhgatta, Prateeti Mohapatra, Harshit Kumar, Jayant Kalagnanam, Nandyala Hemachandra, Narayan Rangaraj

CoRR, 2023

End-to-End Deep Reinforcement Learning for Conversation Disentanglement.

Karan Bhukar, Harshit Kumar, Dinesh Raghu, Ajay Gupta

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Learning Representations on Logs for AIOps.

Pranjal Gupta, Harshit Kumar, Debanjana Kar, Karan Bhukar, Pooja Aggarwal, Prateeti Mohapatra

Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

Hole Transport Layer Free Photovoltaic Cell Based on Inorganic Perovskite for Indoor Energy Harvesting for IoT Applications.

Harshit Kumar, Nikhil Deep Gupta

Proceedings of the IEEE International Conference on Advanced Networks and Telecommunications Systems, 2023

2022

Machine-Learning Prospects for Detecting Selection Signatures Using Population Genomics Data.

Harshit Kumar, Manjit Panigrahi, Anuradha Panwar, Divya Rajawat, Sonali Sonejita Nayak, K. A. Saravanan, Kaiho Kaisa, Subhashree Parida, Bharat Bhushan, Triveni Dutt

J. Comput. Biol., 2022

Ensemble Rumor Text Classification Model Applied to Different Tweet Features.

Amit Kumar Sharma, Rakshith Alaham Gangeya, Harshit Kumar, Sandeep Chaurasia, Devesh Kumar Srivastava

Int. J. Fuzzy Log. Intell. Syst., 2022

Forecasting local behavior of multi-agent system and its application to forest fire model.

Beomseok Kang, Minah Lee, Harshit Kumar, Saibal Mukhopadhyay

CoRR, 2022

XMD: An Expansive Hardware-telemetry based Malware Detector to enhance Endpoint Detection.

Harshit Kumar, Biswadeep Chakraborty, Sudarshan Sharma, Nikhil Chawla, Saibal Mukhopadhyay

CoRR, 2022

Metadata-based retrieval for resolution recommendation in AIOps.

Harshit Kumar, Ruchi Mahindru, Debanjana Kar

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

Unsupervised Hebbian Learning on Point Sets in StarCraft II.

Beomseok Kang, Harshit Kumar, Saurabh Dash, Saibal Mukhopadhyay

Proceedings of the International Joint Conference on Neural Networks, 2022

Picking Pearl from Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services.

Amar Prakash Azad, Supriyo Ghosh, Ajay Gupta, Harshit Kumar, Prateeti Mohapatra, Lena Eckstein, Leonard Posner, Robert Kern

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Machine Learning in Wavelet Domain for Electromagnetic Emission Based Malware Analysis.

Nikhil Chawla, Harshit Kumar, Saibal Mukhopadhyay

IEEE Trans. Inf. Forensics Secur., 2021

Efficient Key-Gate Placement and Dynamic Scan Obfuscation Towards Robust Logic Encryption.

Rajit Karmakar, Harshit Kumar, Santanu Chattopadhyay

IEEE Trans. Emerg. Top. Comput., 2021

Securing IoT Devices Using Dynamic Power Management: Machine Learning Approach.

Nikhil Chawla, Arvind Singh, Harshit Kumar, Monodeep Kar, Saibal Mukhopadhyay

IEEE Internet Things J., 2021

Picking Pearl From Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services.

Amar Prakash Azad, Supriyo Ghosh, Ajay Gupta, Harshit Kumar, Prateeti Mohapatra

CoRR, 2021

IITK at SemEval-2021 Task 10: Source-Free Unsupervised Domain Adaptation using Class Prototypes.

Harshit Kumar, Jinang Shah, Nidhi Hegde, Priyanshu Gupta, Vaibhav Jindal, Ashutosh Modi

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

Log Anomaly to Resolution: AI Based Proactive Incident Remediation.

Ruchi Mahindru, Harshit Kumar, Sahil Bansal

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

FIXME: Enhance Software Reliability with Hybrid Approaches in Cloud.

Jinho Hwang, Larisa Shwartz, Qing Wang, Raghav Batta, Harshit Kumar, Michael Nidd

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2021

VeeAlign: Multifaceted Context Representation Using Dual Attention for Ontology Alignment.

Vivek Iyer, Arvind Agarwal, Harshit Kumar

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

Towards Improving the Trustworthiness of Hardware based Malware Detector using Online Uncertainty Estimation.

Harshit Kumar, Nikhil Chawla, Saibal Mukhopadhyay

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

A system for proactive risk assessment of application changes in cloud operations.

Raghav Batta, Larisa Shwartz, Michael Nidd, Amar Prakash Azad, Harshit Kumar

Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2020

Multifaceted Context Representation using Dual Attention for Ontology Alignment.

Vivek Iyer, Arvind Agarwal, Harshit Kumar

CoRR, 2020

VeeAlign: a supervised deep learning approach to ontology alignment.

Vivek Iyer, Arvind Agarwal, Harshit Kumar

Proceedings of the 15th International Workshop on Ontology Matching co-located with the 19th International Semantic Web Conference (ISWC 2020), 2020

BiasP: a DVFS based exploit to undermine resource allocation fairness in linux platforms.

Harshit Kumar, Nikhil Chawla, Saibal Mukhopadhyay

Proceedings of the ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics and Design, 2020

Neural Conversational QA: Learning to Reason vs Exploiting Patterns.

Nikhil Verma, Abhishek Sharma, Dhiraj Madan, Danish Contractor, Harshit Kumar, Sachindra Joshi

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

Neural Conversational QA: Learning to Reason v.s. Exploiting Patterns.

Abhishek Sharma, Danish Contractor, Harshit Kumar, Sachindra Joshi

CoRR, 2019

A Practical Dialogue-Act-Driven Conversation Model for Multi-Turn Response Selection.

Harshit Kumar, Arvind Agarwal, Sachindra Joshi

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

2018

Fairness In Reciprocal Recommendations: A Speed-Dating Study.

Yong Zheng, Tanaya Dave, Neha Mishra, Harshit Kumar

Proceedings of the Adjunct Publication of the 26th Conference on User Modeling, 2018

On Finding Suitable Key-Gate Locations In Logic Encryption.

Rajit Karmakar, Harshit Kumar, Santanu Chattopadhyay

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Dialogue-act-driven Conversation Model : An Experimental Study.

Harshit Kumar, Arvind Agarwal, Sachindra Joshi

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Dialogue Act Sequence Labeling Using Hierarchical Encoder With CRF.

Harshit Kumar, Arvind Agarwal, Riddhiman Dasgupta, Sachindra Joshi

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

2017

Dialogue Act Sequence Labeling using Hierarchical encoder with CRF.

Harshit Kumar, Arvind Agarwal, Riddhiman Dasgupta, Sachindra Joshi, Arun Kumar

CoRR, 2017

2014

Exploiting social bookmarking services to build clustered user interest profile for personalized search.

Harshit Kumar, Sungin Lee, Hong-Gee Kim

Inf. Sci., 2014

2012

Semantically Enriched User Interest Profile Built from Users' Tweets.

Harshit Kumar, Hong-Gee Kim

Proceedings of the Outreach of Digital Libraries: A Globalized Resource Network, 2012

Efficient Fuzzy Ranking for Keyword Search on Graphs.

Nidhi R. Arora, Wookey Lee, Carson Kai-Sang Leung, Jin-Ho Kim, Harshit Kumar

Proceedings of the Database and Expert Systems Applications, 2012

Semantically Enriched Clustered User Interest Profile Built from Users' Tweets.

Harshit Kumar, Hong-Gee Kim

Proceedings of the Information Retrieval Technology, 2012

2011

Query-based association rule mining supporting user perspective.

Seung-Jae Song, Eung-Hee Kim, Hong-Gee Kim, Harshit Kumar

Computing, 2011

Using Folksonomies for Building User Interest Profile.

Harshit Kumar, Hong-Gee Kim

Proceedings of the User Modeling, Adaption and Personalization, 2011

2010

Exclusively Your's: Dynamic Individuate Search by Extending User Profile.

Harshit Kumar, Sanggil Kang

New Gener. Comput., 2010

Improving the Workflow of Semantic Web Portals using M/R in Cloud Platform.

Seokchan Yun, Mina Song, Hyun Namgung, Sung-Kwon Yang, Harshit Kumar, Hong-Gee Kim

Proceedings of the KEOD 2010, 2010

Mitigation of Large-scale RDF Data Loading with the Employment of a Cloud Computing Service.

Hyun Namgoong, Harshit Kumar, Hong-Gee Kim

Proceedings of the KEOD 2010, 2010

2009

Know-Ont: Engineering a Knowledge Ontology for an Enterprise.

Harshit Kumar, Pil Seong Park

Proceedings of the Database Theory and Application, 2009

2008

A Personalized URL Re-ranking Methodology Using User's Browsing Behavior.

Harshit Kumar, Sungjoon Park, Sanggil Kang

Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2008

Another Face of Search Engine: Web Search API's.

Harshit Kumar, Sanggil Kang

Proceedings of the New Frontiers in Applied Artificial Intelligence, 2008

Web Page Dependent Vision Based Segementation for Web Sites.

Pyungkwan Ko, Sanggil Kang, Harshit Kumar

Proceedings of the 7th IEEE/ACIS International Conference on Computer and Information Science, 2008

2007

A Novel Method of Extracting and Rendering News Web Sites on Mobile Devices.

Harshit Kumar, Sungjoon Park, Sanggil Kang

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007