Neelesh Gupta

According to our database, Neelesh Gupta authored at least 15 papers between 2009 and 2026.

Collaborative distances:

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

2026

A Persistent-State Dataflow Accelerator for Memory-Bound Linear Attention Decode on FPGA.

Neelesh Gupta, Peter Wang, Rajgopal Kannan, Viktor K. Prasanna

CoRR, March, 2026

Net2Tab: Tabularizing neural networks with applications to data prefetching.

Pengmiao Zhang, Neelesh Gupta, Rajgopal Kannan, Viktor K. Prasanna

J. Parallel Distributed Comput., 2026

2025

Performance-Energy Characterization of ML Inference on Heterogeneous Edge AI Platforms.

Palash Kohli, Rakshith Jayanth, Neelesh Gupta, Haoyang Fan, Viktor K. Prasanna

Proceedings of the IEEE High Performance Extreme Computing Conference, 2025

Enabling Long FFT Convolutions on Memory-Constrained FPGAs via Chunking.

Peter Wang, Neelesh Gupta, Viktor K. Prasanna

Proceedings of the 32nd IEEE International Conference on High Performance Computing, Data and Analytics, HiPC 2025, 2025

Context-Driven Performance Modeling for Causal Inference Operators on Neural Processing Units.

Neelesh Gupta, Rakshith Jayanth, Dhruv Parikh, Viktor K. Prasanna

Proceedings of the 32nd IEEE International Conference on High Performance Computing, 2025

2024

Attention, Distillation, and Tabularization: Towards Practical Neural Network-Based Prefetching.

Pengmiao Zhang, Neelesh Gupta, Rajgopal Kannan, Viktor K. Prasanna

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Benchmarking Edge AI Platforms for High-Performance ML Inference.

Rakshith Jayanth, Neelesh Gupta, Viktor K. Prasanna

Proceedings of the IEEE High Performance Extreme Computing Conference, 2024

Towards Real-Time LLM Inference on Heterogeneous Edge Platforms.

Rakshith Jayanth, Neelesh Gupta, Souvik Kundu, Deepak A. Mathaikutty, Viktor K. Prasanna

Proceedings of the 31st IEEE International Conference on High Performance Computing, Data and Analytics, HiPC 2024, 2024

TabConv: Low-Computation CNN Inference via Table Lookups.

Neelesh Gupta, Narayanan Kannan, Pengmiao Zhang, Viktor K. Prasanna

Proceedings of the 21st ACM International Conference on Computing Frontiers, 2024

2023

PaCKD: Pattern-Clustered Knowledge Distillation for Compressing Memory Access Prediction Models.

Neelesh Gupta, Pengmiao Zhang, Rajgopal Kannan, Viktor K. Prasanna

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

2022

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Jeffrey Liu, Rajat Tandon, Uma Durairaj, Jiani Guo, Spencer Zahabizadeh, Sanjana Ilango, Jeremy Tang, Neelesh Gupta, Zoe Zhou, Jelena Mirkovic

CoRR, 2022

2014

LAR-1: Affirmative influences on Energy-Conservation and Network Lifetime in MANET.

Neelesh Gupta, Roopam Gupta

Int. J. Comput. Commun. Control, 2014

2013

Optimizing Cost, Delay, Packet Loss and Network Load in AODV Routing Protocol

Ashutosh Lanjewar, Neelesh Gupta

CoRR, 2013

2011

Route-Discovery Optimization in LAR: A Review.

Neelesh Gupta, Roopam Gupta

Proceedings of the International Conference on Soft Computing for Problem Solving (SocProS 2011) December 20-22, 2011, 2011

2009

E2-SCAN: an extended credit strategy-based energy-efficient security scheme for wireless ad hoc networks.

Sanjay K. Dhurandher, Sudip Misra, Sombir Ahlawat, Neelesh Gupta, Nitesh Gupta

IET Commun., 2009