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@article{DBLP:journals/bmcbi/KirmaniKMSKMWW24,
author = {Mahira Kirmani and
Gagandeep Kour and
Mudasir Mohd and
Nasrullah Sheikh and
Dawood Ashraf Khan and
Zahid Maqbool and
Mohsin Altaf Wani and
Abid Hussain Wani},
title = {Biomedical semantic text summarizer},
journal = {{BMC} Bioinform.},
volume = {25},
number = {1},
pages = {152},
year = {2024}
}
@article{DBLP:journals/cea/KaurRS24,
author = {Gagandeep Kaur and
Rajni and
Jagtar Singh Sivia},
title = {Development of deep and machine learning convolutional networks of
variable spatial resolution for automatic detection of leaf blast
disease of rice},
journal = {Comput. Electron. Agric.},
volume = {224},
pages = {109210},
year = {2024}
}
@article{DBLP:journals/cee/SinglaGGPS24,
author = {Parveen Singla and
Hitendra Garg and
Gagandeep and
Aditya Pathak and
Simar Preet Singh},
title = {Privacy Enhancement in Internet of Things (IoT) via mRMR for prevention
and avoidance of data leakage},
journal = {Comput. Electr. Eng.},
volume = {116},
pages = {109151},
year = {2024}
}
@article{DBLP:journals/ijet/KirmaniKM24,
author = {Mahira Kirmani and
Gagandeep Kaur and
Mudasir Mohd},
title = {Analysis of Abstractive and Extractive Summarization Methods},
journal = {Int. J. Emerg. Technol. Learn.},
volume = {19},
number = {1},
pages = {86--96},
year = {2024}
}
@article{DBLP:journals/ijmic/ShahiKSB24,
author = {Shivdev Shahi and
Gagandeep Kaur and
Abhishek Sharma and
P. Basker},
title = {Modelling of creep deformation in an annular rotating disc composed
of Si-Ti-C-O fibre-bonded ceramic matrix composite using Seth's transition
theory},
journal = {Int. J. Model. Identif. Control.},
volume = {44},
number = {3},
pages = {246--254},
year = {2024}
}
@article{DBLP:journals/imst/RaoBK24,
author = {Karishma Rao and
Manu Bansal and
Gagandeep Kaur},
title = {An optimal system for increasing the contrast resolution qualities
of histopathology images in the wavelet domain},
journal = {Int. J. Imaging Syst. Technol.},
volume = {34},
number = {1},
year = {2024}
}
@article{DBLP:journals/mta/GagandeepKMKNSM24,
author = {Gagandeep and
Jaskirat Kaur and
Sanket Mathur and
Sukhpreet Kaur and
Anand Nayyar and
Simar Preet Singh and
Sandeep Mathur},
title = {Evaluating and mitigating gender bias in machine learning based resume
filtering},
journal = {Multim. Tools Appl.},
volume = {83},
number = {9},
pages = {26599--26619},
year = {2024}
}
@article{DBLP:journals/mta/KaurCNSS24,
author = {Simranjot Kaur and
Sumit Chopra and
Anchal Nayyar and
Rajesh Sharma and
Gagandeep Singh},
title = {A sequential convolutional neural network for image forgery detection},
journal = {Multim. Tools Appl.},
volume = {83},
number = {14},
pages = {41311--41325},
year = {2024}
}
@article{DBLP:journals/pacmpl/BanerjeeXS24,
author = {Debangshu Banerjee and
Changming Xu and
Gagandeep Singh},
title = {Input-Relational Verification of Deep Neural Networks},
journal = {Proc. {ACM} Program. Lang.},
volume = {8},
number = {{PLDI}},
pages = {1--27},
year = {2024}
}
@article{DBLP:journals/scpe/KirmaniK24,
author = {Mahira Kirmani and
Gagandeep Kaur},
title = {Text Summarization for Online and Blended Learning},
journal = {Scalable Comput. Pract. Exp.},
volume = {25},
number = {2},
pages = {972--986},
year = {2024}
}
@inproceedings{DBLP:conf/comad/KaurP24,
author = {Gagandeep Kaur and
Ranjitha Prasad},
title = {Exploiting Sparsity in Over-parameterized Federated Learning over
Multiple Access Channels},
booktitle = {{COMAD/CODS}},
pages = {605--606},
publisher = {{ACM}},
year = {2024}
}
@inproceedings{DBLP:conf/icchp/SinghNTGCP24,
author = {Gagandeep Singh and
Mohammad Nadir and
Rachit Thukral and
Varun Gambhir and
Piyush Chanana and
Rohan Paul},
title = {An Embedded {AI} System for Predicting and Correcting the Sensor-Orientation
of an Electronic Travel Aid During Use by a Visually Impaired Person},
booktitle = {{ICCHP} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {14750},
pages = {444--453},
publisher = {Springer},
year = {2024}
}
@inproceedings{DBLP:conf/iclr/Farwah0T24,
author = {Harman Singh Farwah and
Gagandeep Singh and
Cheng Tan},
title = {Exploiting Time Channel Vulnerability of Learned Bloom Filters},
booktitle = {Tiny Papers @ {ICLR}},
publisher = {OpenReview.net},
year = {2024}
}
@inproceedings{DBLP:conf/iclr/SureshU0M24,
author = {Tarun Suresh and
Shubham Ugare and
Gagandeep Singh and
Sasa Misailovic},
title = {Is Watermarking LLM-Generated Code Robust?},
booktitle = {Tiny Papers @ {ICLR}},
publisher = {OpenReview.net},
year = {2024}
}
@inproceedings{DBLP:conf/iclr/VegaCX024,
author = {Jason Vega and
Isha Chaudhary and
Changming Xu and
Gagandeep Singh},
title = {Bypassing the Safety Training of Open-Source LLMs with Priming Attacks},
booktitle = {Tiny Papers @ {ICLR}},
publisher = {OpenReview.net},
year = {2024}
}
@inproceedings{DBLP:conf/mlsys/ChaudharyRMS24,
author = {Isha Chaudhary and
Alex Renda and
Charith Mendis and
Gagandeep Singh},
title = {{COMET:} Neural Cost Model Explanation Framework},
booktitle = {MLSys},
publisher = {mlsys.org},
year = {2024}
}
@inproceedings{DBLP:conf/vlsid/JainGS24,
author = {Pranav Jain and
Gagandeep and
Sneh Saurabh},
title = {{FLIP:} An Artificial Neural Network-based Post-routing Incremental
Placer},
booktitle = {{VLSID}},
pages = {55--60},
publisher = {{IEEE}},
year = {2024}
}
@article{DBLP:journals/corr/abs-2401-00330,
author = {Yinglun Xu and
Gagandeep Singh},
title = {Efficient Two-Phase Offline Deep Reinforcement Learning from Preference
Feedback},
journal = {CoRR},
volume = {abs/2401.00330},
year = {2024}
}
@article{DBLP:journals/corr/abs-2402-06827,
author = {Enyi Jiang and
Gagandeep Singh},
title = {{RAMP:} Boosting Adversarial Robustness Against Multiple l\({}_{\mbox{p}}\)
Perturbations},
journal = {CoRR},
volume = {abs/2402.06827},
year = {2024}
}
@article{DBLP:journals/corr/abs-2402-09695,
author = {Yinglun Xu and
Rohan Gumaste and
Gagandeep Singh},
title = {Reward Poisoning Attack Against Offline Reinforcement Learning},
journal = {CoRR},
volume = {abs/2402.09695},
year = {2024}
}
@article{DBLP:journals/corr/abs-2402-15929,
author = {Isha Chaudhary and
Vedaant V. Jain and
Gagandeep Singh},
title = {QuaCer-C: Quantitative Certification of Knowledge Comprehension in
LLMs},
journal = {CoRR},
volume = {abs/2402.15929},
year = {2024}
}
@article{DBLP:journals/corr/abs-2403-01632,
author = {Shubham Ugare and
Tarun Suresh and
Hangoo Kang and
Sasa Misailovic and
Gagandeep Singh},
title = {Improving {LLM} Code Generation with Grammar Augmentation},
journal = {CoRR},
volume = {abs/2403.01632},
year = {2024}
}
@article{DBLP:journals/corr/abs-2403-17983,
author = {Tarun Suresh and
Shubham Ugare and
Gagandeep Singh and
Sasa Misailovic},
title = {Is Watermarking LLM-Generated Code Robust?},
journal = {CoRR},
volume = {abs/2403.17983},
year = {2024}
}
@article{DBLP:journals/corr/abs-2403-18729,
author = {Avaljot Singh and
Yasmin Sarita and
Charith Mendis and
Gagandeep Singh},
title = {ConstraintFlow: {A} {DSL} for Specification and Verification of Neural
Network Analyses},
journal = {CoRR},
volume = {abs/2403.18729},
year = {2024}
}
@article{DBLP:journals/corr/abs-2404-05951,
author = {Yasmin Sarita and
Avaljot Singh and
Shaurya Gomber and
Gagandeep Singh and
Mahesh Vishwanathan},
title = {Syndicate: Synergistic Synthesis of Ranking Function and Invariants
for Termination Analysis},
journal = {CoRR},
volume = {abs/2404.05951},
year = {2024}
}
@article{DBLP:journals/corr/abs-2405-09176,
author = {Changming Xu and
Gagandeep Singh},
title = {Cross-Input Certified Training for Universal Perturbations},
journal = {CoRR},
volume = {abs/2405.09176},
year = {2024}
}
@article{DBLP:journals/corr/abs-2405-10143,
author = {Debangshu Banerjee and
Gagandeep Singh},
title = {Relational {DNN} Verification With Cross Executional Bound Refinement},
journal = {CoRR},
volume = {abs/2405.10143},
year = {2024}
}
@article{DBLP:journals/corr/abs-2405-18780,
author = {Isha Chaudhary and
Qian Hu and
Manoj Kumar and
Morteza Ziyadi and
Rahul Gupta and
Gagandeep Singh},
title = {Quantitative Certification of Bias in Large Language Models},
journal = {CoRR},
volume = {abs/2405.18780},
year = {2024}
}
@article{DBLP:journals/corr/abs-2406-03729,
author = {Aditya Raj Verma and
Gagandeep Singh and
Karnim Meghwal and
Banawath Ramji and
Praveen Kumar Dadheech},
title = {Enhancing Sign Language Detection through Mediapipe and Convolutional
Neural Networks {(CNN)}},
journal = {CoRR},
volume = {abs/2406.03729},
year = {2024}
}
@article{DBLP:journals/corr/abs-2406-10445,
author = {Yinglun Xu and
David Zhu and
Rohan Gumaste and
Gagandeep Singh},
title = {Optimal Reward Labeling: Bridging Offline Preference and Reward-Based
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2406.10445},
year = {2024}
}
@article{DBLP:journals/access/DenzlerOHBSGM23,
author = {Alain Denzler and
Geraldo F. Oliveira and
Nastaran Hajinazar and
Rahul Bera and
Gagandeep Singh and
Juan G{\'{o}}mez{-}Luna and
Onur Mutlu},
title = {Casper: Accelerating Stencil Computations Using Near-Cache Processing},
journal = {{IEEE} Access},
volume = {11},
pages = {22136--22154},
year = {2023}
}
@article{DBLP:journals/bioinformatics/FirtinaML0CMM23,
author = {Can Firtina and
Nika Mansouri{-}Ghiasi and
Jo{\"{e}}l Lindegger and
Gagandeep Singh and
Meryem Banu Cavlak and
Haiyu Mao and
Onur Mutlu},
title = {RawHash: enabling fast and accurate real-time analysis of raw nanopore
signals for large genomes},
journal = {Bioinform.},
volume = {39},
number = {Supplement-1},
pages = {297--307},
year = {2023}
}
@article{DBLP:journals/cluster/KaurGK23,
author = {Gagandeep Kaur and
Sindhu Hak Gupta and
Harleen Kaur},
title = {Performance evaluation and optimization of long range IoT network
using whale optimization algorithm},
journal = {Clust. Comput.},
volume = {26},
number = {6},
pages = {3737--3751},
year = {2023}
}
@article{DBLP:journals/cssp/RaoBK23,
author = {Karishma Rao and
Manu Bansal and
Gagandeep Kaur},
title = {An Effective {CT} Medical Image Enhancement System Based on {DT-CWT}
and Adaptable Morphology},
journal = {Circuits Syst. Signal Process.},
volume = {42},
number = {2},
pages = {1034--1062},
year = {2023}
}
@article{DBLP:journals/ecoi/SinghSS23,
author = {Gurpreet Singh and
Biju Soman and
Gagandeep Singh},
title = {Exploratory Spatio-Temporal Data Analysis {(ESTDA)} of Dengue and
its association with climatic, environmental, and sociodemographic
factors in Punjab, India},
journal = {Ecol. Informatics},
volume = {75},
pages = {102020},
year = {2023}
}
@article{DBLP:journals/eswa/KaurG23,
author = {Gagandeep Kaur and
Harish Garg},
title = {A novel algorithm for autonomous parking vehicles using adjustable
probabilistic neutrosophic hesitant fuzzy set features},
journal = {Expert Syst. Appl.},
volume = {226},
pages = {120101},
year = {2023}
}
@article{DBLP:journals/grid/TripathiKAA23,
author = {Kuldeep Narayan Tripathi and
Gagandeep Kaur and
Nitin Arora and
Rohit Agrawal},
title = {An Efficient Mobile Edge Computing based Resource Allocation using
Optimal Double Weighted Support Vector Transfer Regression},
journal = {J. Grid Comput.},
volume = {21},
number = {3},
pages = {49},
year = {2023}
}
@article{DBLP:journals/hij/BanerjeeSPPSMCTAABBCDEEGGKMMPRSSTWG23,
author = {Ipsha Banerjee and
Kazi Syed and
Aishwarya Potturu and
Venkata Svs Pragada and
Rishika S. Sharma and
Anita C. Murcko and
Darwyn Chern and
Michael Todd and
Padma Aking and
Ali Al{-}Yaqoobi and
Patricia Bayless and
Winona Belmonte and
Teresa Cuadra and
Trudy Dockins and
Christina Eldredge and
Robert El{-}Kareh and
Gregory Gale and
Edward Gentile and
Edward Kalpas and
Meghan Morris and
Laurel Mueller and
Dorothy Piekut and
Mindy K. Ross and
John C. Sarris and
Gagandeep Singh and
Shalini Tharani and
Mark Wallace and
Mar{\'{\i}}a Adela Grando},
title = {Physicians differ in their perceptions of sensitive medical records:
Survey and interview study},
journal = {Health Informatics J.},
volume = {29},
number = {3},
year = {2023}
}
@article{DBLP:journals/ijahuc/MishraRGS23,
author = {Dheerendra Mishra and
Saurabh Rana and
Chirag Goyal and
Gagandeep Singh},
title = {{FOESG:} anonymous session key agreement protocol for fog assisted
smart grid communication},
journal = {Int. J. Ad Hoc Ubiquitous Comput.},
volume = {42},
number = {3},
pages = {137--147},
year = {2023}
}
@article{DBLP:journals/isse/KaurKG23,
author = {Gagandeep Kaur and
Harpreet Kaur and
Sonia Goyal},
title = {Correlation analysis between different parameters to predict cement
logistics},
journal = {Innov. Syst. Softw. Eng.},
volume = {19},
number = {1},
pages = {117--127},
year = {2023}
}
@article{DBLP:journals/jaihc/KaurS23,
author = {Gagandeep Kaur and
Amit Sharma},
title = {{HAS:} Hybrid Analysis of Sentiments for the perspective of customer
review summarization},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {14},
number = {9},
pages = {11971--11984},
year = {2023}
}
@article{DBLP:journals/jbd/KaurS23,
author = {Gagandeep Kaur and
Amit Sharma},
title = {A deep learning-based model using hybrid feature extraction approach
for consumer sentiment analysis},
journal = {J. Big Data},
volume = {10},
number = {1},
pages = {5},
year = {2023}
}
@article{DBLP:journals/ord/Kaur23,
author = {Gagandeep Kaur},
title = {Performance analysis of multi-layered clustering network using fault
tolerance multipath routing protocol {(MRP-FT)} in a wireless sensor
network {(WSN)}},
journal = {Oper. Res. Decis.},
volume = {33},
number = {1},
year = {2023}
}
@article{DBLP:journals/pacmpl/LaurelQSM23,
author = {Jacob Laurel and
Siyuan Brant Qian and
Gagandeep Singh and
Sasa Misailovic},
title = {Synthesizing Precise Static Analyzers for Automatic Differentiation},
journal = {Proc. {ACM} Program. Lang.},
volume = {7},
number = {{OOPSLA2}},
pages = {1964--1992},
year = {2023}
}
@article{DBLP:journals/pacmpl/UgareBM023,
author = {Shubham Ugare and
Debangshu Banerjee and
Sasa Misailovic and
Gagandeep Singh},
title = {Incremental Verification of Neural Networks},
journal = {Proc. {ACM} Program. Lang.},
volume = {7},
number = {{PLDI}},
pages = {1920--1945},
year = {2023}
}
@article{DBLP:journals/simpa/KirmaniKM23,
author = {Mahira Kirmani and
Gagandeep Kaur and
Mudasir Mohd},
title = {\emph{ShortMail}: An email summarizer system},
journal = {Softw. Impacts},
volume = {17},
pages = {100543},
year = {2023}
}
@article{DBLP:journals/sivp/RaoBK23,
author = {Karishma Rao and
Manu Bansal and
Gagandeep Kaur},
title = {A hybrid method for improving the luminosity and contrast of color
retinal images using the {JND} model and multiple layers of {CLAHE}},
journal = {Signal Image Video Process.},
volume = {17},
number = {1},
pages = {207--217},
year = {2023}
}
@article{DBLP:journals/sncs/RaoBK23,
author = {Karishma Rao and
Manu Bansal and
Gagandeep Kaur},
title = {An Improved and Efficient Approach for Enhancing the Precision of
Diagnostic {CT} Images},
journal = {{SN} Comput. Sci.},
volume = {4},
number = {2},
pages = {113},
year = {2023}
}
@article{DBLP:journals/tii/DuaTK23,
author = {Gagandeep Singh Dua and
Barjeev Tyagi and
Vishal Kumar},
title = {Microgrid Differential Protection Based on Superimposed Current Angle
Employing Synchrophasors},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {19},
number = {8},
pages = {8775--8783},
year = {2023}
}
@article{DBLP:journals/tii/KaurC23,
author = {Gagandeep Kaur and
Prasenjit Chanak},
title = {An Intelligent Fault Tolerant Data Routing Scheme for Wireless Sensor
Network-Assisted Industrial Internet of Things},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {19},
number = {4},
pages = {5543--5553},
year = {2023}
}
@article{DBLP:journals/wpc/KaurGK23,
author = {Gagandeep Kaur and
Sindhu Hak Gupta and
Harleen Kaur},
title = {An Approach to Optimize LoRa Network Performance for Efficient IoT
Applications},
journal = {Wirel. Pers. Commun.},
volume = {128},
number = {1},
pages = {209--229},
year = {2023}
}
@inproceedings{DBLP:conf/acl-clinicalnlp/SinghPAADPV23,
author = {Gagandeep Singh and
Yue Pan and
Jes{\'{u}}s Andr{\'{e}}s{-}Ferrer and
Miguel A. del Agua and
Frank Diehl and
Joel Pinto and
Paul Vozila},
title = {Large Scale Sequence-to-Sequence Models for Clinical Note Generation
from Patient-Doctor Conversations},
booktitle = {ClinicalNLP@ACL},
pages = {138--143},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@inproceedings{DBLP:conf/btw/LutschSMMB23,
author = {Adrian Lutsch and
Gagandeep Singh and
Martin Mundt and
Ragnar Mogk and
Carsten Binnig},
title = {Benchmarking the Second Generation of Intel {SGX} for Machine Learning
Workloads},
booktitle = {{BTW}},
series = {{LNI}},
volume = {{P-331}},
pages = {711--717},
publisher = {Gesellschaft f{\"{u}}r Informatik e.V.},
year = {2023}
}
@inproceedings{DBLP:conf/coms2/GongeJKGGKK23,
author = {Sudhanshu Suhas Gonge and
Rahul Joshi and
Ketan Kotecha and
Milind Gayakwad and
Rupali Gangarde and
Gagandeep Kaur and
Kalyani Kadam},
title = {A Comparative Study of {DWT} and {DCT} Along with {AES} Techniques
for Safety Transmission of Digital Bank Cheque Image},
booktitle = {{COMS2}},
series = {Communications in Computer and Information Science},
volume = {1861},
pages = {70--86},
publisher = {Springer},
year = {2023}
}
@inproceedings{DBLP:conf/i2mtc/PSYSCSS23,
author = {Nathasha V. P and
Rahul Shukla and
Sachin Yadav and
Krishnu R. S and
Amanpreet Chander and
Gagandeep Singh and
Ashish Kumar Sahani},
title = {Automation of Seizure Diary Entry using Mobile-based Application},
booktitle = {{I2MTC}},
pages = {1--5},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/ic3i/ChandraS23,
author = {Abhishek Chandra and
Gagandeep Singh},
title = {Hybrid Classification Model For Acoustic-Based Emergency Vehicle Detection},
booktitle = {{IC3I}},
pages = {1199--1205},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/icaids/PradhanYDSSRKV23,
author = {Shubham Swarup Pradhan and
Ghanshyam Kumar Yadav and
Dibyajyoti Dhall and
Raju Kumar Singh and
Dharmveer Singh and
Vishal Rai and
Gagandeep Kaur and
Anshu Vashisth},
title = {Systematic Analysis of Object Detection for Security Camera using
Machine Learning},
booktitle = {ACI@ICAIDS},
series = {{CEUR} Workshop Proceedings},
volume = {3706},
pages = {155--164},
publisher = {CEUR-WS.org},
year = {2023}
}
@inproceedings{DBLP:conf/icc/NehraCBKNI23,
author = {Anushka Nehra and
Prakhar Consul and
Ishan Budhiraja and
Gagandeep Kaur and
Nidal Nasser and
Muhammad Imran},
title = {Federated Learning Based Trajectory Optimization for {UAV} Enabled
{MEC}},
booktitle = {{ICC}},
pages = {1640--1645},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/icc/OikonomakouKLLDB23,
author = {Maria Oikonomakou and
Ahlem Khlass and
Daniela Laselva and
Mads Lauridsen and
Matha Deghel and
Gagandeep Bhatti},
title = {A Power Consumption Model and Energy Saving Techniques for 5G-Advanced
Base Stations},
booktitle = {{ICC} Workshops},
pages = {605--610},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/icc/ShubhamAP23,
author = {Gagandeep Shubham and
Vidushi Agarwal and
Sujata Pal},
title = {IoT Data Security: An Integration of Blockchain and Federated Learning},
booktitle = {{ICC} Workshops},
pages = {434--439},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/icccnt/KumarAB23,
author = {Saurabh Kumar and
Shivani Anand and
Gagandeep Bharti},
title = {A Wearable Dual-Band Dual-Polarized Antenna for {GPS} {L-2} and {ISM}
Applications},
booktitle = {{ICCCNT}},
pages = {1--5},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/icimmi/SrivastavaRDBSY23,
author = {Satyajee Srivastava and
Kommisetti Murthy Raju and
Deepak Dudeja Dudeja and
Gagandeep Berar and
Nazeer Shaik and
Abhishek Yadav},
title = {An investigation of Malware Detection System using Deep Learning on
computing Systems},
booktitle = {{ICIMMI}},
pages = {42:1--42:7},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/iclr/YangLM023,
author = {Rem Yang and
Jacob Laurel and
Sasa Misailovic and
Gagandeep Singh},
title = {Provable Defense Against Geometric Transformations},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2023}
}
@inproceedings{DBLP:conf/ics/0002KDLGMBCM23,
author = {Gagandeep Singh and
Alireza Khodamoradi and
Kristof Denolf and
Jack Lo and
Juan G{\'{o}}mez{-}Luna and
Joseph Melber and
Andra Bisca and
Henk Corporaal and
Onur Mutlu},
title = {{SPARTA:} Spatial Acceleration for Efficient and Scalable Horizontal
Diffusion Weather Stencil Computation},
booktitle = {{ICS}},
pages = {463--476},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/ispass/GomezLunaGBLCOSM23,
author = {Juan G{\'{o}}mez{-}Luna and
Yuxin Guo and
Sylvan Brocard and
Julien Legriel and
Remy Cimadomo and
Geraldo F. Oliveira and
Gagandeep Singh and
Onur Mutlu},
title = {Evaluating Machine LearningWorkloads on Memory-Centric Computing Systems},
booktitle = {{ISPASS}},
pages = {35--49},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/micro/Shahroodi0ZMLFW23,
author = {Taha Shahroodi and
Gagandeep Singh and
Mahdi Zahedi and
Haiyu Mao and
Jo{\"{e}}l Lindegger and
Can Firtina and
Stephan Wong and
Onur Mutlu and
Said Hamdioui},
title = {Swordfish: {A} Framework for Evaluating Deep Neural Network-based
Basecalling using Computation-In-Memory with Non-Ideal Memristors},
booktitle = {{MICRO}},
pages = {1437--1452},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/nsdi/LiuXS0V23,
author = {Zikun Liu and
Changming Xu and
Emerson Sie and
Gagandeep Singh and
Deepak Vasisht},
title = {Exploring Practical Vulnerabilities of Machine Learning-based Wireless
Systems},
booktitle = {{NSDI}},
pages = {1801--1817},
publisher = {{USENIX} Association},
year = {2023}
}
@inproceedings{DBLP:conf/sas/Singh23,
author = {Gagandeep Singh},
title = {Building Trust and Safety in Artificial Intelligence with Abstract
Interpretation},
booktitle = {{SAS}},
series = {Lecture Notes in Computer Science},
volume = {14284},
pages = {28--38},
publisher = {Springer},
year = {2023}
}
@article{DBLP:journals/corr/abs-2301-13845,
author = {Debangshu Banerjee and
Avaljot Singh and
Gagandeep Singh},
title = {Interpreting Robustness Proofs of Deep Neural Networks},
journal = {CoRR},
volume = {abs/2301.13845},
year = {2023}
}
@article{DBLP:journals/corr/abs-2302-06836,
author = {Isha Chaudhary and
Alex Renda and
Charith Mendis and
Gagandeep Singh},
title = {CoMEt: x86 Cost Model Explanation Framework},
journal = {CoRR},
volume = {abs/2302.06836},
year = {2023}
}
@article{DBLP:journals/corr/abs-2303-03509,
author = {Gagandeep Singh and
Alireza Khodamoradi and
Kristof Denolf and
Jack Lo and
Juan G{\'{o}}mez{-}Luna and
Joseph Melber and
Andra Bisca and
Henk Corporaal and
Onur Mutlu},
title = {{SPARTA:} Spatial Acceleration for Efficient and Scalable Horizontal
Diffusion Weather Stencil Computation},
journal = {CoRR},
volume = {abs/2303.03509},
year = {2023}
}
@article{DBLP:journals/corr/abs-2304-01874,
author = {Shubham Ugare and
Debangshu Banerjee and
Sasa Misailovic and
Gagandeep Singh},
title = {Incremental Verification of Neural Networks},
journal = {CoRR},
volume = {abs/2304.01874},
year = {2023}
}
@article{DBLP:journals/corr/abs-2305-10681,
author = {Yinglun Xu and
Gagandeep Singh},
title = {Black-Box Targeted Reward Poisoning Attack Against Online Deep Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2305.10681},
year = {2023}
}
@article{DBLP:journals/corr/abs-2305-19521,
author = {Shubham Ugare and
Tarun Suresh and
Debangshu Banerjee and
Gagandeep Singh and
Sasa Misailovic},
title = {Incremental Randomized Smoothing Certification},
journal = {CoRR},
volume = {abs/2305.19521},
year = {2023}
}
@article{DBLP:journals/corr/abs-2309-14675,
author = {Zilinghan Li and
Pranshu Chaturvedi and
Shilan He and
Han Chen and
Gagandeep Singh and
Volodymyr V. Kindratenko and
E. A. Huerta and
Kibaek Kim and
Ravi K. Madduri},
title = {FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous
Client Devices using a Computing Power Aware Scheduler},
journal = {CoRR},
volume = {abs/2309.14675},
year = {2023}
}
@article{DBLP:journals/corr/abs-2309-17063,
author = {Julien Eudine and
Mohammed Alser and
Gagandeep Singh and
Can Alkan and
Onur Mutlu},
title = {GateSeeder: Near-memory {CPU-FPGA} Acceleration of Short and Long
Read Mapping},
journal = {CoRR},
volume = {abs/2309.17063},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-04366,
author = {Taha Shahroodi and
Gagandeep Singh and
Mahdi Zahedi and
Haiyu Mao and
Jo{\"{e}}l Lindegger and
Can Firtina and
Stephan Wong and
Onur Mutlu and
Said Hamdioui},
title = {Swordfish: {A} Framework for Evaluating Deep Neural Network-based
Basecalling using Computation-In-Memory with Non-Ideal Memristors},
journal = {CoRR},
volume = {abs/2310.04366},
year = {2023}
}
@article{DBLP:journals/corr/abs-2312-12321,
author = {Jason Vega and
Isha Chaudhary and
Changming Xu and
Gagandeep Singh},
title = {Bypassing the Safety Training of Open-Source LLMs with Priming Attacks},
journal = {CoRR},
volume = {abs/2312.12321},
year = {2023}
}
@article{DBLP:journals/cee/KaurGK22,
author = {Gagandeep Kaur and
Sindhu Hak Gupta and
Harleen Kaur},
title = {Optimizing the LoRa network performance for industrial scenario using
a machine learning approach},
journal = {Comput. Electr. Eng.},
volume = {100},
pages = {107964},
year = {2022}
}
@article{DBLP:journals/comcom/ShrivastavaSHGI22,
author = {Rajesh Kumar Shrivastava and
Simar Preet Singh and
Mohammad Kamrul Hasan and
Gagandeep and
Shayla Islam and
Salwani Abdullah and
Azana Hafizah Mohd Aman},
title = {Securing Internet of Things devices against code tampering attacks
using Return Oriented Programming},
journal = {Comput. Commun.},
volume = {193},
pages = {38--46},
year = {2022}
}
@article{DBLP:journals/eswa/JainKS22,
author = {Meenal Jain and
Gagandeep Kaur and
Vikas Saxena},
title = {A K-Means clustering and {SVM} based hybrid concept drift detection
technique for network anomaly detection},
journal = {Expert Syst. Appl.},
volume = {193},
pages = {116510},
year = {2022}
}
@article{DBLP:journals/ijcmcst/SinghKG22,
author = {Gagandeep Singh and
Anjana Kumari and
U. C. Gupta},
title = {Stationary system-length distribution of Markovian bulk service queue
with modified bulk service rule and dynamic service rates},
journal = {Int. J. Comput. Math. Comput. Syst. Theory},
volume = {7},
number = {1},
pages = {42--62},
year = {2022}
}
@article{DBLP:journals/ijhcitp/PandayK22,
author = {Priyanka Panday and
Gagandeep Kaur},
title = {A Sustainable Model for Effective Employee Relations in Contemporary
Organizations},
journal = {Int. J. Hum. Cap. Inf. Technol. Prof.},
volume = {13},
number = {1},
pages = {1--17},
year = {2022}
}
@article{DBLP:journals/ijsnet/SharmaKM22,
author = {Gagandeep Sharma and
Tejbir Kaur and
Sanjay Kumar Mangal},
title = {Fault diagnosis and prediction with industrial internet of things
on bearing and gear assembly},
journal = {Int. J. Sens. Networks},
volume = {39},
number = {4},
pages = {246--255},
year = {2022}
}
@article{DBLP:journals/imst/RaoBK22,
author = {Karishma Rao and
Manu Bansal and
Gagandeep Kaur},
title = {An optimized morphology transform-based diagnostic computed tomography
image enhancement using edge map},
journal = {Int. J. Imaging Syst. Technol.},
volume = {32},
number = {5},
pages = {1743--1760},
year = {2022}
}
@article{DBLP:journals/lgrs/MahadikSR22,
author = {Rahul Mahadik and
Gagandeep Singh and
Aurobinda Routray},
title = {Multispectral Coherence Analysis for Better Fault Visualization in
Seismic Data},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {19},
pages = {1--5},
year = {2022}
}
@article{DBLP:journals/mta/RaniG22,
author = {Manisha Rani and
Gagandeep},
title = {Effective network intrusion detection by addressing class imbalance
with deep neural networks multimedia tools and applications},
journal = {Multim. Tools Appl.},
volume = {81},
number = {6},
pages = {8499--8518},
year = {2022}
}
@article{DBLP:journals/pacmpl/LaurelYSM22,
author = {Jacob Laurel and
Rem Yang and
Gagandeep Singh and
Sasa Misailovic},
title = {A dual number abstraction for static analysis of Clarke Jacobians},
journal = {Proc. {ACM} Program. Lang.},
volume = {6},
number = {{POPL}},
pages = {1--30},
year = {2022}
}
@article{DBLP:journals/pacmpl/LaurelYUNSM22,
author = {Jacob Laurel and
Rem Yang and
Shubham Ugare and
Robert Nagel and
Gagandeep Singh and
Sasa Misailovic},
title = {A general construction for abstract interpretation of higher-order
automatic differentiation},
journal = {Proc. {ACM} Program. Lang.},
volume = {6},
number = {{OOPSLA2}},
pages = {1007--1035},
year = {2022}
}
@article{DBLP:journals/pacmpl/MullerMSPV22,
author = {Mark Niklas M{\"{u}}ller and
Gleb Makarchuk and
Gagandeep Singh and
Markus P{\"{u}}schel and
Martin T. Vechev},
title = {{PRIMA:} general and precise neural network certification via scalable
convex hull approximations},
journal = {Proc. {ACM} Program. Lang.},
volume = {6},
number = {{POPL}},
pages = {1--33},
year = {2022}
}
@article{DBLP:journals/pacmpl/UgareSM22,
author = {Shubham Ugare and
Gagandeep Singh and
Sasa Misailovic},
title = {Proof transfer for fast certification of multiple approximate neural
networks},
journal = {Proc. {ACM} Program. Lang.},
volume = {6},
number = {{OOPSLA1}},
pages = {1--29},
year = {2022}
}
@article{DBLP:journals/pacmpl/WuBSNS22,
author = {Haoze Wu and
Clark W. Barrett and
Mahmood Sharif and
Nina Narodytska and
Gagandeep Singh},
title = {Scalable verification of GNN-based job schedulers},
journal = {Proc. {ACM} Program. Lang.},
volume = {6},
number = {{OOPSLA2}},
pages = {1036--1065},
year = {2022}
}
@article{DBLP:journals/sis/HarnalSMKKKSB22,
author = {Shilpi Harnal and
Gaurav Sharma and
Swati Malik and
Gagandeep Kaur and
Savita Khurana and
Prabhjot Kaur and
Sarita Simaiya and
Deepak Bagga},
title = {Bibliometric Mapping of Trends, Applications and Challenges of Artificial
Intelligence in Smart Cities},
journal = {{EAI} Endorsed Trans. Scalable Inf. Syst.},
volume = {9},
number = {4},
pages = {8},
year = {2022}
}
@article{DBLP:journals/sj/DuaTK22,
author = {Gagandeep Singh Dua and
Barjeev Tyagi and
Vishal Kumar},
title = {Deploying Micro-PMUs With Channel Limit in Reconfigurable Distribution
Systems},
journal = {{IEEE} Syst. J.},
volume = {16},
number = {1},
pages = {832--843},
year = {2022}
}
@article{DBLP:journals/soco/GanguliKS22,
author = {Souvik Ganguli and
Gagandeep Kaur and
Prasanta Sarkar},
title = {Model order diminution of {MIMO} systems using the delta transform
method with new firefly-based hybrid algorithms},
journal = {Soft Comput.},
volume = {26},
number = {12},
pages = {5883--5900},
year = {2022}
}
@article{DBLP:journals/tdsc/MajumdarCAMJP0D22,
author = {Suryadipta Majumdar and
Gagandeep Singh Chawla and
Amir Alimohammadifar and
Taous Madi and
Yosr Jarraya and
Makan Pourzandi and
Lingyu Wang and
Mourad Debbabi},
title = {ProSAS: Proactive Security Auditing System for Clouds},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {19},
number = {4},
pages = {2517--2534},
year = {2022}
}
@article{DBLP:journals/tgcn/KaurCB22,
author = {Gagandeep Kaur and
Prasenjit Chanak and
Mahua Bhattacharya},
title = {A Green Hybrid Congestion Management Scheme for IoT-Enabled WSNs},
journal = {{IEEE} Trans. Green Commun. Netw.},
volume = {6},
number = {4},
pages = {2144--2155},
year = {2022}
}
@article{DBLP:journals/tii/KaurCB22,
author = {Gagandeep Kaur and
Prasenjit Chanak and
Mahua Bhattacharya},
title = {Obstacle-Aware Intelligent Fault Detection Scheme for Industrial Wireless
Sensor Networks},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {18},
number = {10},
pages = {6876--6886},
year = {2022}
}
@article{DBLP:journals/tmi/IsmailPBSHSPBML22,
author = {Marwa Ismail and
Prateek Prasanna and
Kaustav Bera and
Volodymyr Statsevych and
Virginia B. Hill and
Gagandeep Singh and
Sasan Partovi and
Niha G. Beig and
Sean D. McGarry and
Peter S. LaViolette and
Manmeet Ahluwalia and
Anant Madabhushi and
Pallavi Tiwari},
title = {Radiomic Deformation and Textural Heterogeneity (R-DepTH) Descriptor
to Characterize Tumor Field Effect: Application to Survival Prediction
in Glioblastoma},
journal = {{IEEE} Trans. Medical Imaging},
volume = {41},
number = {7},
pages = {1764--1777},
year = {2022}
}
@article{DBLP:journals/trets/SinghDGHSCM22,
author = {Gagandeep Singh and
Dionysios Diamantopoulos and
Juan G{\'{o}}mez{-}Luna and
Christoph Hagleitner and
Sander Stuijk and
Henk Corporaal and
Onur Mutlu},
title = {Accelerating Weather Prediction Using Near-Memory Reconfigurable Fabric},
journal = {{ACM} Trans. Reconfigurable Technol. Syst.},
volume = {15},
number = {4},
pages = {39:1--39:27},
year = {2022}
}
@article{DBLP:journals/wpc/KaurAH22,
author = {Gagandeep Kaur and
Abdul Quaiyum Ansari and
Mohammad S. Hashmi},
title = {Complexity Reduced Design Procedure of a Fractional Order All-Pass
Filter},
journal = {Wirel. Pers. Commun.},
volume = {125},
number = {3},
pages = {2515--2535},
year = {2022}
}
@article{DBLP:journals/wpc/KaurGHG22,
author = {Gagandeep Kaur and
Ruchika Gupta and
Nistha Hooda and
Nidhi Rani Gupta},
title = {Machine Learning Techniques and Breast Cancer Prediction: {A} Review},
journal = {Wirel. Pers. Commun.},
volume = {125},
number = {3},
pages = {2537--2564},
year = {2022}
}
@inproceedings{DBLP:conf/aaai/FrydenlundSR22,
author = {Arvid Frydenlund and
Gagandeep Singh and
Frank Rudzicz},
title = {Language Modelling via Learning to Rank},
booktitle = {{AAAI}},
pages = {10636--10644},
publisher = {{AAAI} Press},
year = {2022}
}
@inproceedings{DBLP:conf/cav/FischerSDSV22,
author = {Marc Fischer and
Christian Sprecher and
Dimitar I. Dimitrov and
Gagandeep Singh and
Martin T. Vechev},
title = {Shared Certificates for Neural Network Verification},
booktitle = {{CAV} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {13371},
pages = {127--148},
publisher = {Springer},
year = {2022}
}
@inproceedings{DBLP:conf/eccv/GuptaHKJMCSSKST22,
author = {Saumya Gupta and
Xiaoling Hu and
James Kaan and
Michael Jin and
Mutshipay Mpoy and
Katherine Chung and
Gagandeep Singh and
Mary M. Saltz and
Tahsin M. Kur{\c{c}} and
Joel H. Saltz and
Apostolos Tassiopoulos and
Prateek Prasanna and
Chao Chen},
title = {Learning Topological Interactions for Multi-Class Medical Image Segmentation},
booktitle = {{ECCV} {(29)}},
series = {Lecture Notes in Computer Science},
volume = {13689},
pages = {701--718},
publisher = {Springer},
year = {2022}
}
@inproceedings{DBLP:conf/emnlp/MichalopoulosWS22,
author = {George Michalopoulos and
Kyle Williams and
Gagandeep Singh and
Thomas Lin},
title = {MedicalSum: {A} Guided Clinical Abstractive Summarization Model for
Generating Medical Reports from Patient-Doctor Conversations},
booktitle = {{EMNLP} (Findings)},
pages = {4741--4749},
publisher = {Association for Computational Linguistics},
year = {2022}
}
@inproceedings{DBLP:conf/i2mtc/ChattarBSPKKSS22,
author = {Hemant Kumar Chattar and
Bijit Basumatary and
Rahul Shukla and
Birinder Singh Paul and
Ranjit Kaur and
Arun Khokhar and
Gagandeep Singh and
Ashish Kumar Sahani},
title = {Multi-parameter Wearable Band for Wireless Data Collection from People
with Epilepsy},
booktitle = {{I2MTC}},
pages = {1--5},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/i2mtc/SSCPKKSS22,
author = {Krishnu R. S and
Rahul Shukla and
Hemant Kumar Chattar and
Birinder Singh Paul and
Ranjit Kaur and
Arun Khokhar and
Gagandeep Singh and
Ashish Kumar Sahani},
title = {An Emergency Message and Call System for People with Epilepsy},
booktitle = {{I2MTC}},
pages = {1--5},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/iccd/SinghaDGSCM22,
author = {Gagandeep Singh and
Dionysios Diamantopoulos and
Juan G{\'{o}}mez{-}Luna and
Sander Stuijk and
Henk Corporaal and
Onur Mutlu},
title = {{LEAPER:} Fast and Accurate FPGA-based System Performance Prediction
via Transfer Learning},
booktitle = {{ICCD}},
pages = {499--508},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/iccr/SawhneyKD22,
author = {Govind Sawhney and
Gagandeep Kaur and
Rajesh Deorari},
title = {{CSPM:} {A} secure Cloud Computing Performance Management Model},
booktitle = {{ICCR}},
pages = {1--5},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/icimmi/SinghSUKT22,
author = {Gagandeep Singh and
Sagar Singh and
Nikhil Upadhyay and
Mayank Kumar and
Ankit Krishnakumar Thakur},
title = {{DC} Microgrid Protection},
booktitle = {{ICIMMI}},
pages = {71:1--71:5},
publisher = {{ACM}},
year = {2022}
}
@inproceedings{DBLP:conf/iclr/Dimitrov0GV22,
author = {Dimitar Iliev Dimitrov and
Gagandeep Singh and
Timon Gehr and
Martin T. Vechev},
title = {Provably Robust Adversarial Examples},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2022}
}
@inproceedings{DBLP:conf/isca/0002N0BHNGSCM22,
author = {Gagandeep Singh and
Rakesh Nadig and
Jisung Park and
Rahul Bera and
Nastaran Hajinazar and
David Novo and
Juan G{\'{o}}mez{-}Luna and
Sander Stuijk and
Henk Corporaal and
Onur Mutlu},
title = {Sibyl: adaptive and extensible data placement in hybrid storage systems
using online reinforcement learning},
booktitle = {{ISCA}},
pages = {320--336},
publisher = {{ACM}},
year = {2022}
}
@inproceedings{DBLP:conf/isca/CaliKLBKZFCKM0G22,
author = {Damla Senol Cali and
Konstantinos Kanellopoulos and
Jo{\"{e}}l Lindegger and
Z{\"{u}}lal Bing{\"{o}}l and
Gurpreet S. Kalsi and
Ziyi Zuo and
Can Firtina and
Meryem Banu Cavlak and
Jeremie S. Kim and
Nika Mansouri{-}Ghiasi and
Gagandeep Singh and
Juan G{\'{o}}mez{-}Luna and
Nour Almadhoun Alserr and
Mohammed Alser and
Sreenivas Subramoney and
Can Alkan and
Saugata Ghose and
Onur Mutlu},
title = {SeGraM: a universal hardware accelerator for genomic sequence-to-graph
and sequence-to-sequence mapping},
booktitle = {{ISCA}},
pages = {638--655},
publisher = {{ACM}},
year = {2022}
}
@inproceedings{DBLP:conf/isvlsi/Gomez-LuriaGBLC22,
author = {Juan G{\'{o}}mez{-}Luna and
Yuxin Guo and
Sylvan Brocard and
Julien Legriel and
Remy Cimadomo and
Geraldo F. Oliveira and
Gagandeep Singh and
Onur Mutlu},
title = {Machine Learning Training on a Real Processing-in-Memory System},
booktitle = {{ISVLSI}},
pages = {292--295},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/miccai/DaroachDBLIJYL22,
author = {Gagandeep B. Daroach and
Savannah R. Duenweg and
Michael Brehler and
Allison K. Lowman and
Kenneth A. Iczkowski and
Kenneth M. Jacobsohn and
Josiah A. Yoder and
Peter S. LaViolette},
title = {Prostate Cancer Histology Synthesis Using StyleGAN Latent Space Annotation},
booktitle = {{MICCAI} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {13432},
pages = {398--408},
publisher = {Springer},
year = {2022}
}
@inproceedings{DBLP:conf/micro/PanwarLBLJCCBJ22,
author = {Gagandeep Panwar and
Muhammad Laghari and
David Bears and
Yuqing Liu and
Chandler Jearls and
Esha Choukse and
Kirk W. Cameron and
Ali Raza Butt and
Xun Jian},
title = {Translation-optimized Memory Compression for Capacity},
booktitle = {{MICRO}},
pages = {992--1011},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/sera/BokoloSLYL22,
author = {Biodoumoye George Bokolo and
GaganDeep Sur and
Qingzhong Liu and
Fang Yuan and
Fan Liang},
title = {Hybrid Analysis Based Cross Inspection Framework for Android Malware
Detection},
booktitle = {{SERA}},
pages = {99--105},
publisher = {{IEEE}},
year = {2022}
}
@proceedings{DBLP:conf/sas/2022,
editor = {Gagandeep Singh and
Caterina Urban},
title = {Static Analysis - 29th International Symposium, {SAS} 2022, Auckland,
New Zealand, December 5-7, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13790},
publisher = {Springer},
year = {2022}
}
@article{DBLP:journals/corr/abs-2201-07344,
author = {Lei Zhou and
Joseph Bae and
Huidong Liu and
Gagandeep Singh and
Jeremy Green and
Amit Gupta and
Dimitris Samaras and
Prateek Prasanna},
title = {Lung Swapping Autoencoder: Learning a Disentangled Structure-texture
Representation of Chest Radiographs},
journal = {CoRR},
volume = {abs/2201.07344},
year = {2022}
}
@article{DBLP:journals/corr/abs-2203-03153,
author = {Haoze Wu and
Clark W. Barrett and
Mahmood Sharif and
Nina Narodytska and
Gagandeep Singh},
title = {Scalable Verification of GNN-based Job Schedulers},
journal = {CoRR},
volume = {abs/2203.03153},
year = {2022}
}
@article{DBLP:journals/corr/abs-2205-05883,
author = {Damla Senol Cali and
Konstantinos Kanellopoulos and
Jo{\"{e}}l Lindegger and
Z{\"{u}}lal Bing{\"{o}}l and
Gurpreet S. Kalsi and
Ziyi Zuo and
Can Firtina and
Meryem Banu Cavlak and
Jeremie S. Kim and
Nika Mansouri{-}Ghiasi and
Gagandeep Singh and
Juan G{\'{o}}mez{-}Luna and
Nour Almadhoun Alserr and
Mohammed Alser and
Sreenivas Subramoney and
Can Alkan and
Saugata Ghose and
Onur Mutlu},
title = {SeGraM: {A} Universal Hardware Accelerator for Genomic Sequence-to-Graph
and Sequence-to-Sequence Mapping},
journal = {CoRR},
volume = {abs/2205.05883},
year = {2022}
}
@article{DBLP:journals/corr/abs-2205-07394,
author = {Gagandeep Singh and
Rakesh Nadig and
Jisung Park and
Rahul Bera and
Nastaran Hajinazar and
David Novo and
Juan G{\'{o}}mez{-}Luna and
Sander Stuijk and
Henk Corporaal and
Onur Mutlu},
title = {Sibyl: Adaptive and Extensible Data Placement in Hybrid Storage Systems
Using Online Reinforcement Learning},
journal = {CoRR},
volume = {abs/2205.07394},
year = {2022}
}
@article{DBLP:journals/corr/abs-2205-07957,
author = {Mohammed Alser and
Jo{\"{e}}l Lindegger and
Can Firtina and
Nour Almadhoun and
Haiyu Mao and
Gagandeep Singh and
Juan G{\'{o}}mez{-}Luna and
Onur Mutlu},
title = {Going From Molecules to Genomic Variations to Scientific Discovery:
Intelligent Algorithms and Architectures for Intelligent Genome Analysis},
journal = {CoRR},
volume = {abs/2205.07957},
year = {2022}
}
@article{DBLP:journals/corr/abs-2205-14842,
author = {Yinglun Xu and
Qi Zeng and
Gagandeep Singh},
title = {Efficient Reward Poisoning Attacks on Online Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2205.14842},
year = {2022}
}
@article{DBLP:journals/corr/abs-2206-06022,
author = {Juan G{\'{o}}mez{-}Luna and
Yuxin Guo and
Sylvan Brocard and
Julien Legriel and
Remy Cimadomo and
Geraldo F. Oliveira and
Gagandeep Singh and
Onur Mutlu},
title = {Machine Learning Training on a Real Processing-in-Memory System},
journal = {CoRR},
volume = {abs/2206.06022},
year = {2022}
}
@article{DBLP:journals/corr/abs-2206-10858,
author = {Changming Xu and
Gagandeep Singh},
title = {Robust Universal Adversarial Perturbations},
journal = {CoRR},
volume = {abs/2206.10858},
year = {2022}
}
@article{DBLP:journals/corr/abs-2207-07886,
author = {Juan G{\'{o}}mez{-}Luna and
Yuxin Guo and
Sylvan Brocard and
Julien Legriel and
Remy Cimadomo and
Geraldo F. Oliveira and
Gagandeep Singh and
Onur Mutlu},
title = {An Experimental Evaluation of Machine Learning Training on a Real
Processing-in-Memory System},
journal = {CoRR},
volume = {abs/2207.07886},
year = {2022}
}
@article{DBLP:journals/corr/abs-2207-09654,
author = {Saumya Gupta and
Xiaoling Hu and
James Kaan and
Michael Jin and
Mutshipay Mpoy and
Katherine Chung and
Gagandeep Singh and
Mary M. Saltz and
Tahsin M. Kur{\c{c}} and
Joel H. Saltz and
Apostolos Tassiopoulos and
Prateek Prasanna and
Chao Chen},
title = {Learning Topological Interactions for Multi-Class Medical Image Segmentation},
journal = {CoRR},
volume = {abs/2207.09654},
year = {2022}
}
@article{DBLP:journals/corr/abs-2207-11177,
author = {Rem Yang and
Jacob Laurel and
Sasa Misailovic and
Gagandeep Singh},
title = {Training Certifiably Robust Neural Networks Against Semantic Perturbations},
journal = {CoRR},
volume = {abs/2207.11177},
year = {2022}
}
@article{DBLP:journals/corr/abs-2208-08886,
author = {Gagandeep Singh},
title = {Designing, Modeling, and Optimizing Data-Intensive Computing Systems},
journal = {CoRR},
volume = {abs/2208.08886},
year = {2022}
}
@article{DBLP:journals/corr/abs-2208-10606,
author = {Gagandeep Singh and
Dionysios Diamantopoulos and
Juan G{\'{o}}mez{-}Luna and
Sander Stuijk and
Henk Corporaal and
Onur Mutlu},
title = {{LEAPER:} Modeling Cloud FPGA-based Systems via Transfer Learning},
journal = {CoRR},
volume = {abs/2208.10606},
year = {2022}
}
@article{DBLP:journals/corr/abs-2211-03079,
author = {Gagandeep Singh and
Mohammed Alser and
Alireza Khodamoradi and
Kristof Denolf and
Can Firtina and
Meryem Banu Cavlak and
Henk Corporaal and
Onur Mutlu},
title = {A Framework for Designing Efficient Deep Learning-Based Genomic Basecallers},
journal = {CoRR},
volume = {abs/2211.03079},
year = {2022}
}
@article{DBLP:journals/corr/abs-2212-04953,
author = {Meryem Banu Cavlak and
Gagandeep Singh and
Mohammed Alser and
Can Firtina and
Jo{\"{e}}l Lindegger and
Mohammad Sadrosadati and
Nika Mansouri{-}Ghiasi and
Can Alkan and
Onur Mutlu},
title = {TargetCall: Eliminating the Wasted Computation in Basecalling via
Pre-Basecalling Filtering},
journal = {CoRR},
volume = {abs/2212.04953},
year = {2022}
}
@article{DBLP:journals/cluster/JainK21,
author = {Meenal Jain and
Gagandeep Kaur},
title = {Distributed anomaly detection using concept drift detection based
hybrid ensemble techniques in streamed network data},
journal = {Clust. Comput.},
volume = {24},
number = {3},
pages = {2099--2114},
year = {2021}
}
@article{DBLP:journals/iotj/KaurCB21,
author = {Gagandeep Kaur and
Prasenjit Chanak and
Mahua Bhattacharya},
title = {Energy-Efficient Intelligent Routing Scheme for IoT-Enabled WSNs},
journal = {{IEEE} Internet Things J.},
volume = {8},
number = {14},
pages = {11440--11449},
year = {2021}
}
@article{DBLP:journals/micro/SinghACDGCM21,
author = {Gagandeep Singh and
Mohammed Alser and
Damla Senol Cali and
Dionysios Diamantopoulos and
Juan G{\'{o}}mez{-}Luna and
Henk Corporaal and
Onur Mutlu},
title = {FPGA-Based Near-Memory Acceleration of Modern Data-Intensive Applications},
journal = {{IEEE} Micro},
volume = {41},
number = {4},
pages = {39--48},
year = {2021}
}
@article{DBLP:journals/sncs/KaurKJ21,
author = {Amandeep Kaur and
Ramandeep Kaur and
Gagandeep Jagdev},
title = {Analyzing and Exploring the Impact of Big Data Analytics in Sports
Sector},
journal = {{SN} Comput. Sci.},
volume = {2},
number = {3},
pages = {184},
year = {2021}
}
@article{DBLP:journals/sncs/SinghJ21,
author = {Sukhpreet Singh and
Gagandeep Jagdev},
title = {Execution of Structured and Unstructured Mining in Automotive Industry
Using Hortonworks Sandbox},
journal = {{SN} Comput. Sci.},
volume = {2},
number = {4},
pages = {298},
year = {2021}
}
@article{DBLP:journals/sncs/SinghKKJ21,
author = {Baljinder Singh and
Ramandeep Kaur and
Amandeep Kaur and
Gagandeep Jagdev},
title = {Discoursing Novel Procedure for Segmentation and Classification of
Mammograms},
journal = {{SN} Comput. Sci.},
volume = {2},
number = {1},
pages = {61},
year = {2021}
}
@article{DBLP:journals/taco/TavarageriHAKGU21,
author = {Sanket Tavarageri and
Alexander Heinecke and
Sasikanth Avancha and
Bharat Kaul and
Gagandeep Goyal and
Ramakrishna Upadrasta},
title = {PolyDL: Polyhedral Optimizations for Creation of High-performance
{DL} Primitives},
journal = {{ACM} Trans. Archit. Code Optim.},
volume = {18},
number = {1},
pages = {11:1--11:27},
year = {2021}
}
@article{DBLP:journals/tdsc/ChawlaZMJPWD21,
author = {Gagandeep Singh Chawla and
Mengyuan Zhang and
Suryadipta Majumdar and
Yosr Jarraya and
Makan Pourzandi and
Lingyu Wang and
Mourad Debbabi},
title = {VMGuard: State-Based Proactive Verification of Virtual Network Isolation
With Application to {NFV}},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {18},
number = {4},
pages = {1553--1567},
year = {2021}
}
@article{DBLP:journals/tods/ChenS21,
author = {Yangjun Chen and
Gagandeep Singh},
title = {Graph Indexing for Efficient Evaluation of Label-constrained Reachability
Queries},
journal = {{ACM} Trans. Database Syst.},
volume = {46},
number = {2},
pages = {8:1--8:50},
year = {2021}
}
@inproceedings{DBLP:conf/biostec/DaroachYIL21,
author = {Gagandeep B. Daroach and
Josiah A. Yoder and
Kenneth A. Iczkowski and
Peter S. LaViolette},
title = {High-resolution Controllable Prostatic Histology Synthesis using StyleGAN},
booktitle = {{BIOIMAGING}},
pages = {103--112},
publisher = {{SCITEPRESS}},
year = {2021}
}
@inproceedings{DBLP:conf/cav/RyouCBSDV21,
author = {Wonryong Ryou and
Jiayu Chen and
Mislav Balunovic and
Gagandeep Singh and
Andrei Marian Dan and
Martin T. Vechev},
title = {Scalable Polyhedral Verification of Recurrent Neural Networks},
booktitle = {{CAV} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {12759},
pages = {225--248},
publisher = {Springer},
year = {2021}
}
@inproceedings{DBLP:conf/fpga/SinghDGSMC21,
author = {Gagandeep Singh and
Dionysios Diamantopoulos and
Juan G{\'{o}}mez{-}Luna and
Sander Stuijk and
Onur Mutlu and
Henk Corporaal},
title = {Modeling FPGA-Based Systems via Few-Shot Learning},
booktitle = {{FPGA}},
pages = {146},
publisher = {{ACM}},
year = {2021}
}
@inproceedings{DBLP:conf/iccv/0002RB0V21,
author = {Tobias Lorenz and
Anian Ruoss and
Mislav Balunovic and
Gagandeep Singh and
Martin T. Vechev},
title = {Robustness Certification for Point Cloud Models},
booktitle = {{ICCV}},
pages = {7588--7598},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/iecon/DattaSRMM21,
author = {Deepan Datta and
Gagandeep Singh and
Aurobinda Routray and
William K. Mohanty and
Rahul Mahadik},
title = {Automatic Classification of Lithofacies with Highly Imbalanced Dataset
Using Multistage {SVM} Classifier},
booktitle = {{IECON}},
pages = {1--6},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/iecon/SinghDMRM21,
author = {Gagandeep Singh and
Deepan Datta and
William K. Mohanty and
Aurobinda Routray and
Rahul Mahadik},
title = {Application of Walsh Filter in Geophysical Well-Log Data Interpretation
for Automated Lithological Bed Boundary Detection},
booktitle = {{IECON}},
pages = {1--6},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/isca/0004PKDBJ21,
author = {Da Zhang and
Gagandeep Panwar and
Jagadish B. Kotra and
Nathan DeBardeleben and
Sean Blanchard and
Xun Jian},
title = {Quantifying Server Memory Frequency Margin and Using It to Improve
Performance in {HPC} Systems},
booktitle = {{ISCA}},
pages = {748--761},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/micad/CowanBSKSMP21,
author = {Connor Cowan and
Joseph Bae and
Gagandeep Singh and
Rohit Khullar and
Shrey Shah and
Nikhil Madan and
Prateek Prasanna},
title = {Evolution of chest radiograph radiomics and association with respiratory
and inflammatory parameters in {COVID-19} patients undergoing prone
ventilation: preliminary findings},
booktitle = {Medical Imaging: Computer-Aided Diagnosis},
series = {{SPIE} Proceedings},
volume = {11597},
publisher = {{SPIE}},
year = {2021}
}
@inproceedings{DBLP:conf/miccai/KonwerBSGAGPP21,
author = {Aishik Konwer and
Joseph Bae and
Gagandeep Singh and
Rishabh Gattu and
Syed Ali and
Jeremy Green and
Tej Phatak and
Prateek Prasanna},
title = {Attention-Based Multi-scale Gated Recurrent Encoder with Novel Correlation
Loss for {COVID-19} Progression Prediction},
booktitle = {{MICCAI} {(5)}},
series = {Lecture Notes in Computer Science},
volume = {12905},
pages = {824--833},
publisher = {Springer},
year = {2021}
}
@inproceedings{DBLP:conf/miccai/SumanSSGGPSP21,
author = {Sudhir Suman and
Gagandeep Singh and
Nicole Sakla and
Rishabh Gattu and
Jeremy Green and
Tej Phatak and
Dimitris Samaras and
Prateek Prasanna},
title = {Attention Based {CNN-LSTM} Network for Pulmonary Embolism Prediction
on Chest Computed Tomography Pulmonary Angiograms},
booktitle = {{MICCAI} {(7)}},
series = {Lecture Notes in Computer Science},
volume = {12907},
pages = {356--366},
publisher = {Springer},
year = {2021}
}
@inproceedings{DBLP:conf/miccai/ZhouBLSGSP21,
author = {Lei Zhou and
Joseph Bae and
Huidong Liu and
Gagandeep Singh and
Jeremy Green and
Dimitris Samaras and
Prateek Prasanna},
title = {Chest Radiograph Disentanglement for {COVID-19} Outcome Prediction},
booktitle = {{MICCAI} {(7)}},
series = {Lecture Notes in Computer Science},
volume = {12907},
pages = {345--355},
publisher = {Springer},
year = {2021}
}
@inproceedings{DBLP:conf/midl/KonwerBSGAGPG0S21,
author = {Aishik Konwer and
Joseph Bae and
Gagandeep Singh and
Rishabh Gattu and
Syed Ali and
Jeremy Green and
Tej Phatak and
Amit Gupta and
Chao Chen and
Joel H. Saltz and
Prateek Prasanna},
title = {Predicting {COVID-19} Lung Infiltrate Progression on Chest Radiographs
Using Spatio-temporal {LSTM} based Encoder-Decoder Network},
booktitle = {{MIDL}},
series = {Proceedings of Machine Learning Research},
volume = {143},
pages = {384--398},
publisher = {{PMLR}},
year = {2021}
}
@inproceedings{DBLP:conf/mlsys/MullerS0PV21,
author = {Christoph M{\"{u}}ller and
Fran{\c{c}}ois Serre and
Gagandeep Singh and
Markus P{\"{u}}schel and
Martin T. Vechev},
title = {Scaling Polyhedral Neural Network Verification on GPUs},
booktitle = {MLSys},
publisher = {mlsys.org},
year = {2021}
}
@inproceedings{DBLP:conf/mobicom/LiuSXV21,
author = {Zikun Liu and
Gagandeep Singh and
Chenren Xu and
Deepak Vasisht},
title = {{FIRE:} enabling reciprocity for {FDD} {MIMO} systems},
booktitle = {MobiCom},
pages = {628--641},
publisher = {{ACM}},
year = {2021}
}
@inproceedings{DBLP:conf/vlsid/JeanRSKDPD21,
author = {Sandra Jean and
Aneesh Raveendran and
A. David Selvakumar and
Gagandeep Kaur and
Shankar G. Dharani and
Shashikala Gunderao Pattanshetty and
Vivian Desalphine},
title = {{P-FMA:} {A} Novel Parameterized Posit Fused Multiply-Accumulate Arithmetic
Processor},
booktitle = {{VLSID}},
pages = {282--287},
publisher = {{IEEE}},
year = {2021}
}
@article{DBLP:journals/corr/abs-2102-01336,
author = {Gagandeep Singh and
Deepak Mishra},
title = {pseudo-Bayesian Neural Networks for detecting Out of Distribution
Inputs},
journal = {CoRR},
volume = {abs/2102.01336},
year = {2021}
}
@article{DBLP:journals/corr/abs-2103-03638,
author = {Mark Niklas M{\"{u}}ller and
Gleb Makarchuk and
Gagandeep Singh and
Markus P{\"{u}}schel and
Martin T. Vechev},
title = {Precise Multi-Neuron Abstractions for Neural Network Certification},
journal = {CoRR},
volume = {abs/2103.03638},
year = {2021}
}
@article{DBLP:journals/corr/abs-2103-07423,
author = {Marwa Ismail and
Prateek Prasanna and
Kaustav Bera and
Volodymyr Statsevych and
Virginia B. Hill and
Gagandeep Singh and
Sasan Partovi and
Niha G. Beig and
Sean D. McGarry and
Peter S. LaViolette and
Manmeet Ahluwalia and
Anant Madabhushi and
Pallavi Tiwari},
title = {Radiomic Deformation and Textural Heterogeneity (R-DepTH) Descriptor
to characterize Tumor Field Effect: Application to Survival Prediction
in Glioblastoma},
journal = {CoRR},
volume = {abs/2103.07423},
year = {2021}
}
@article{DBLP:journals/corr/abs-2103-09668,
author = {Gagandeep Singh and
Akshar Kaul},
title = {Secure Hypersphere Range Query on Encrypted Data},
journal = {CoRR},
volume = {abs/2103.09668},
year = {2021}
}
@article{DBLP:journals/corr/abs-2103-16652,
author = {Tobias Lorenz and
Anian Ruoss and
Mislav Balunovic and
Gagandeep Singh and
Martin T. Vechev},
title = {Robustness Certification for Point Cloud Models},
journal = {CoRR},
volume = {abs/2103.16652},
year = {2021}
}
@article{DBLP:journals/corr/abs-2104-05573,
author = {Sanket Tavarageri and
Gagandeep Goyal and
Sasikanth Avancha and
Bharat Kaul and
Ramakrishna Upadrasta},
title = {{AI} Powered Compiler Techniques for {DL} Code Optimization},
journal = {CoRR},
volume = {abs/2104.05573},
year = {2021}
}
@article{DBLP:journals/corr/abs-2106-06433,
author = {Gagandeep Singh and
Mohammed Alser and
Damla Senol Cali and
Dionysios Diamantopoulos and
Juan G{\'{o}}mez{-}Luna and
Henk Corporaal and
Onur Mutlu},
title = {FPGA-based Near-Memory Acceleration of Modern Data-Intensive Applications},
journal = {CoRR},
volume = {abs/2106.06433},
year = {2021}
}
@article{DBLP:journals/corr/abs-2107-06276,
author = {Sudhir Suman and
Gagandeep Singh and
Nicole Sakla and
Rishabh Gattu and
Jeremy Green and
Tej Phatak and
Dimitris Samaras and
Prateek Prasanna},
title = {Attention based {CNN-LSTM} Network for Pulmonary Embolism Prediction
on Chest Computed Tomography Pulmonary Angiograms},
journal = {CoRR},
volume = {abs/2107.06276},
year = {2021}
}
@article{DBLP:journals/corr/abs-2107-08330,
author = {Aishik Konwer and
Joseph Bae and
Gagandeep Singh and
Rishabh Gattu and
Syed Ali and
Jeremy Green and
Tej Phatak and
Prateek Prasanna},
title = {Attention-based Multi-scale Gated Recurrent Encoder with Novel Correlation
Loss for {COVID-19} Progression Prediction},
journal = {CoRR},
volume = {abs/2107.08330},
year = {2021}
}
@article{DBLP:journals/corr/abs-2107-08716,
author = {Gagandeep Singh and
Dionysios Diamantopoulos and
Juan G{\'{o}}mez{-}Luna and
Christoph Hagleitner and
Sander Stuijk and
Henk Corporaal and
Onur Mutlu},
title = {{NERO:} Accelerating Weather Prediction using Near-Memory Reconfigurable
Fabric},
journal = {CoRR},
volume = {abs/2107.08716},
year = {2021}
}
@article{DBLP:journals/corr/abs-2109-00542,
author = {Christian Sprecher and
Marc Fischer and
Dimitar I. Dimitrov and
Gagandeep Singh and
Martin T. Vechev},
title = {Shared Certificates for Neural Network Verification},
journal = {CoRR},
volume = {abs/2109.00542},
year = {2021}
}
@article{DBLP:journals/corr/abs-2110-06961,
author = {Arvid Frydenlund and
Gagandeep Singh and
Frank Rudzicz},
title = {Language Modelling via Learning to Rank},
journal = {CoRR},
volume = {abs/2110.06961},
year = {2021}
}
@article{DBLP:journals/corr/abs-2112-14216,
author = {Alain Denzler and
Rahul Bera and
Nastaran Hajinazar and
Gagandeep Singh and
Geraldo F. Oliveira and
Juan G{\'{o}}mez{-}Luna and
Onur Mutlu},
title = {Casper: Accelerating Stencil Computation using Near-cache Processing},
journal = {CoRR},
volume = {abs/2112.14216},
year = {2021}
}
@phdthesis{DBLP:phd/basesearch/Singh20a,
author = {Gagandeep Singh},
title = {Scalable Automated Reasoning for Programs and Deep Learning},
school = {{ETH} Zurich, Z{\"{u}}rich, Switzerland},
year = {2020}
}
@article{DBLP:journals/candie/GargK20,
author = {Harish Garg and
Gagandeep Kaur},
title = {Quantifying gesture information in brain hemorrhage patients using
probabilistic dual hesitant fuzzy sets with unknown probability information},
journal = {Comput. Ind. Eng.},
volume = {140},
pages = {106211},
year = {2020}
}
@article{DBLP:journals/ficn/IsmailHSMCPSBTA20,
author = {Marwa Ismail and
Virginia B. Hill and
Volodymyr Statsevych and
Evan Mason and
Ramon Correa and
Prateek Prasanna and
Gagandeep Singh and
Kaustav Bera and
Rajat Thawani and
Manmeet Ahluwalia and
Anant Madabhushi and
Pallavi Tiwari},
title = {Can Tumor Location on Pre-treatment {MRI} Predict Likelihood of Pseudo-Progression
vs. Tumor Recurrence in Glioblastoma? - {A} Feasibility Study},
journal = {Frontiers Comput. Neurosci.},
volume = {14},
pages = {563439},
year = {2020}
}
@article{DBLP:journals/ijahuc/KaurJ20,
author = {Gagandeep Kaur and
Meenal Jain},
title = {A comparison of two blending-based ensemble techniques for network
anomaly detection in Spark distributed environment},
journal = {Int. J. Ad Hoc Ubiquitous Comput.},
volume = {35},
number = {2},
pages = {71--83},
year = {2020}
}
@article{DBLP:journals/ijhisi/KaurHV20,
author = {Gagandeep Kaur and
Abhinav Hans and
Anshu Vashisth},
title = {A Fuzzy Rule Based Expert System for Early Diagnosis of Osgood Schlatter
Disease of Knee Joint},
journal = {Int. J. Heal. Inf. Syst. Informatics},
volume = {15},
number = {2},
pages = {38--49},
year = {2020}
}
@article{DBLP:journals/ijshc/KaurK20,
author = {Rajwinder Kaur and
Gagandeep Kaur},
title = {A study on work from home in education industry due to {COVID-19}},
journal = {Int. J. Soc. Humanist. Comput.},
volume = {3},
number = {3/4},
pages = {339--358},
year = {2020}
}
@article{DBLP:journals/istr/Kaur20,
author = {Gagandeep Kaur},
title = {A comparison of two hybrid ensemble techniques for network anomaly
detection in spark distributed environment},
journal = {J. Inf. Secur. Appl.},
volume = {55},
pages = {102601},
year = {2020}
}
@article{DBLP:journals/jaihc/BholaSC20,
author = {Jyoti Bhola and
Surender Kumar Soni and
Gagandeep Kaur Cheema},
title = {Genetic algorithm based optimized leach protocol for energy efficient
wireless sensor networks},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {11},
number = {3},
pages = {1281--1288},
year = {2020}
}
@article{DBLP:journals/jksucis/KaurSG20,
author = {Gagandeep Kaur and
Vikas Saxena and
J. P. Gupta},
title = {Detection of {TCP} targeted high bandwidth attacks using self-similarity},
journal = {J. King Saud Univ. Comput. Inf. Sci.},
volume = {32},
number = {1},
pages = {35--49},
year = {2020}
}
@article{DBLP:journals/mcs/SinghSSSW20,
author = {Mehakpreet Singh and
Randhir Singh and
Sukhjit Singh and
Gagandeep Singh and
Gavin Walker},
title = {Finite volume approximation of multidimensional aggregation population
balance equation on triangular grid},
journal = {Math. Comput. Simul.},
volume = {172},
pages = {191--212},
year = {2020}
}
@article{DBLP:journals/micro/TalpesGSSVBMFJH20,
author = {Emil Talpes and
Atchyuth Gorti and
Gagandeep S. Sachdev and
Debjit Das Sarma and
Ganesh Venkataramanan and
Peter Bannon and
Bill McGee and
Benjamin Floering and
Ankit Jalote and
Christopher Hsiong and
Sahil Arora},
title = {Compute Solution for Tesla's Full Self-Driving Computer},
journal = {{IEEE} Micro},
volume = {40},
number = {2},
pages = {25--35},
year = {2020}
}
@article{DBLP:journals/nca/GargK20a,
author = {Harish Garg and
Gagandeep Kaur},
title = {A robust correlation coefficient for probabilistic dual hesitant fuzzy
sets and its applications},
journal = {Neural Comput. Appl.},
volume = {32},
number = {13},
pages = {8847--8866},
year = {2020}
}
@article{DBLP:journals/soco/GanguliKS20,
author = {Souvik Ganguli and
Gagandeep Kaur and
Prasanta Sarkar},
title = {Identification in the delta domain: a unified approach via {GWOCFA}},
journal = {Soft Comput.},
volume = {24},
number = {7},
pages = {4791--4808},
year = {2020}
}
@inproceedings{DBLP:conf/date/VadivelCBSCJC20,
author = {Kanishkan Vadivel and
Lorenzo Chelini and
Ali BanaGozar and
Gagandeep Singh and
Stefano Corda and
Roel Jordans and
Henk Corporaal},
title = {{TDO-CIM:} Transparent Detection and Offloading for Computation In-memory},
booktitle = {{DATE}},
pages = {1602--1605},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/fpl/DiamantopoulosR20,
author = {Dionysios Diamantopoulos and
Burkhard Ringlein and
Mitra Purandare and
Gagandeep Singh and
Christoph Hagleitner},
title = {Agile Autotuning of a Transprecision Tensor Accelerator Overlay for
{TVM} Compiler Stack},
booktitle = {{FPL}},
pages = {310--316},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/fpl/SinghDHGSMC20,
author = {Gagandeep Singh and
Dionysios Diamantopoulos and
Christoph Hagleitner and
Juan G{\'{o}}mez{-}Luna and
Sander Stuijk and
Onur Mutlu and
Henk Corporaal},
title = {{NERO:} {A} Near High-Bandwidth Memory Stencil Accelerator for Weather
Prediction Modeling},
booktitle = {{FPL}},
pages = {9--17},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/icccs/KukrejaARN20,
author = {Gagandeep Singh Kukreja and
Atulya Alok and
Anil Kumar Reddy and
Ruban Nersisson},
title = {IoT Based Foot Neuropathy Analysis and Remote Monitoring of Foot Pressure
and Temperature},
booktitle = {{ICCCS}},
pages = {1--6},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/icml/Dang-Nhu0BV20,
author = {Rapha{\"{e}}l Dang{-}Nhu and
Gagandeep Singh and
Pavol Bielik and
Martin T. Vechev},
title = {Adversarial Attacks on Probabilistic Autoregressive Forecasting Models},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2356--2365},
publisher = {{PMLR}},
year = {2020}
}
@inproceedings{DBLP:conf/igarss/SinghMMR20,
author = {Gagandeep Singh and
Rahul Mahadik and
William K. Mohanty and
Aurobinda Routray},
title = {Seismic Fault Analysis Using Curvature Attribute and Visual Saliency},
booktitle = {{IGARSS}},
pages = {2221--2224},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/pldi/HeSPV20,
author = {Jingxuan He and
Gagandeep Singh and
Markus P{\"{u}}schel and
Martin T. Vechev},
title = {Learning fast and precise numerical analysis},
booktitle = {{PLDI}},
pages = {1112--1127},
publisher = {{ACM}},
year = {2020}
}
@incollection{DBLP:books/sp/20/KirtiGS20,
author = {Kirti and
Gagandeep and
Anshu Singla},
title = {A Systematic Literature Survey: Development of Smart City Based on
Various Internet of Things Architectures},
booktitle = {Integration of {WSN} and IoT for Smart Cities},
pages = {65--78},
publisher = {Springer},
year = {2020}
}
@article{DBLP:journals/corr/abs-2002-02145,
author = {Sanket Tavarageri and
Alexander Heinecke and
Sasikanth Avancha and
Gagandeep Goyal and
Ramakrishna Upadrasta and
Bharat Kaul},
title = {PolyScientist: Automatic Loop Transformations Combined with Microkernels
for Optimization of Deep Learning Primitives},
journal = {CoRR},
volume = {abs/2002.02145},
year = {2020}
}
@article{DBLP:journals/corr/abs-2003-03778,
author = {Rapha{\"{e}}l Dang{-}Nhu and
Gagandeep Singh and
Pavol Bielik and
Martin T. Vechev},
title = {Adversarial Attacks on Probabilistic Autoregressive Forecasting Models},
journal = {CoRR},
volume = {abs/2003.03778},
year = {2020}
}
@article{DBLP:journals/corr/abs-2004-10854,
author = {Dionysios Diamantopoulos and
Burkhard Ringlein and
Mitra Purandare and
Gagandeep Singh and
Christoph Hagleitner},
title = {Agile Autotuning of a Transprecision Tensor Accelerator Overlay for
{TVM} Compiler Stack},
journal = {CoRR},
volume = {abs/2004.10854},
year = {2020}
}
@article{DBLP:journals/corr/abs-2005-13300,
author = {Wonryong Ryou and
Jiayu Chen and
Mislav Balunovic and
Gagandeep Singh and
Andrei Marian Dan and
Martin T. Vechev},
title = {Fast and Effective Robustness Certification for Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/2005.13300},
year = {2020}
}
@article{DBLP:journals/corr/abs-2006-02230,
author = {Sanket Tavarageri and
Alexander Heinecke and
Sasikanth Avancha and
Gagandeep Goyal and
Ramakrishna Upadrasta and
Bharat Kaul},
title = {PolyDL: Polyhedral Optimizations for Creation of High Performance
{DL} primitives},
journal = {CoRR},
volume = {abs/2006.02230},
year = {2020}
}
@article{DBLP:journals/corr/abs-2006-09483,
author = {Marwa Ismail and
Virginia B. Hill and
Volodymyr Statsevych and
Evan Mason and
Ramon Correa and
Prateek Prasanna and
Gagandeep Singh and
Kaustav Bera and
Rajat Thawani and
Anant Madabhushi and
Manmeet Ahluwalia and
Pallavi Tiwari},
title = {Can tumor location on pre-treatment {MRI} predict likelihood of pseudo-progression
versus tumor recurrence in Glioblastoma? {A} feasibility study},
journal = {CoRR},
volume = {abs/2006.09483},
year = {2020}
}
@article{DBLP:journals/corr/abs-2007-00060,
author = {Kanishkan Vadivel and
Lorenzo Chelini and
Ali BanaGozar and
Gagandeep Singh and
Stefano Corda and
Roel Jordans and
Henk Corporaal},
title = {{TDO-CIM:} Transparent Detection and Offloading for Computation In-memory},
journal = {CoRR},
volume = {abs/2007.00060},
year = {2020}
}
@article{DBLP:journals/corr/abs-2007-08028,
author = {Joseph Bae and
Saarthak Kapse and
Gagandeep Singh and
Tej Phatak and
Jeremy Green and
Nikhil Madan and
Prateek Prasanna},
title = {Predicting Mechanical Ventilation Requirement and Mortality in {COVID-19}
using Radiomics and Deep Learning on Chest Radiographs: {A} Multi-Institutional
Study},
journal = {CoRR},
volume = {abs/2007.08028},
year = {2020}
}
@article{DBLP:journals/corr/abs-2007-10868,
author = {Christoph M{\"{u}}ller and
Gagandeep Singh and
Markus P{\"{u}}schel and
Martin T. Vechev},
title = {Neural Network Robustness Verification on GPUs},
journal = {CoRR},
volume = {abs/2007.10868},
year = {2020}
}
@article{DBLP:journals/corr/abs-2007-12133,
author = {Dimitar I. Dimitrov and
Gagandeep Singh and
Timon Gehr and
Martin T. Vechev},
title = {Scalable Inference of Symbolic Adversarial Examples},
journal = {CoRR},
volume = {abs/2007.12133},
year = {2020}
}
@article{DBLP:journals/corr/abs-2009-08241,
author = {Gagandeep Singh and
Dionysios Diamantopoulos and
Christoph Hagleitner and
Juan G{\'{o}}mez{-}Luna and
Sander Stuijk and
Onur Mutlu and
Henk Corporaal},
title = {{NERO:} {A} Near High-Bandwidth Memory Stencil Accelerator for Weather
Prediction Modeling},
journal = {CoRR},
volume = {abs/2009.08241},
year = {2020}
}
@article{DBLP:journals/bdcc/Kaur0S19,
author = {Gagandeep Kaur and
Abhishek Kaushik and
Shubham Sharma},
title = {Cooking Is Creating Emotion: {A} Study on Hinglish Sentiments of Youtube
Cookery Channels Using Semi-Supervised Approach},
journal = {Big Data Cogn. Comput.},
volume = {3},
number = {3},
pages = {37},
year = {2019}
}
@article{DBLP:journals/cam/GargK19,
author = {Harish Garg and
Gagandeep Kaur},
title = {{TOPSIS} based on nonlinear-programming methodology for solving decision-making
problems under cubic intuitionistic fuzzy set environment},
journal = {Comput. Appl. Math.},
volume = {38},
number = {3},
year = {2019}
}
@article{DBLP:journals/cit/JainK19,
author = {Meenal Jain and
Gagandeep Kaur},
title = {A Study of Feature Reduction Techniques and Classification for Network
Anomaly Detection},
journal = {J. Comput. Inf. Technol.},
volume = {27},
number = {4},
pages = {1--16},
year = {2019}
}
@article{DBLP:journals/ijmmsc/SinghSS19,
author = {Gurmeet Singh and
Gurcharanjit Singh and
Gagandeep Singh},
title = {A Subclass of Bi-Univalent Functions Defined by Generalized S{\~{a}}l{\~{a}}gean
Operator Related to Shell-Like Curves Connected with Fibonacci Numbers},
journal = {Int. J. Math. Math. Sci.},
volume = {2019},
pages = {7628083:1--7628083:7},
year = {2019}
}
@article{DBLP:journals/irjocs/WasonJNB19,
author = {Ritika Wason and
Vishal Jain and
Gagandeep Singh Narula and
Anupam Balyan},
title = {Deep understanding of 3-D multimedia information retrieval on social
media: implications and challenges},
journal = {Iran J. Comput. Sci.},
volume = {2},
number = {2},
pages = {101--111},
year = {2019}
}
@article{DBLP:journals/mam/SinghCCASJCB19,
author = {Gagandeep Singh and
Lorenzo Chelini and
Stefano Corda and
Ahsan Javed Awan and
Sander Stuijk and
Roel Jordans and
Henk Corporaal and
Albert{-}Jan Boonstra},
title = {Near-memory computing: Past, present, and future},
journal = {Microprocess. Microsystems},
volume = {71},
year = {2019}
}
@article{DBLP:journals/mta/KaurKS19,
author = {Gagandeep Kaur and
Singara Singh Kasana and
Mahesh Kumar Sharma},
title = {An efficient watermarking scheme for enhanced high efficiency video
coding/h.265},
journal = {Multim. Tools Appl.},
volume = {78},
number = {9},
pages = {12537--12559},
year = {2019}
}
@article{DBLP:journals/mta/KaurKS19a,
author = {Gagandeep Kaur and
Singara Singh Kasana and
Mahesh Kumar Sharma},
title = {An efficient authentication scheme for high efficiency video coding/H.265},
journal = {Multim. Tools Appl.},
volume = {78},
number = {15},
pages = {21245--21271},
year = {2019}
}
@article{DBLP:journals/mvl/GargK19,
author = {Harish Garg and
Gagandeep Kaur},
title = {Cubic Intuitionistic Fuzzy Sets and its Fundamental Properties},
journal = {J. Multiple Valued Log. Soft Comput.},
volume = {33},
number = {6},
pages = {507--537},
year = {2019}
}
@article{DBLP:journals/nca/GanguliKS19,
author = {Souvik Ganguli and
Gagandeep Kaur and
Prasanta Sarkar},
title = {A novel hybrid metaheuristic algorithm for model order reduction in
the delta domain: a unified approach},
journal = {Neural Comput. Appl.},
volume = {31},
number = {10},
pages = {6207--6221},
year = {2019}
}
@article{DBLP:journals/pacmpl/SinghGPV19,
author = {Gagandeep Singh and
Timon Gehr and
Markus P{\"{u}}schel and
Martin T. Vechev},
title = {An abstract domain for certifying neural networks},
journal = {Proc. {ACM} Program. Lang.},
volume = {3},
number = {{POPL}},
pages = {41:1--41:30},
year = {2019}
}
@article{DBLP:journals/ploscb/LewnardLPBBCSGR19,
author = {Joseph A. Lewnard and
Benjamin A. Lopman and
Umesh D. Parashar and
Aisleen Bennett and
Naor Bar{-}Zeev and
Nigel A. Cunliffe and
Prasanna Samuel and
M. Lourdes Guerrero and
Guillermo Ruiz{-}Palacios and
Gagandeep Kang and
Virginia E. Pitzer},
title = {Heterogeneous susceptibility to rotavirus infection and gastroenteritis
in two birth cohort studies: Parameter estimation and epidemiological
implications},
journal = {PLoS Comput. Biol.},
volume = {15},
number = {7},
year = {2019}
}
@article{DBLP:journals/soco/GanguliKS19,
author = {Souvik Ganguli and
Gagandeep Kaur and
Prasanta Sarkar},
title = {A hybrid intelligent technique for model order reduction in the delta
domain: a unified approach},
journal = {Soft Comput.},
volume = {23},
number = {13},
pages = {4801--4814},
year = {2019}
}
@inproceedings{DBLP:conf/cloudcom/Thirunavukkarasu19,
author = {Sudershan Lakshmanan Thirunavukkarasu and
Mengyuan Zhang and
Alaa Oqaily and
Gagandeep Singh Chawla and
Lingyu Wang and
Makan Pourzandi and
Mourad Debbabi},
title = {Modeling {NFV} Deployment to Identify the Cross-Level Inconsistency
Vulnerabilities},
booktitle = {CloudCom},
pages = {167--174},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/dac/SinghGMOCSMC19,
author = {Gagandeep Singh and
Juan G{\'{o}}mez{-}Luna and
Giovanni Mariani and
Geraldo F. Oliveira and
Stefano Corda and
Sander Stuijk and
Onur Mutlu and
Henk Corporaal},
title = {{NAPEL:} Near-Memory Computing Application Performance Prediction
via Ensemble Learning},
booktitle = {{DAC}},
pages = {27},
publisher = {{ACM}},
year = {2019}
}
@inproceedings{DBLP:conf/date/LunterenLDAHCCS19,
author = {Jan van Lunteren and
Ronald P. Luijten and
Dionysios Diamantopoulos and
Florian Auernhammer and
Christoph Hagleitner and
Lorenzo Chelini and
Stefano Corda and
Gagandeep Singh},
title = {Coherently Attached Programmable Near-Memory Acceleration Platform
and its application to Stencil Processing},
booktitle = {{DATE}},
pages = {668--673},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/dsd/CordaSAJC19,
author = {Stefano Corda and
Gagandeep Singh and
Ahsan Javed Awan and
Roel Jordans and
Henk Corporaal},
title = {Platform Independent Software Analysis for Near Memory Computing},
booktitle = {{DSD}},
pages = {606--609},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/educon/BansalGCMVCK19,
author = {Dipali Bansal and
Naresh Grover and
Romika Choudhary and
Rashima Mahajan and
Ashish Vats and
Ila Chaudhary and
Gagandeep Kaur},
title = {A Holistic Approach to Assess Learning Outcome Attainment Levels for
Engineering Programs},
booktitle = {{EDUCON}},
pages = {1285--1293},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/fpl/SinghDHSC19,
author = {Gagandeep Singh and
Dionysios Diamantopoulos and
Christoph Hagleitner and
Sander Stuijk and
Henk Corporaal},
title = {{NARMADA:} Near-Memory Horizontal Diffusion Accelerator for Scalable
Stencil Computations},
booktitle = {{FPL}},
pages = {263--269},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/ic3/SharmaK19a,
author = {Mradula Sharma and
Gagandeep Kaur},
title = {Providing Low Cost IoT Enabled Security Solutions for High Intensity
Regions},
booktitle = {{IC3}},
pages = {1--7},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/iclr/SinghGPV19,
author = {Gagandeep Singh and
Timon Gehr and
Markus P{\"{u}}schel and
Martin T. Vechev},
title = {Boosting Robustness Certification of Neural Networks},
booktitle = {{ICLR} (Poster)},
publisher = {OpenReview.net},
year = {2019}
}
@inproceedings{DBLP:conf/micro/PanwarZPDDRJ19,
author = {Gagandeep Panwar and
Da Zhang and
Yihan Pang and
Mai Dahshan and
Nathan DeBardeleben and
Binoy Ravindran and
Xun Jian},
title = {Quantifying Memory Underutilization in {HPC} Systems and Using it
to Improve Performance via Architecture Support},
booktitle = {{MICRO}},
pages = {821--835},
publisher = {{ACM}},
year = {2019}
}
@inproceedings{DBLP:conf/nips/BalunovicBSGV19,
author = {Mislav Balunovic and
Maximilian Baader and
Gagandeep Singh and
Timon Gehr and
Martin T. Vechev},
title = {Certifying Geometric Robustness of Neural Networks},
booktitle = {NeurIPS},
pages = {15287--15297},
year = {2019}
}
@inproceedings{DBLP:conf/nips/SinghGPV19,
author = {Gagandeep Singh and
Rupanshu Ganvir and
Markus P{\"{u}}schel and
Martin T. Vechev},
title = {Beyond the Single Neuron Convex Barrier for Neural Network Certification},
booktitle = {NeurIPS},
pages = {15072--15083},
year = {2019}
}
@inproceedings{DBLP:conf/samos/SinghDSHC19,
author = {Gagandeep Singh and
Dionysios Diamantopoulos and
Sander Stuijk and
Christoph Hagleitner and
Henk Corporaal},
title = {Low Precision Processing for High Order Stencil Computations},
booktitle = {{SAMOS}},
series = {Lecture Notes in Computer Science},
volume = {11733},
pages = {403--415},
publisher = {Springer},
year = {2019}
}
@inproceedings{DBLP:conf/scopes/CordaSAJC19,
author = {Stefano Corda and
Gagandeep Singh and
Ahsan Javed Awan and
Roel Jordans and
Henk Corporaal},
title = {Memory and Parallelism Analysis Using a Platform-Independent Approach},
booktitle = {{SCOPES}},
pages = {23--26},
publisher = {{ACM}},
year = {2019}
}
@article{DBLP:journals/corr/abs-1903-12519,
author = {Matthew Mirman and
Gagandeep Singh and
Martin T. Vechev},
title = {A Provable Defense for Deep Residual Networks},
journal = {CoRR},
volume = {abs/1903.12519},
year = {2019}
}
@article{DBLP:journals/corr/abs-1904-08762,
author = {Stefano Corda and
Gagandeep Singh and
Ahsan Javed Awan and
Roel Jordans and
Henk Corporaal},
title = {Memory and Parallelism Analysis Using a Platform-Independent Approach},
journal = {CoRR},
volume = {abs/1904.08762},
year = {2019}
}
@article{DBLP:journals/corr/abs-1906-10037,
author = {Stefano Corda and
Gagandeep Singh and
Ahsan Javed Awan and
Roel Jordans and
Henk Corporaal},
title = {Platform Independent Software Analysis for Near Memory Computing},
journal = {CoRR},
volume = {abs/1906.10037},
year = {2019}
}
@article{DBLP:journals/corr/abs-1908-02640,
author = {Gagandeep Singh and
Lorenzo Chelini and
Stefano Corda and
Ahsan Javed Awan and
Sander Stuijk and
Roel Jordans and
Henk Corporaal and
Albert{-}Jan Boonstra},
title = {Near-Memory Computing: Past, Present, and Future},
journal = {CoRR},
volume = {abs/1908.02640},
year = {2019}
}
@article{DBLP:journals/candc/SinghSVMA18,
author = {Gagandeep Singh and
Amanjot Singh and
Raman K. Verma and
Rajiv Mall and
Uzma Azeem},
title = {Synthesis, biological evaluation and molecular docking studies of
novel benzimidazole derivatives},
journal = {Comput. Biol. Chem.},
volume = {72},
pages = {45--52},
year = {2018}
}
@article{DBLP:journals/dase/KesarwaniKSDH18,
author = {Manish Kesarwani and
Akshar Kaul and
Gagandeep Singh and
Prasad M. Deshpande and
Jayant R. Haritsa},
title = {Collusion-Resistant Processing of {SQL} Range Predicates},
journal = {Data Sci. Eng.},
volume = {3},
number = {4},
pages = {323--340},
year = {2018}
}
@article{DBLP:journals/entropy/KaurG18,
author = {Gagandeep Kaur and
Harish Garg},
title = {Multi-Attribute Decision-Making Based on Bonferroni Mean Operators
under Cubic Intuitionistic Fuzzy Set Environment},
journal = {Entropy},
volume = {20},
number = {1},
pages = {65},
year = {2018}
}
@article{DBLP:journals/jcise/AmetaSDS18,
author = {Gaurav Ameta and
Gagandeep Singh and
Joseph K. Davidson and
Jami J. Shah},
title = {Tolerance-Maps to Model Composite Positional Tolerancing for Patterns
of Features},
journal = {J. Comput. Inf. Sci. Eng.},
volume = {18},
number = {3},
year = {2018}
}
@article{DBLP:journals/nca/BalasundaramB18,
author = {S. Balasundaram and
Gagandeep Benipal},
title = {On a new approach for Lagrangian support vector regression},
journal = {Neural Comput. Appl.},
volume = {29},
number = {9},
pages = {533--551},
year = {2018}
}
@article{DBLP:journals/pacmpl/SinghPV18,
author = {Gagandeep Singh and
Markus P{\"{u}}schel and
Martin T. Vechev},
title = {A practical construction for decomposing numerical abstract domains},
journal = {Proc. {ACM} Program. Lang.},
volume = {2},
number = {{POPL}},
pages = {55:1--55:28},
year = {2018}
}
@inproceedings{DBLP:conf/IEEEcloud/SinghKM18,
author = {Gagandeep Singh and
Akshar Kaul and
Sameep Mehta},
title = {Secure k-NN as a Service over Encrypted Data in Multi-User Setting},
booktitle = {{IEEE} {CLOUD}},
pages = {154--161},
publisher = {{IEEE} Computer Society},
year = {2018}
}
@inproceedings{DBLP:conf/cav/SinghPV18,
author = {Gagandeep Singh and
Markus P{\"{u}}schel and
Martin T. Vechev},
title = {Fast Numerical Program Analysis with Reinforcement Learning},
booktitle = {{CAV} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {10981},
pages = {211--229},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/dasfaa/KesarwaniKSDH18,
author = {Manish Kesarwani and
Akshar Kaul and
Gagandeep Singh and
Prasad M. Deshpande and
Jayant R. Haritsa},
title = {Collusion-Resistant Processing of {SQL} Range Predicates},
booktitle = {{DASFAA} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {10828},
pages = {211--227},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/dsd/SinghCCASJCB18,
author = {Gagandeep Singh and
Lorenzo Chelini and
Stefano Corda and
Ahsan Javed Awan and
Sander Stuijk and
Roel Jordans and
Henk Corporaal and
Albert{-}Jan Boonstra},
title = {A Review of Near-Memory Computing Architectures: Opportunities and
Challenges},
booktitle = {{DSD}},
pages = {608--617},
publisher = {{IEEE} Computer Society},
year = {2018}
}
@inproceedings{DBLP:conf/edbt/KesarwaniKNPSMM18,
author = {Manish Kesarwani and
Akshar Kaul and
Prasad Naldurg and
Sikhar Patranabis and
Gagandeep Singh and
Sameep Mehta and
Debdeep Mukhopadhyay},
title = {Efficient Secure k-Nearest Neighbours over Encrypted Data},
booktitle = {{EDBT}},
pages = {564--575},
publisher = {OpenProceedings.org},
year = {2018}
}
@inproceedings{DBLP:conf/ic3/Kaur18,
author = {Gagandeep Kaur},
title = {A Novel Distributed Machine Learning Framework for Semi-Supervised
Detection of Botnet Attacks},
booktitle = {{IC3}},
pages = {1--7},
publisher = {{IEEE} Computer Society},
year = {2018}
}
@inproceedings{DBLP:conf/icacci/PandeyK18,
author = {Saumya Pandey and
Gagandeep Kaur},
title = {Curious to Click It?-Identifying Clickbait using Deep Learning and
Evolutionary Algorithm},
booktitle = {{ICACCI}},
pages = {1481--1487},
publisher = {{IEEE}},
year = {2018}
}
@inproceedings{DBLP:conf/nips/SinghGMPV18,
author = {Gagandeep Singh and
Timon Gehr and
Matthew Mirman and
Markus P{\"{u}}schel and
Martin T. Vechev},
title = {Fast and Effective Robustness Certification},
booktitle = {NeurIPS},
pages = {10825--10836},
year = {2018}
}
@inproceedings{DBLP:conf/qrs/JaafarSZ18,
author = {Fehmi Jaafar and
Gagandeep Singh and
Pavol Zavarsky},
title = {An Analysis of Android Malware Behavior},
booktitle = {{QRS} Companion},
pages = {505--512},
publisher = {{IEEE}},
year = {2018}
}
@article{DBLP:journals/corr/abs-1801-04725,
author = {Gagandeep Singh and
Akshar Kaul and
Sameep Mehta},
title = {Secure k-NN as a Service Over Encrypted Data in Multi-User Setting},
journal = {CoRR},
volume = {abs/1801.04725},
year = {2018}
}
@article{DBLP:journals/frma/ScrivnerSBHFLB17,
author = {Olga Scrivner and
Gagandeep Singh and
Sara E. Bouchard and
Scott C. Hutcheson and
Ben Fulton and
Matthew R. Link and
Katy B{\"{o}}rner},
title = {{XD} Metrics on Demand Value Analytics: Visualizing the Impact of
Internal Information Technology Investments on External Funding, Publications,
and Collaboration Networks},
journal = {Frontiers Res. Metrics Anal.},
volume = {2},
pages = {10},
year = {2017}
}
@article{DBLP:journals/wpc/DhodSSK17,
author = {Rahul Dhod and
Gurmohan Singh and
Gagandeep Singh and
Manjit Kaur},
title = {Low Cost {GPS} and {GSM} Based Navigational Aid for Visually Impaired
People},
journal = {Wirel. Pers. Commun.},
volume = {92},
number = {4},
pages = {1575--1589},
year = {2017}
}
@article{DBLP:journals/wpc/KaurRJ17,
author = {Gagandeep Kaur and
Munish Rattan and
Chahat Jain},
title = {Optimization of Swastika Slotted Fractal Antenna using Genetic Algorithm
and Bat Algorithm for S-band Utilities},
journal = {Wirel. Pers. Commun.},
volume = {97},
number = {1},
pages = {95--107},
year = {2017}
}
@article{DBLP:journals/wpc/KaurRJ17a,
author = {Gagandeep Kaur and
Munish Rattan and
Chahat Jain},
title = {Design and Optimization of {PSI} ({\(\Psi\)}) Slotted Fractal Antenna
Using {ANN} and {GA} for Multiband Applications},
journal = {Wirel. Pers. Commun.},
volume = {97},
number = {3},
pages = {4573--4585},
year = {2017}
}
@inproceedings{DBLP:conf/gbcic/KaurRBS17,
author = {Gagandeep Kaur and
Nandani Roma and
Bishakh Bhattacharya and
Pradip Sircar},
title = {Feature Extraction of Event Related potential based on Time and frequency
Domain Analysis},
booktitle = {{GBCIC}},
publisher = {Verlag der Technischen Universitaet Graz},
year = {2017}
}
@inproceedings{DBLP:conf/ic3/PandeyJBKK17,
author = {Saumya Pandey and
Nikita Jain and
Aditi Bhardwaj and
Gagandeep Kaur and
Vimal Kumar},
title = {Reach360: {A} comprehensive safety solution},
booktitle = {{IC3}},
pages = {1--3},
publisher = {{IEEE} Computer Society},
year = {2017}
}
@inproceedings{DBLP:conf/isda/AgarwalSK17,
author = {Palak Agarwal and
Mahak Sharma and
Gagandeep Kaur},
title = {Content-Based Classification Approach for Video-Spam Identification},
booktitle = {{ISDA}},
series = {Advances in Intelligent Systems and Computing},
volume = {736},
pages = {231--242},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/miccai/PrasannaMBPSPMT17,
author = {Prateek Prasanna and
Jhimli Mitra and
Niha G. Beig and
Sasan Partovi and
Gagandeep Singh and
Marco Pinho and
Anant Madabhushi and
Pallavi Tiwari},
title = {Radiographic-Deformation and Textural Heterogeneity (r-DepTH): An
Integrated Descriptor for Brain Tumor Prognosis},
booktitle = {{MICCAI} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {10434},
pages = {459--467},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/popl/SinghPV17,
author = {Gagandeep Singh and
Markus P{\"{u}}schel and
Martin T. Vechev},
title = {Fast polyhedra abstract domain},
booktitle = {{POPL}},
pages = {46--59},
publisher = {{ACM}},
year = {2017}
}
@inproceedings{DBLP:conf/rice/KaurM17,
author = {Gagandeep Kaur and
Vinod Kumar Mishra},
title = {Performance Enhancement Heterogeneous Based {EECP} for Bandwidth Utilization},
booktitle = {{RICE}},
series = {Annals of Computer Science and Information Systems},
volume = {10},
pages = {207--215},
year = {2017}
}
@article{DBLP:journals/corr/NarulaJ17,
author = {Gagandeep Singh Narula and
Vishal Jain},
title = {Improving Statistical Multimedia Information Retrieval Model by using
Ontology},
journal = {CoRR},
volume = {abs/1703.07381},
year = {2017}
}
@article{DBLP:journals/jap/SinghGC16,
author = {Gagandeep Singh and
U. C. Gupta and
Mohan L. Chaudhry},
title = {Detailed computational analysis of queueing-time distributions of
the {BMAP/G/1} queue using roots},
journal = {J. Appl. Probab.},
volume = {53},
number = {4},
pages = {1078--1097},
year = {2016}
}
@article{DBLP:journals/pe/GuptaSC16,
author = {U. C. Gupta and
Gagandeep Singh and
M. L. Chaudhry},
title = {An alternative method for computing system-length distributions of
{BMAP/R/1} and {BMAP/D/1} queues using roots},
journal = {Perform. Evaluation},
volume = {95},
pages = {60--79},
year = {2016}
}
@inproceedings{DBLP:conf/ictcs2/SinghK16,
author = {Gagandeep Singh and
Sandeep Kad},
title = {Comparative Study of Watermarking an Image Using {GA} and {BFO} with
{GA} and {HBO} Technique},
booktitle = {{ICTCS}},
pages = {5:1--5:5},
year = {2016}
}
@article{DBLP:journals/twc/DasMS15,
author = {Priyanka Das and
Neelesh B. Mehta and
Gagandeep Singh},
title = {Novel Relay Selection Rules for Average Interference-Constrained Cognitive
{AF} Relay Networks},
journal = {{IEEE} Trans. Wirel. Commun.},
volume = {14},
number = {8},
pages = {4304--4315},
year = {2015}
}
@inproceedings{DBLP:conf/IEEEicics/ShankarSBZ15,
author = {G. Barath Shankar and
Gagandeep Singh and
Sanjay K. Bose and
Wen{-}De Zhong},
title = {Multicasting in wireless neworks using rateless codes and opportunistic
routing},
booktitle = {{ICICS}},
pages = {1--5},
publisher = {{IEEE}},
year = {2015}
}
@inproceedings{DBLP:conf/icacci/KaurK15,
author = {Gagandeep Kaur and
Arvinder Kaur},
title = {A key based security mechanism for payment status in cloud service
access control system},
booktitle = {{ICACCI}},
pages = {656--661},
publisher = {{IEEE}},
year = {2015}
}
@inproceedings{DBLP:conf/pldi/SinghPV15,
author = {Gagandeep Singh and
Markus P{\"{u}}schel and
Martin T. Vechev},
title = {Making numerical program analysis fast},
booktitle = {{PLDI}},
pages = {303--313},
publisher = {{ACM}},
year = {2015}
}
@article{DBLP:journals/ijcm/SinghGC14,
author = {Gagandeep Singh and
U. C. Gupta and
Mohan L. Chaudhry},
title = {Analysis of queueing-time distributions for MAP/D\({}_{\mbox{\emph{N}}}\)/1
queue},
journal = {Int. J. Comput. Math.},
volume = {91},
number = {9},
pages = {1911--1930},
year = {2014}
}
@article{DBLP:journals/ijict/KaurSG14,
author = {Gagandeep Kaur and
Vikas Saxena and
J. P. Gupta},
title = {A multi scale approach to distinguish flash crowds from PDDoS attacks},
journal = {Int. J. Inf. Commun. Technol.},
volume = {6},
number = {2},
pages = {213--238},
year = {2014}
}
@inproceedings{DBLP:conf/compute/SinghSBK14,
author = {Gagandeep Singh and
Manish Shukla and
Prabhakar Bhimalapuram and
Kishore Kothapalli},
title = {Implementation of Kirchhoff-Helmholtz transform on {GPU} for use in
digital in-line holographic microscopy},
booktitle = {{COMPUTE}},
pages = {9:1--9:9},
publisher = {{ACM}},
year = {2014}
}
@inproceedings{DBLP:conf/icdse/SinghKK14,
author = {Gurpreet Singh and
Gagandeep Kaur and
Vineet Kumar},
title = {{ECG} denoising using adaptive selection of IMFs through {EMD} and
{EEMD}},
booktitle = {{ICDSE}},
pages = {228--231},
publisher = {{IEEE}},
year = {2014}
}
@inproceedings{DBLP:conf/socpros/Singh14,
author = {Gagandeep Singh},
title = {Demonstration of Improved Performance of a 4-Level {DSEP} to Enhance
the Efficiency in Heterogeneous Wireless Sensor Networks},
booktitle = {SocProS {(1)}},
series = {Advances in Intelligent Systems and Computing},
volume = {335},
pages = {489--497},
publisher = {Springer},
year = {2014}
}
@article{DBLP:journals/corr/SinghJ14,
author = {Gagandeep Singh Narula and
Vishal Jain},
title = {Information Retrieval {(IR)} through Semantic Web {(SW):} An Overview},
journal = {CoRR},
volume = {abs/1403.7162},
year = {2014}
}
@article{DBLP:journals/sigsoft/Singh13,
author = {Gagandeep Singh},
title = {Metrics for measuring the quality of object-oriented software},
journal = {{ACM} {SIGSOFT} Softw. Eng. Notes},
volume = {38},
number = {5},
pages = {1--5},
year = {2013}
}
@article{DBLP:journals/sigsoft/SinghS13,
author = {Gagandeep Singh and
Hardeep Singh},
title = {Effect of software evolution on metrics and applicability of Lehman's
laws of software evolution},
journal = {{ACM} {SIGSOFT} Softw. Eng. Notes},
volume = {38},
number = {1},
pages = {1--7},
year = {2013}
}
@inproceedings{DBLP:conf/apchi/BachhalS13,
author = {Gagandeep Singh Bachhal and
Amanjot Kaur Sandhu},
title = {Remote patient health alert system},
booktitle = {{APCHI}},
pages = {167--173},
publisher = {{ACM}},
year = {2013}
}
@inproceedings{DBLP:conf/embc/MolinariGPMSALK13,
author = {Filippo Molinari and
Vipin Gupta and
Poornima Prabhakaran and
Kristen M. Meiburger and
Luca Saba and
U. Rajendra Acharya and
Giuseppe Ledda and
K. V. Radha Krishna and
Gagandeep Kaur Walia and
Sanjay Kinra and
Andrew Nicolaides and
Shah Ebrahim and
Jasjit S. Suri},
title = {Automated {IMT} estimation and {BMI} correlation using a low-quality
carotid ultrasound image database from India},
booktitle = {{EMBC}},
pages = {3343--3346},
publisher = {{IEEE}},
year = {2013}
}
@inproceedings{DBLP:conf/ic3/KaurVJ13,
author = {Gagandeep Kaur and
Suyash Varma and
Arpit Jain},
title = {A novel statistical technique for detection of DDoS attacks in {KDD}
dataset},
booktitle = {{IC3}},
pages = {393--398},
publisher = {{IEEE}},
year = {2013}
}
@inproceedings{DBLP:conf/socpros/SinghSS13,
author = {Gagandeep Singh and
H. P. Singh and
Anurag Sharma},
title = {Comparative Analysis of Energy Efficient Protocols for Prolonged Life
of Wireless Sensor Network},
booktitle = {SocProS {(2)}},
series = {Advances in Intelligent Systems and Computing},
volume = {259},
pages = {75--85},
publisher = {Springer},
year = {2013}
}
@article{DBLP:journals/pe/SinghCG12,
author = {Gagandeep Singh and
M. L. Chaudhry and
U. C. Gupta},
title = {Computing system-time and system-length distributions for {MAP/D/1}
queue using distributional Little's law},
journal = {Perform. Evaluation},
volume = {69},
number = {2},
pages = {102--118},
year = {2012}
}
@inproceedings{DBLP:conf/ic3/GagandeepS12,
author = {Gagandeep and
Gurdeepak Singh},
title = {An Automated Metamorphic Testing Technique for Designing Effective
Metamorphic Relations},
booktitle = {{IC3}},
series = {Communications in Computer and Information Science},
volume = {306},
pages = {152--163},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/ic3/KaurSG12,
author = {Gagandeep Kaur and
Vikas Saxena and
J. P. Gupta},
title = {DDoS Detection with Daubechies},
booktitle = {{IC3}},
series = {Communications in Computer and Information Science},
volume = {306},
pages = {395--406},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/icacci/KaurK12,
author = {Gagandeep Kaur and
Mohammad Ayoub Khan},
title = {Current differencing buffered amplifier an active element: a review
of recent developments},
booktitle = {{ICACCI}},
pages = {232--236},
publisher = {{ACM}},
year = {2012}
}
@inproceedings{DBLP:conf/IEEEpact/SachdevSHB11,
author = {Gagandeep S. Sachdev and
Kshitij Sudan and
Mary W. Hall and
Rajeev Balasubramonian},
title = {Understanding the Behavior of Pthread Applications on Non-Uniform
Cache Architectures},
booktitle = {{PACT}},
pages = {175--176},
publisher = {{IEEE} Computer Society},
year = {2011}
}
@inproceedings{DBLP:conf/ccece/GrolingerCSG11,
author = {Katarina Grolinger and
Miriam A. M. Capretz and
Adam Shypanski and
Gagandeep S. Gill},
title = {Federated critical infrastructure simulators: Towards ontologies for
support of collaboration},
booktitle = {{CCECE}},
pages = {1503--1506},
publisher = {{IEEE}},
year = {2011}
}
@inproceedings{DBLP:conf/icistm/BatraS11,
author = {Gagandeep Batra and
Jyotsna Sengupta},
title = {An Efficient Metamorphic Testing Technique Using Genetic Algorithm},
booktitle = {{ICISTM}},
series = {Communications in Computer and Information Science},
volume = {141},
pages = {180--188},
publisher = {Springer},
year = {2011}
}
@inproceedings{DBLP:conf/icistm/BatraAS09,
author = {Gagandeep Batra and
Yogesh Kumar Arora and
Jyotsna Sengupta},
title = {Model-Based Software Regression Testing for Software Components},
booktitle = {{ICISTM}},
series = {Communications in Computer and Information Science},
volume = {31},
pages = {138--149},
publisher = {Springer},
year = {2009}
}
@article{DBLP:journals/ubiquity/GabraniBBG08,
author = {Goldie Gabrani and
Preeti Bhargava and
Bhawana Bhawana and
Gagandeep S. Gill},
title = {Use of genetic algorithms for Indian music mixing},
journal = {Ubiquity},
volume = {2008},
number = {March},
pages = {5:1--5:10},
year = {2008}
}
@inproceedings{DBLP:conf/dac/HaldarSPDG08,
author = {Malay Haldar and
Gagandeep Singh and
Saurabh Prabhakar and
Basant Dwivedi and
Antara Ghosh},
title = {Construction of concrete verification models from {C++}},
booktitle = {{DAC}},
pages = {942--947},
publisher = {{ACM}},
year = {2008}
}
@inproceedings{DBLP:conf/date/GargMK08,
author = {Rajesh Garg and
Gagandeep Mallarapu and
Sunil P. Khatri},
title = {A Single-supply True Voltage Level Shifter},
booktitle = {{DATE}},
pages = {979--984},
publisher = {{ACM}},
year = {2008}
}
@inproceedings{DBLP:conf/icetet/KaurR08,
author = {Gagandeep Kaur and
Vikesh Raj},
title = {Multirate Digital Signal Processing for Software Defined Radio {(SDR)}
Technology},
booktitle = {{ICETET}},
pages = {110--115},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@article{DBLP:journals/cmpb/McKennaBKR07,
author = {Thomas M. McKenna and
Gagandeep Bawa and
Kamal Kumar and
Jaques Reifman},
title = {The physiology analysis system: An integrated approach for warehousing,
management and analysis of time-series physiology data},
journal = {Comput. Methods Programs Biomed.},
volume = {86},
number = {1},
pages = {62--72},
year = {2007}
}
@inproceedings{DBLP:conf/imecs/SinghS07,
author = {Gagandeep Singh and
Yaduvir Singh},
title = {Non-linear Behaviour Compensation and Optimal Control of {SCR} Using
Fuzzy Logic Controller Assisted by Genetic Algorithm: {A} Case Study},
booktitle = {{IMECS}},
series = {Lecture Notes in Engineering and Computer Science},
pages = {1542--1547},
publisher = {Newswood Limited},
year = {2007}
}
@inproceedings{DBLP:conf/grc/KaurCS05,
author = {Gagandeep Kaur and
Ashutosh Chauhan and
P. V. Subramanyam},
title = {Fuzzy logic based temperature controller},
booktitle = {GrC},
pages = {492--495},
publisher = {{IEEE}},
year = {2005}
}
@article{DBLP:journals/nar/KhatriBBD04,
author = {Purvesh Khatri and
Pratik Bhavsar and
Gagandeep Bawa and
Sorin Draghici},
title = {Onto-Tools: an ensemble of web-accessible, ontology-based tools for
the functional design and interpretation of high-throughput gene expression
experiments},
journal = {Nucleic Acids Res.},
volume = {32},
number = {Web-Server-Issue},
pages = {449--456},
year = {2004}
}
@inproceedings{DBLP:conf/delta/SandhaSON04,
author = {Gagandeep S. Sandha and
Pawan K. Singh and
Neha Oberoi and
D. Nagchoudhuri},
title = {Phase Correlations in Human {EEG} Signal: {A} Case Study},
booktitle = {{DELTA}},
pages = {41--46},
publisher = {{IEEE} Computer Society},
year = {2004}
}
@inproceedings{DBLP:conf/vlsid/SandhaSKN04,
author = {Gagandeep S. Sandha and
Pawan K. Singh and
C. Pradeep Kumar and
D. Nagchoudhuri},
title = {Quantitative Model for Thermal Behaviour of an Analog Integrated Circuit},
booktitle = {{VLSI} Design},
pages = {623--626},
publisher = {{IEEE} Computer Society},
year = {2004}
}
@inproceedings{DBLP:conf/iros/SpongB03,
author = {Mark W. Spong and
Gagandeep Bhatia},
title = {Further results on control of the compass gait biped},
booktitle = {{IROS}},
pages = {1933--1938},
publisher = {{IEEE}},
year = {2003}
}
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