@inproceedings{DBLP:conf/dac/HeCHKLMNSSSYP24,
author = {Zichang He and
Shouvanik Chakrabarti and
Dylan Herman and
Niraj Kumar and
Changhao Li and
Pierre Minssen and
Pradeep Niroula and
Ruslan Shaydulin and
Yue Sun and
Shree Hari Sureshbabu and
Romina Yalovetzky and
Marco Pistoia},
editor = {Vivek De},
title = {Invited: Challenges and Opportunities of Quantum Optimization in Finance},
booktitle = {Proceedings of the 61st {ACM/IEEE} Design Automation Conference, {DAC}
2024, San Francisco, CA, USA, June 23-27, 2024},
pages = {362:1--362:4},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3649329.3664193},
doi = {10.1145/3649329.3664193},
timestamp = {Mon, 11 Nov 2024 16:48:27 +0100},
biburl = {https://dblp.org/rec/conf/dac/HeCHKLMNSSSYP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/KumarGE24,
author = {Niraj Kumar and
Chuanchao Gao and
Arvind Easwaran},
title = {Optimal Fixed Priority Scheduling in Multi-Stage Multi-Resource Distributed
Real-Time Systems},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2024, Valencia, Spain, March 25-27, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.23919/DATE58400.2024.10546551},
doi = {10.23919/DATE58400.2024.10546551},
timestamp = {Mon, 07 Oct 2024 17:01:09 +0200},
biburl = {https://dblp.org/rec/conf/date/KumarGE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wisec/BajpaiMK24,
author = {Supriya Bajpai and
Pagadala Krishna Murthy and
Niraj Kumar},
editor = {Yongdae Kim and
Jong Kim and
Farinaz Koushanfar and
Kasper Rasmussen},
title = {AnomGraphAdv: Enhancing Anomaly and Network Intrusion Detection in
Wireless Networks Using Adversarial Training and Temporal Graph Networks},
booktitle = {Proceedings of the 17th {ACM} Conference on Security and Privacy in
Wireless and Mobile Networks, WiSec 2024, Seoul, Republic of Korea,
May 27-29, 2024},
pages = {113--122},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3643833.3656130},
doi = {10.1145/3643833.3656130},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wisec/BajpaiMK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-13411,
author = {Niraj Kumar and
Chuanchao Gao and
Arvind Easwaran},
title = {Optimal Fixed Priority Scheduling in Multi-Stage Multi-Resource Distributed
Real-Time Systems},
journal = {CoRR},
volume = {abs/2403.13411},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.13411},
doi = {10.48550/ARXIV.2403.13411},
eprinttype = {arXiv},
eprint = {2403.13411},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-13411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-08801,
author = {Jamie Heredge and
Niraj Kumar and
Dylan Herman and
Shouvanik Chakrabarti and
Romina Yalovetzky and
Shree Hari Sureshbabu and
Changhao Li and
Marco Pistoia},
title = {Prospects of Privacy Advantage in Quantum Machine Learning},
journal = {CoRR},
volume = {abs/2405.08801},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.08801},
doi = {10.48550/ARXIV.2405.08801},
eprinttype = {arXiv},
eprint = {2405.08801},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-08801.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-12008,
author = {Romina Yalovetzky and
Niraj Kumar and
Changhao Li and
Marco Pistoia},
title = {QC-Forest: a Classical-Quantum Algorithm to Provably Speedup Retraining
of Random Forest},
journal = {CoRR},
volume = {abs/2406.12008},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.12008},
doi = {10.48550/ARXIV.2406.12008},
eprinttype = {arXiv},
eprint = {2406.12008},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-12008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/quantum/ZoufalMSKSDIGW23,
author = {Christa Zoufal and
Ryan V. Mishmash and
Nitin Sharma and
Niraj Kumar and
Aashish Sheshadri and
Amol Deshmukh and
Noelle Ibrahim and
Julien Gacon and
Stefan Woerner},
title = {Variational quantum algorithm for unconstrained black box binary optimization:
Application to feature selection},
journal = {Quantum},
volume = {7},
pages = {909},
year = {2023},
url = {https://doi.org/10.22331/q-2023-01-26-909},
doi = {10.22331/Q-2023-01-26-909},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/quantum/ZoufalMSKSDIGW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcis/LuAKZ23,
author = {Meichen Lu and
Maged Ali and
Niraj Kumar and
Wen Zhang},
editor = {Paul A. Pavlou and
Vishal Midha and
Animesh Animesh and
Traci A. Carte and
Alexandre R. Graeml and
Alanah Mitchell},
title = {Identification of the impact of content-related factors on the diffusion
of misinformation: {A} Case study of the government intervention polices
during {COVID-19} pandemic in the {UK}},
booktitle = {29th Americas Conference on Information Systems, {AMCIS} 2023, Panama
City, Panama, August 10-12, 2023},
publisher = {Association for Information Systems},
year = {2023},
url = {https://aisel.aisnet.org/amcis2023/sig\_dsa/sig\_dsa/4},
timestamp = {Wed, 19 Jul 2023 08:55:10 +0200},
biburl = {https://dblp.org/rec/conf/amcis/LuAKZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/KurianK23,
author = {Nikhil Cherian Kurian and
Niraj Kumar},
title = {Improved Multi-Step, Multi-Variate, and Spatiotemporal 5G Data Usage
Forecasting Without Deploying Data Imputation Techniques},
booktitle = {{IEEE} Global Communications Conference, {GLOBECOM} 2023, Kuala Lumpur,
Malaysia, December 4-8, 2023},
pages = {7417--7422},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/GLOBECOM54140.2023.10437937},
doi = {10.1109/GLOBECOM54140.2023.10437937},
timestamp = {Sun, 10 Mar 2024 10:39:12 +0100},
biburl = {https://dblp.org/rec/conf/globecom/KurianK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-02342,
author = {Ruslan Shaydulin and
Changhao Li and
Shouvanik Chakrabarti and
Matthew DeCross and
Dylan Herman and
Niraj Kumar and
Jeffrey Larson and
Danylo Lykov and
Pierre Minssen and
Yue Sun and
Yuri Alexeev and
Joan M. Dreiling and
John P. Gaebler and
Thomas M. Gatterman and
Justin A. Gerber and
Kevin Gilmore and
Dan Gresh and
Nathan Hewitt and
Chandler V. Horst and
Shaohan Hu and
Jacob Johansen and
Mitchell Matheny and
Tanner Mengle and
Michael Mills and
Steven A. Moses and
Brian Neyenhuis and
Peter Siegfried and
Romina Yalovetzky and
Marco Pistoia},
title = {Evidence of Scaling Advantage for the Quantum Approximate Optimization
Algorithm on a Classically Intractable Problem},
journal = {CoRR},
volume = {abs/2308.02342},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.02342},
doi = {10.48550/ARXIV.2308.02342},
eprinttype = {arXiv},
eprint = {2308.02342},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-02342.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-09976,
author = {Niraj Kumar and
Romina Yalovetzky and
Changhao Li and
Pierre Minssen and
Marco Pistoia},
title = {Des-q: a quantum algorithm to construct and efficiently retrain decision
trees for regression and binary classification},
journal = {CoRR},
volume = {abs/2309.09976},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.09976},
doi = {10.48550/ARXIV.2309.09976},
eprinttype = {arXiv},
eprint = {2309.09976},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-09976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-13002,
author = {Niraj Kumar and
Jamie Heredge and
Changhao Li and
Shaltiel Eloul and
Shree Hari Sureshbabu and
Marco Pistoia},
title = {Expressive variational quantum circuits provide inherent privacy in
federated learning},
journal = {CoRR},
volume = {abs/2309.13002},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.13002},
doi = {10.48550/ARXIV.2309.13002},
eprinttype = {arXiv},
eprint = {2309.13002},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-13002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-12893,
author = {Changhao Li and
Boning Li and
Omar Amer and
Ruslan Shaydulin and
Shouvanik Chakrabarti and
Guoqing Wang and
Haowei Xu and
Hao Tang and
Isidor Schoch and
Niraj Kumar and
Charles Lim and
Ju Li and
Paola Cappellaro and
Marco Pistoia},
title = {Blind quantum machine learning with quantum bipartite correlator},
journal = {CoRR},
volume = {abs/2310.12893},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.12893},
doi = {10.48550/ARXIV.2310.12893},
eprinttype = {arXiv},
eprint = {2310.12893},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-12893.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-04447,
author = {Changhao Li and
Niraj Kumar and
Zhixin Song and
Shouvanik Chakrabarti and
Marco Pistoia},
title = {Privacy-preserving quantum federated learning via gradient hiding},
journal = {CoRR},
volume = {abs/2312.04447},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.04447},
doi = {10.48550/ARXIV.2312.04447},
eprinttype = {arXiv},
eprint = {2312.04447},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-04447.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mbec/JuyalHK22,
author = {Ruchi Juyal and
Muthusamy Hariharan and
Niraj Kumar},
title = {{SNOAR:} a new regression approach for the removal of ocular artifact
from multi-channel electroencephalogram signals},
journal = {Medical Biol. Eng. Comput.},
volume = {60},
number = {12},
pages = {3567--3583},
year = {2022},
url = {https://doi.org/10.1007/s11517-022-02692-z},
doi = {10.1007/S11517-022-02692-Z},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mbec/JuyalHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-14184,
author = {Niraj Kumar and
Evan Philip and
Vincent E. Elfving},
title = {Integral Transforms in a Physics-Informed (Quantum) Neural Network
setting: Applications {\&} Use-Cases},
journal = {CoRR},
volume = {abs/2206.14184},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.14184},
doi = {10.48550/ARXIV.2206.14184},
eprinttype = {arXiv},
eprint = {2206.14184},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-14184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KumarB21,
author = {Niraj Kumar and
Bhiman Kumar Baghel},
title = {Smart Stacking of Deep Learning Models for Granular Joint Intent-Slot
Extraction for Multi-Intent {SLU}},
journal = {{IEEE} Access},
volume = {9},
pages = {97582--97590},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3095416},
doi = {10.1109/ACCESS.2021.3095416},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/KumarB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KumarB21a,
author = {Niraj Kumar and
Bhiman Kumar Baghel},
title = {Intent Focused Semantic Parsing and Zero-Shot Learning for Out-of-Domain
Detection in Spoken Language Understanding},
journal = {{IEEE} Access},
volume = {9},
pages = {165786--165794},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3133657},
doi = {10.1109/ACCESS.2021.3133657},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/KumarB21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijwmip/RajuKHBK20,
author = {U. S. N. Raju and
Suresh Kumar Kanaparthi and
Pulkesh Haran and
Ramya Sree Boppana and
Niraj Kumar},
title = {Content-based image retrieval using local texture features in distributed
environment},
journal = {Int. J. Wavelets Multiresolution Inf. Process.},
volume = {18},
number = {1},
pages = {1941001:1--1941001:27},
year = {2020},
url = {https://doi.org/10.1142/S0219691319410017},
doi = {10.1142/S0219691319410017},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijwmip/RajuKHBK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ice-itmc/HarsantoKZM20,
author = {Budi Harsanto and
Niraj Kumar and
Yuanzhu Zhan and
Roula Michaelides},
title = {Responsible Research and Innovation {(RRI)} in Emerging Economies:
a Preliminary Review},
booktitle = {2020 {IEEE} International Conference on Engineering, Technology and
Innovation, {ICE/ITMC} 2020, Cardiff, United Kingdom, June 15-17,
2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICE/ITMC49519.2020.9198465},
doi = {10.1109/ICE/ITMC49519.2020.9198465},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ice-itmc/HarsantoKZM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3/SadhuK13,
author = {Sanjib Sadhu and
Niraj Kumar},
editor = {Manish Parashar and
Albert Y. Zomaya and
Jianer Chen and
Jiannong Cao and
Pascal Bouvry and
Sushil K. Prasad},
title = {Random polygon generation using 'GRP{\_}AS' heuristic},
booktitle = {Sixth International Conference on Contemporary Computing, {IC3} 2013,
Noida, India, August 8-10, 2013},
pages = {13--17},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IC3.2013.6612182},
doi = {10.1109/IC3.2013.6612182},
timestamp = {Tue, 14 Apr 2020 13:23:10 +0200},
biburl = {https://dblp.org/rec/conf/ic3/SadhuK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KumarG13a,
author = {Niraj Kumar and
Debabrata Goswami},
title = {Quantum Algorithm to Solve a Maze: Converting the Maze Problem into
a Search Problem},
journal = {CoRR},
volume = {abs/1312.4116},
year = {2013},
url = {http://arxiv.org/abs/1312.4116},
eprinttype = {arXiv},
eprint = {1312.4116},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KumarG13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
