Surya Selvam

According to our database, Surya Selvam authored at least 7 papers between 2020 and 2025.

Collaborative distances:

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

2025

KV-CAR: KV Cache Compression using Autoencoders and KV Reuse in Large Language Models.

Sourjya Roy, Shrihari Sridharan, Surya Selvam, Anand Raghunathan

CoRR, December, 2025

ML-Enhanced Performance and Power Estimation for DNNs on Heterogenous SoCs.

Surya Selvam, Jacob R. Stevens, Sujit Dey, Anand Raghunathan

Proceedings of the 7th ACM/IEEE Symposium on Machine Learning for CAD, 2025

SimCache: Similarity Caching for Efficient VLM-based Scene Understanding.

Surya Selvam, Ravi K. Rajendran, Murugan Sankaradas, Anand Raghunathan, Srimat T. Chakradhar

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

Efficient Batched Inference in Conditional Neural Networks.

Surya Selvam, Amrit Nagarajan, Anand Raghunathan

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2024

Ev-Edge: Efficient Execution of Event-based Vision Algorithms on Commodity Edge Platforms.

Shrihari Sridharan, Surya Selvam, Kaushik Roy, Anand Raghunathan

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2021

FuSeConv: Fully Separable Convolutions for Fast Inference on Systolic Arrays.

Surya Selvam, Vinod Ganesan, Pratyush Kumar

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

2020

A Case for Generalizable DNN Cost Models for Mobile Devices.

Vinod Ganesan, Surya Selvam, Sanchari Sen, Pratyush Kumar, Anand Raghunathan

Proceedings of the IEEE International Symposium on Workload Characterization, 2020