Abishek Sriramulu

According to our database, Abishek Sriramulu authored at least 9 papers between 2019 and 2025.

Collaborative distances:

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

2025

DeepHGNN: Study of graph neural network based forecasting methods for hierarchically related multivariate time series.

Abishek Sriramulu, Nicolas Fourrier, Christoph Bergmeir

Expert Syst. Appl., 2025

Predict+Optimize Problem in Renewable Energy Scheduling.

Christoph Bergmeir, Frits de Nijs, Evgenii Genov, Abishek Sriramulu, Mahdi Abolghasemi, Richard Bean, John M. Betts, Quang Bui, Nam Trong Dinh, Nils Einecke, Rasul Esmaeilbeigi, Scott Ferraro, Priya Galketiya, Robert Glasgow, Rakshitha Godahewa, Yanfei Kang, Steffen Limmer, Luis Magdalena, Pablo Montero-Manso, Daniel Peralta, Yogesh Pipada Sunil Kumar, Alejandro Rosales-Pérez, Julian Ruddick, Akylas C. Stratigakos, Peter J. Stuckey, Guido Tack, Isaac Triguero, Rui Yuan

IEEE Access, 2025

2024

Context Neural Networks: A Scalable Multivariate Model for Time Series Forecasting.

Abishek Sriramulu, Christoph Bergmeir, Slawek Smyl

CoRR, 2024

Scalable Transformer for High Dimensional Multivariate Time Series Forecasting.

Xin Zhou, Weiqing Wang, Wray L. Buntine, Shilin Qu, Abishek Sriramulu, Weicong Tan, Christoph Bergmeir

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Adaptive dependency learning graph neural networks.

Abishek Sriramulu, Nicolas Fourrier, Christoph Bergmeir

Inf. Sci., May, 2023

2022

Comparison and Evaluation of Methods for a Predict+Optimize Problem in Renewable Energy.

Christoph Bergmeir, Frits de Nijs, Abishek Sriramulu, Mahdi Abolghasemi, Richard Bean, John M. Betts, Quang Bui, Nam Trong Dinh, Nils Einecke, Rasul Esmaeilbeigi, Scott Ferraro, Priya Galketiya, Evgenii Genov, Robert Glasgow, Rakshitha Godahewa, Yanfei Kang, Steffen Limmer, Luis Magdalena, Pablo Montero-Manso, Daniel Peralta, Yogesh Pipada Sunil Kumar, Alejandro Rosales-Pérez, Julian Ruddick, Akylas C. Stratigakos, Peter J. Stuckey, Guido Tack, Isaac Triguero, Rui Yuan

CoRR, 2022

2021

I Know What You Know: What Hand Movements Reveal about Domain Expertise.

Sharon L. Oviatt, Jionghao Lin, Abishek Sriramulu

ACM Trans. Interact. Intell. Syst., 2021

Dependency Learning Graph Neural Network for Multivariate Forecasting.

Arth Patel, Abishek Sriramulu, Christoph Bergmeir, Nicolas Fourrier

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2019

Dynamic Adaptive Gesturing Predicts Domain Expertise in Mathematics.

Abishek Sriramulu, Jionghao Lin, Sharon L. Oviatt

Proceedings of the International Conference on Multimodal Interaction, 2019