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Publications

2026

Test-Input Generation for Tensor Programs: What Actually Finds Kernel Bugs

arXiv preprint arXiv:2606.27396

Dipankar Sarkar

PDF GPU KernelsTest GenerationFuzzing
2026

The Correctness Illusion in LLM-Generated GPU Kernels

arXiv preprint arXiv:2606.20128

Dipankar Sarkar

PDF GPU KernelsLLMKernel Correctness
2026

Before the Pull Request: Mining Multi-Agent Coordination

arXiv preprint arXiv:2606.19616

Dipankar Sarkar

PDF Multi-Agent SystemsSoftware EngineeringCode Generation
2026

An Input-Regime Audit of Conflict Detection for Retrieval-Augmented Generation

arXiv preprint (submitted to VecDB@VLDB 2026)

Dipankar Sarkar

PDF RAGKnowledge ConflictsLLM Evaluation
2024

Epistral Network: Revolutionizing Media Curation and Consumption through Decentralization

arXiv preprint arXiv:2402.04881

Dipankar Sarkar , S Upadhyay

PDF DecentralizationMedia CurationContent Consumption
2024

Navigating the Knowledge Sea: Planet-scale answer retrieval using LLMs

arXiv preprint arXiv:2402.05318

Dipankar Sarkar

PDF Large Language ModelsInformation Retrieval
2023

FairFlow Protocol: Equitable Maximal Extractable Value (MEV) mitigation in Ethereum

arXiv preprint arXiv:2312.12654

Dipankar Sarkar

PDF BlockchainEthereumMEV
2023

Viz: A QLoRA-based Copyright Marketplace for Legally Compliant Generative AI

arXiv preprint arXiv:2401.00503

Dipankar Sarkar

PDF Generative AICopyrightQLoRA
2023

Centralized Intermediation in a Decentralized Web3 Economy: Value Accrual and Extraction

arXiv preprint arXiv:2311.08234

Dipankar Sarkar

PDF Web3DecentralizationEconomics
2023

Decentralized Deepfake Detection Blockchain Network using Dynamic Algorithm management

arXiv preprint arXiv:2311.18545

Dipankar Sarkar

PDF BlockchainDeepfake DetectionAlgorithm Management
2023

Generalised DePIN Protocol: A Framework for Decentralized Physical Infrastructure Networks

arXiv preprint arXiv:2311.00551

Dipankar Sarkar

PDF DePINBlockchainInfrastructure
2023

Towards Universal Atomic Composability: A Formal Model for Multi-Rollup Environments on Ethereum

arXiv preprint arXiv:2311.00422

Dipankar Sarkar

PDF EthereumRollupsFormal Methods
2021

Curriculum generation using Autoencoder based continuous optimization

arXiv preprint arXiv:2106.08569

Dipankar Sarkar , M Gupta

PDF Machine LearningCurriculum LearningOptimization
2021

One Shot Audio to Animated Video Generation

arXiv preprint arXiv:2102.09737

N Kumar , S Goel , A Narang , B Lall , M Hasan , P Agarwal , Dipankar Sarkar

PDF AnimationAudio ProcessingMachine Learning
2020

Catfedavg: Optimising communication-efficiency and classification accuracy in federated learning

arXiv preprint arXiv:2011.07229

Dipankar Sarkar , S Rai , A Narang

PDF Federated LearningCommunication EfficiencyClassification
2020

Fed-Focal Loss for imbalanced data classification in Federated Learning

Workshop on Federated Learning for Data Privacy and Confidentiality in Conjunction with IJCAI 2020

Dipankar Sarkar , A Narang , S Rai

PDF Federated LearningImbalanced DataClassification
2011

Nginx 1 Web Server Implementation Cookbook — Packt Publishing (2011)

Packt Publishing

Dipankar Sarkar

Web ServersNginxImplementation
2005

Muzzled: A graphical theme builder for Mozilla

Linux Gazette

Dipankar Sarkar

MozillaTheme BuildingLinux