Saurabh Agarwal

According to our database, Saurabh Agarwal authored at least 57 papers between 2000 and 2024.

Collaborative distances:

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

2024

CNN-O-ELMNet: Optimized Lightweight and Generalized Model for Lung Disease Classification and Severity Assessment.

Saurabh Agarwal, K. V. Arya, Yogesh Kumar Meena

IEEE Trans. Medical Imaging, December, 2024

A systematic scrutiny of artificial intelligence-based air pollution prediction techniques, challenges, and viable solutions.

Meenakshi Malhotra, Savita Walia, Chia-Chen Lin, Inderdeep Kaur Aulakh, Saurabh Agarwal

J. Big Data, December, 2024

MultiFusionNet: multilayer multimodal fusion of deep neural networks for chest X-ray image classification.

Saurabh Agarwal, K. V. Arya, Yogesh Kumar Meena

Soft Comput., October, 2024

Image operator forensics and sequence estimation using robust deep neural network.

Saurabh Agarwal, Ki-Hyun Jung

Multim. Tools Appl., May, 2024

Forensic analysis and detection using polycolor model binary pattern for colorized images.

Saurabh Agarwal, Ki-Hyun Jung

Multim. Tools Appl., April, 2024

Integration of Edge-AI Into IoT-Cloud Architecture for Landslide Monitoring and Prediction.

Amrita Joshi, Saurabh Agarwal, Debi Prasanna Kanungo, Rajib Kumar Panigrahi

IEEE Trans. Ind. Informatics, March, 2024

Digital image steganalysis using entropy driven deep neural network.

Saurabh Agarwal, Ki-Hyun Jung

J. Inf. Secur. Appl., 2024

Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition.

Zheyang Xiong, Ziyang Cai, John Cooper, Albert Ge, Vasilis Papageorgiou, Zack Sifakis, Angeliki Giannou, Ziqian Lin, Liu Yang, Saurabh Agarwal, Grigorios G. Chrysos, Samet Oymak, Kangwook Lee, Dimitris Papailiopoulos

CoRR, 2024

Decoding Speculative Decoding.

Minghao Yan, Saurabh Agarwal, Shivaram Venkataraman

CoRR, 2024

A Dynamic and Incremental Graphical Grid Authentication Technique for Mobile and Web Applications.

Jiaming Gong, Noah Oluwatobi Akande, Chia-Chen Lin, Saurabh Agarwal

IEEE Access, 2024

Enhancing User Trust and Interpretability in AI-Driven Feature Request Detection for Mobile App Reviews: An Explainable Approach.

Ishaya Peni Gambo, Rhodes Massenon, Chia-Chen Lin, Roseline Oluwaseun Ogundokun, Saurabh Agarwal, Wooguil Pak

IEEE Access, 2024

A Fast and Efficient 191-bit Elliptic Curve Cryptographic Processor Using a Hybrid Karatsuba Multiplier for IoT Applications.

Sumit Singh Dhanda, Brahmjit Singh, Chia-Chen Lin, Poonam Jindal, Deepak Panwar, Tarun Kumar Sharma, Saurabh Agarwal, Wooguil Pak

IEEE Access, 2024

CHAI: Clustered Head Attention for Efficient LLM Inference.

Saurabh Agarwal, Bilge Acun, Basil Hosmer, Mostafa Elhoushi, Yejin Lee, Shivaram Venkataraman, Dimitris Papailiopoulos, Carole-Jean Wu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Blox: A Modular Toolkit for Deep Learning Schedulers.

Saurabh Agarwal, Amar Phanishayee, Shivaram Venkataraman

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding.

Mostafa Elhoushi, Akshat Shrivastava, Diana Liskovich, Basil Hosmer, Bram Wasti, Liangzhen Lai, Anas Mahmoud, Bilge Acun, Saurabh Agarwal, Ahmed Roman, Ahmed A Aly, Beidi Chen, Carole-Jean Wu

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Exploring Symmetry in Digital Image Forensics Using a Lightweight Deep-Learning Hybrid Model for Multiple Smoothing Operators.

Saurabh Agarwal, Ki-Hyun Jung

Symmetry, December, 2023

Detecting Images in Two-Operator Series Manipulation: A Novel Approach Using Transposed Convolution and Information Fusion.

Saurabh Agarwal, Dae-Jea Cho, Ki-Hyun Jung

Symmetry, October, 2023

Reversible data hiding in encrypted image using two-pass pixel value ordering.

Arun Kumar Rai, Hari Om, Satish Chand, Saurabh Agarwal

J. Inf. Secur. Appl., August, 2023

Median filtering detection using optimal multi-direction threshold on higher-order difference pixels.

Saurabh Agarwal, Ki-Hyun Jung

Multim. Tools Appl., 2023

FakedBits- Detecting Fake Information on Social Platforms using Multi-Modal Features.

Dilip Kumar Sharma, Bhuvanesh Singh, Saurabh Agarwal, Hyunsung Kim, Raj Sharma

KSII Trans. Internet Inf. Syst., 2023

Bagpipe: Accelerating Deep Recommendation Model Training.

Saurabh Agarwal, Chengpo Yan, Ziyi Zhang, Shivaram Venkataraman

Proceedings of the 29th Symposium on Operating Systems Principles, 2023

Cuttlefish: Low-Rank Model Training without All the Tuning.

Hongyi Wang, Saurabh Agarwal, Pongsakorn U.-Chupala, Yoshiki Tanaka, Eric P. Xing, Dimitris Papailiopoulos

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

2022

Using XAI for Deep Learning-Based Image Manipulation Detection with Shapley Additive Explanation.

Savita Walia, Krishan Kumar, Saurabh Agarwal, Hyunsung Kim

Symmetry, 2022

Median filtering forensics based on optimum thresholding for low-resolution compressed images.

Saurabh Agarwal, Ki-Hyun Jung

Multim. Tools Appl., 2022

BagPipe: Accelerating Deep Recommendation Model Training.

Saurabh Agarwal, Ziyi Zhang, Shivaram Venkataraman

CoRR, 2022

On the Utility of Gradient Compression in Distributed Training Systems.

Saurabh Agarwal, Hongyi Wang, Shivaram Venkataraman, Dimitris S. Papailiopoulos

Proceedings of the Fifth Conference on Machine Learning and Systems, 2022

2021

AutoFreeze: Automatically Freezing Model Blocks to Accelerate Fine-tuning.

Yuhan Liu, Saurabh Agarwal, Shivaram Venkataraman

CoRR, 2021

Pufferfish: Communication-efficient Models At No Extra Cost.

Hongyi Wang, Saurabh Agarwal, Dimitris S. Papailiopoulos

Proceedings of the Fourth Conference on Machine Learning and Systems, 2021

Adaptive Gradient Communication via Critical Learning Regime Identification.

Saurabh Agarwal, Hongyi Wang, Kangwook Lee, Shivaram Venkataraman, Dimitris S. Papailiopoulos

Proceedings of the Fourth Conference on Machine Learning and Systems, 2021

Image Forensics using Optimal Normalization in Challenging Environment.

Saurabh Agarwal, Ki-Hyun Jung

Proceedings of the International Conference on Electronics, Information, and Communication, 2021

2020

Accordion: Adaptive Gradient Communication via Critical Learning Regime Identification.

Saurabh Agarwal, Hongyi Wang, Kangwook Lee, Shivaram Venkataraman, Dimitris S. Papailiopoulos

CoRR, 2020

Attack of the Tails: Yes, You Really Can Backdoor Federated Learning.

Hongyi Wang, Kartik Sreenivasan, Shashank Rajput, Harit Vishwakarma, Saurabh Agarwal, Jy-yong Sohn, Kangwook Lee, Dimitris S. Papailiopoulos

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Regularized Graph Convolutional Networks for Short Text Classification.

Kshitij Tayal, Nikhil Rao, Saurabh Agarwal, Xiaowei Jia, Karthik Subbian, Vipin Kumar

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

2019

Generalizable Inter-Institutional Classification of Abnormal Chest Radiographs Using Efficient Convolutional Neural Networks.

Ian Pan, Saurabh Agarwal, Derek Merck

J. Digit. Imaging, 2019

Scalable K-Medoids via True Error Bound and Familywise Bandits.

Aravindakshan Babu, Saurabh Agarwal, Sudarshan Babu, Hariharan Chandrasekaran

CoRR, 2019

2018

Graph based Question Answering System.

Piyush Mital, Saurabh Agarwal, Bhargavi Neti, Yashodhara Haribhakta, Vibhavari Kamble, Krishnanjan Bhattacharjee, Debashri Das, Swati Mehta, Ajai Kumar

CoRR, 2018

Potential and Sampling Based RRT Star for Real-Time Dynamic Motion Planning Accounting for Momentum in Cost Function.

Saurabh Agarwal, Ashish Kumar Gaurav, Mehul Kumar Nirala, Sayan Sinha

Proceedings of the Neural Information Processing - 25th International Conference, 2018

2017

Highly integrated wavelength-locked Si photonic ring transmitter using direct monitoring of drop-port OMA.

Saurabh Agarwal, Mark Ingels, Marianna Pantouvaki, Michiel Steyaert, Philippe Absil, Joris Van Campenhout

Proceedings of the 43rd IEEE European Solid State Circuits Conference, 2017

2016

SPAM revisited for median filtering detection using higher-order difference.

Saurabh Agarwal, Satish Chand, Nikolay Skarbnik

Secur. Commun. Networks, 2016

Wavelength Locking of a Si Ring Modulator Using an Integrated Drop-Port OMA Monitoring Circuit.

Saurabh Agarwal, Mark Ingels, Marianna Pantouvaki, Michiel Steyaert, Philippe Absil, Joris Van Campenhout

IEEE J. Solid State Circuits, 2016

Wavelength locking of a Si photonic ring transmitter using a dithering-based OMA stabilizing feedback loop.

Saurabh Agarwal, Mark Ingels, Michal Rakowski, Marianna Pantouvaki, Michiel Steyaert, Philippe Absil, Joris Van Campenhout

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

Image forgery detection using Markov features in undecimated wavelet transform.

Saurabh Agarwal, Satish Chand

Proceedings of the Ninth International Conference on Contemporary Computing, 2016

2015

Framework for Application Mapping over Packet-Switched Network of FPGAs: Case Studies.

Vinay B. Y. Kumar, Pinalkumar Engineer, Mandar Datar, Yatish Turakhia, Saurabh Agarwal, Sanket Diwale, Sachin B. Patkar

CoRR, 2015

A Novel Approach to Develop a New Hybrid Technique for Trademark Image Retrieval.

Saurabh Agarwal, Punit Kumar Johari

CoRR, 2015

Wavelength locking of a Si ring modulator using an integrated drop-port OMA monitoring circuit.

Saurabh Agarwal, Mark Ingels, Michal Rakowski, Marianna Pantouvaki, Michiel Steyaert, Philippe P. Absil, Joris Van Campenhout

Proceedings of the IEEE Asian Solid-State Circuits Conference, 2015

2014

Monitoring optical modulation amplitude using a low-power CMOS circuit for thermal control of Si ring transmitters.

Saurabh Agarwal, Mark Ingels, Michal Rakowski, Marianna Pantouvaki, Michiel Steyaert, Philippe Absil, Joris Van Campenhout

Proceedings of the European Conference on Optical Communication, 2014

Distributed event notification in VANET with multiple service providers.

Joy Chandra Mukherjee, Saurabh Agarwal, Arobinda Gupta

Proceedings of the 8th ACM International Conference on Distributed Event-Based Systems, 2014

2007

Performance Comparison of Coscheduling Algorithms for Non-Dedicated Clusters Through a Generic Framework.

Gyu Sang Choi, Saurabh Agarwal, Jin-Ha Kim, Chita R. Das, Andy B. Yoo

Int. J. High Perform. Comput. Appl., 2007

2006

Recovery-Based Real-Time Static Scheduling for Battery Life Optimization.

Anirban Lahiri, Saurabh Agarwal, Anupam Basu, Bhargab B. Bhattacharya

Proceedings of the 19th International Conference on VLSI Design (VLSI Design 2006), 2006

A New GCD Algorithm for Quadratic Number Rings with Unique Factorization.

Saurabh Agarwal, Gudmund Skovbjerg Frandsen

Proceedings of the LATIN 2006: Theoretical Informatics, 2006

Asymptotically Optimal Two-Round Perfectly Secure Message Transmission.

Saurabh Agarwal, Ronald Cramer, Robbert de Haan

Proceedings of the Advances in Cryptology, 2006

2005

The Impact of Noise on the Scaling of Collectives: A Theoretical Approach.

Saurabh Agarwal, Rahul Garg, Nisheeth K. Vishnoi

Proceedings of the High Performance Computing, 2005

2004

Adaptive incremental checkpointing for massively parallel systems.

Saurabh Agarwal, Rahul Garg, Meeta Sharma Gupta, José E. Moreira

Proceedings of the 18th Annual International Conference on Supercomputing, 2004

Binary GCD Like Algorithms for Some Complex Quadratic Rings.

Saurabh Agarwal, Gudmund Skovbjerg Frandsen

Proceedings of the Algorithmic Number Theory, 6th International Symposium, 2004

2003

Impact of Job Allocation Strategies on Communication-Driven Coscheduling in Clusters.

Gyu Sang Choi, Saurabh Agarwal, Jin-Ha Kim, Andy B. Yoo, Chita R. Das

Proceedings of the Euro-Par 2003. Parallel Processing, 2003

Co-Ordinated Coscheduling in Time-Sharing Clusters through a Generic Framework.

Saurabh Agarwal, Gyu Sang Choi, Chita R. Das, Andy B. Yoo, Shailabh Nagar

Proceedings of the 2003 IEEE International Conference on Cluster Computing (CLUSTER 2003), 2003

2000

Compression Tolerant Watermarking for Image Verification.

Harpal S. Bassali, Jatin Chhugani, Saurabh Agarwal, Alok Aggarwal, Pradeep Dubey

Proceedings of the 2000 International Conference on Image Processing, 2000