Jeya Vikranth Jeyakumar

According to our database, Jeya Vikranth Jeyakumar authored at least 10 papers between 2017 and 2024.

Collaborative distances:

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

2024

SensorBench: Benchmarking LLMs in Coding-Based Sensor Processing.

Pengrui Quan, Xiaomin Ouyang, Jeya Vikranth Jeyakumar, Ziqi Wang, Yang Xing, Mani Srivastava

CoRR, 2024

2023

X-CHAR: A Concept-based Explainable Complex Human Activity Recognition Model.

Jeya Vikranth Jeyakumar, Ankur Sarker, Luis Antonio Garcia, Mani B. Srivastava

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., March, 2023

2022

Robust and Interpretable Predictions for Multimodal Sensor Systems

Jeya Vikranth Jeyakumar

PhD thesis, 2022

On the amplification of security and privacy risks by post-hoc explanations in machine learning models.

Pengrui Quan, Supriyo Chakraborty, Jeya Vikranth Jeyakumar, Mani B. Srivastava

CoRR, 2022

Automatic Concept Extraction for Concept Bottleneck-based Video Classification.

Jeya Vikranth Jeyakumar, Luke Dickens, Luis Garcia, Yu-Hsi Cheng, Diego Ramirez-Echavarria, Joseph Noor, Alessandra Russo, Lance M. Kaplan, Erik Blasch, Mani B. Srivastava

CoRR, 2022

2020

How Can I Explain This to You? An Empirical Study of Deep Neural Network Explanation Methods.

Jeya Vikranth Jeyakumar, Joseph Noor, Yu-Hsi Cheng, Luis Garcia, Mani B. Srivastava

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

Combining Individual and Joint Networking Behavior for Intelligent IoT Analytics.

Jeya Vikranth Jeyakumar, Ludmila Cherkasova, Saina Lajevardi, Moray Allan, Yue Zhao, John Fry, Mani B. Srivastava

Proceedings of the Internet of Things - ICIOT 2020, 2020

2019

SenseHAR: a robust virtual activity sensor for smartphones and wearables.

Jeya Vikranth Jeyakumar, Liangzhen Lai, Naveen Suda, Mani B. Srivastava

Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019

2018

Deep Convolutional Bidirectional LSTM Based Transportation Mode Recognition.

Jeya Vikranth Jeyakumar, Eun Sun Lee, Zhengxu Xia, Sandeep Singh Sandha, Nathan Tausik, Mani B. Srivastava

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

2017

AquaMote: Ultra Low Power Sensor Tag for Animal Localization and Fine Motion Tracking.

Eun Sun Lee, Jeya Vikranth Jeyakumar, Bharathan Balaji, Rory P. Wilson, Mani B. Srivastava

Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 2017