Uday Shankar Shanthamallu

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 12

Top Topics

Subgraph Isomorphism

Top Venues

Int. J. Virtual Pers. Learn. Environ.

Publications

Prasanna Sattigeri, Jayaraman J. Thiagarajan, Karthikeyan Ramamurthy, Andreas Spanias, Mahesh K. Banavar, Abhinav Dixit, Jie Fan, Mohit Malu, Kristen Jaskie, Sunil Rao, Uday Shankar Shanthamallu, Vivek Sivaraman Narayanaswamy, Sameeksha Katoch
Instruction Tools for Signal Processing and Machine Learning for Ion-Channel Sensors. Int. J. Virtual Pers. Learn. Environ. 12 (1) (2022)
Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias
Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks. AAAI (2021)
Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Huan Song, Andreas Spanias
GrAMME: Semisupervised Learning Using Multilayered Graph Attention Models. IEEE Trans. Neural Networks Learn. Syst. 31 (10) (2020)
Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias
Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks. CoRR (2020)
Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias
A Regularized Attention Mechanism for Graph Attention Networks. ICASSP (2020)
Uday Shankar Shanthamallu, Sunil Rao, Abhinav Dixit, Vivek Sivaraman Narayanaswamy, Jie Fan, Andreas Spanias
Introducing Machine Learning in Undergraduate DSP Classes. ICASSP (2019)
Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Huan Song, Andreas Spanias
Attention Models with Random Features for Multi-layered Graph Embeddings. CoRR (2018)
Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias
Improving Robustness of Attention Models on Graphs. CoRR (2018)
Abhinav Dixit, Uday Shankar Shanthamallu, Andreas Spanias, Visar Berisha, Mahesh K. Banavar
Online Machine Learning Experiments in HTML5. FIE (2018)
Farib Khondoker, Trevor Thornton, Andreas Spanias, Uday Shankar Shanthamallu
Optimizing Activity Detection via Sensor Fusion. IISA (2018)
Uday Shankar Shanthamallu, Andreas Spanias, Cihan Tepedelenlioglu, Mike Stanley
A brief survey of machine learning methods and their sensor and IoT applications. IISA (2017)
Sunil Rao, Sameeksha Katoch, Pavan K. Turaga, Andreas Spanias, Cihan Tepedelenlioglu, Raja Ayyanar, Henry Braun, Jongmin Lee, Uday Shankar Shanthamallu, Mahesh K. Banavar, Devarajan Srinivasan
A cyber-physical system approach for photovoltaic array monitoring and control. IISA (2017)