Aditya Sinha

According to our database, Aditya Sinha authored at least 22 papers between 2009 and 2026.

Collaborative distances:

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

2026

Vehicle-Scale LLMs: Integrating low-rank residuals and 4-bit quantization for in-vehicle AI.

Anubha Parashar, Apoorva Parashar, Bhavya Joshi, Kavita Jhajharia, Aditya Sinha

Array, 2026

2025

FedCostAware: Enabling Cost-Aware Federated Learning on the Cloud.

Aditya Sinha, Zilinghan Li, Tingkai Liu, Volodymyr V. Kindratenko, Kibaek Kim, Ravi K. Madduri

CoRR, May, 2025

From image processing to artificial intelligence-driven tools: A comprehensive survey on the evolution of feature extraction methods in paintings.

Rekha Sharma, Rishi Gupta, Aditya Sinha

Eng. Appl. Artif. Intell., 2025

Experiences Building Enterprise-Level Privacy-Preserving Federated Learning to Power AI for Science.

Zilinghan Li, Aditya Sinha, Yijiang Li, Kyle Chard, Kibaek Kim, Ravi K. Madduri

Proceedings of the 7th IEEE International Conference on Trust, 2025

Cost-Aware Federated Learning on the Cloud.

Aditya Sinha, Zilinghan Li, Tingkai Liu, Volodymyr V. Kindratenko, Kibaek Kim, Ravi K. Madduri

Proceedings of the IEEE International Conference on eScience, 2025

CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning.

Kaveen Hiniduma, Zilinghan Li, Aditya Sinha, Ravi K. Madduri, Suren Byna

Proceedings of the IEEE International Conference on eScience, 2025

2024

Vikriti-ID: A Novel Approach For Real Looking Fingerprint Data-set Generation.

Rishabh Shukla, Aditya Sinha, Vansh Singh, Harkeerat Kaur

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Learning Structured Representations with Hyperbolic Embeddings.

Aditya Sinha, Siqi Zeng, Makoto Yamada, Han Zhao

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Comparison of Artificial Decision Techniques for Detection of Sarcastic News Headlines.

Tarun Jain, Horesh Kumar, Payal Garg, Abhinav Pillai, Aditya Sinha, Vivek Kumar Verma

Int. J. Cyber Behav. Psychol. Learn., June, 2023

Novel approach for quantification for severity estimation of blight diseases on leaves of tomato plant.

Aahan Singh Charak, Aditya Sinha, Tarun Jain

Expert Syst. J. Knowl. Eng., June, 2023

Jack-flood at SemEval-2023 Task 5: Hierarchical Encoding and Reciprocal Rank Fusion-Based System for Spoiler Classification and Generation.

Sujit Kumar, Aditya Sinha, Soumyadeep Jana, Rahul Mishra, Sanasam Ranbir Singh

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

2022

Detection of Sexually Harassing Tweets in Hindi Using Deep Learning Methods.

Tarun Jain, Rishabh Jain, Shivaji Ray Chaudhuri, Shrey Upadhyay, Arjun Singh, Vivek Kumar Verma, Aditya Sinha

Int. J. Softw. Innov., 2022

Matryoshka Representations for Adaptive Deployment.

Aditya Kusupati, Gantavya Bhatt, Aniket Rege, Matthew Wallingford, Aditya Sinha, Vivek Ramanujan, William Howard-Snyder, Kaifeng Chen, Sham M. Kakade, Prateek Jain, Ali Farhadi

CoRR, 2022

Matryoshka Representation Learning.

Aditya Kusupati, Gantavya Bhatt, Aniket Rege, Matthew Wallingford, Aditya Sinha, Vivek Ramanujan, William Howard-Snyder, Kaifeng Chen, Sham M. Kakade, Prateek Jain, Ali Farhadi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

S3GC: Scalable Self-Supervised Graph Clustering.

Devvrit, Aditya Sinha, Inderjit S. Dhillon, Prateek Jain

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

IGLU: Efficient GCN Training via Lazy Updates.

S. Deepak Narayanan, Aditya Sinha, Prateek Jain, Purushottam Kar, Sundararajan Sellamanickam

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Node-Level Differentially Private Graph Neural Networks.

Ameya Daigavane, Gagan Madan, Aditya Sinha, Abhradeep Guha Thakurta, Gaurav Aggarwal, Prateek Jain

CoRR, 2021

2020

Review of image processing approaches for detecting plant diseases.

Aditya Sinha, Rajveer Singh Shekhawat

IET Image Process., 2020

ChildFace: Gender Aware Child Face Aging.

Praveen Kumar Chandaliya, Aditya Sinha, Neeta Nain

Proceedings of the BIOSIG 2020, 2020

2018

On the Secrecy Capacity of 2-user Gaussian Interference Channel with Independent Secret Keys.

Aditya Sinha, Parthajit Mohapatra, Jemin Lee, Tony Q. S. Quek

Proceedings of the International Symposium on Information Theory and Its Applications, 2018

2012

Modeling & verification of Sliding Window Protocol with data loss and intruder detection using NuSMV.

Aditya Sinha, Ajay Ry, Sanjay Singh

Proceedings of the Second International Conference on Computational Science, 2012

2009

Algorithm for Concept Traversal in Multiple Databases.

Aditya Sinha, Raj Bhatnagar

Proceedings of the ICTAI 2009, 2009