Abishek Sriramulu

12 papers A 1B 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
DeepHGNN: Study of graph neural network based forecasting methods for hierarchically related multivariate time series.
Expert Syst. Appl.
Abishek Sriramulu, Nicolas Fourrier, Christoph Bergmeir
2025 J jnl
Predict+Optimize Problem in Renewable Energy Scheduling.
IEEE Access
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
2024 J jnl
Context Neural Networks: A Scalable Multivariate Model for Time Series Forecasting.
CoRR
Abishek Sriramulu, Christoph Bergmeir, Slawek Smyl
2024 J jnl
DeepHGNN: Study of Graph Neural Network based Forecasting Methods for Hierarchically Related Multivariate Time Series.
CoRR
Abishek Sriramulu, Nicolas Fourrier, Christoph Bergmeir
2024 A conf
Scalable Transformer for High Dimensional Multivariate Time Series Forecasting.
CIKM
Xin Zhou, Weiqing Wang, Wray L. Buntine, Shilin Qu, Abishek Sriramulu, Weicong Tan, Christoph Bergmeir
2024 J jnl
Scalable Transformer for High Dimensional Multivariate Time Series Forecasting.
CoRR
Xin Zhou, Weiqing Wang, Wray L. Buntine, Shilin Qu, Abishek Sriramulu, Weicong Tan, Christoph Bergmeir
2023 J jnl
Adaptive Dependency Learning Graph Neural Networks.
CoRR
Abishek Sriramulu, Nicolas Fourrier, Christoph Bergmeir
2023 J jnl
Adaptive dependency learning graph neural networks.
Inf. Sci.
Abishek Sriramulu, Nicolas Fourrier, Christoph Bergmeir
2022 J jnl
Comparison and Evaluation of Methods for a Predict+Optimize Problem in Renewable Energy.
CoRR
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
2021 — conf
Dependency Learning Graph Neural Network for Multivariate Forecasting.
ICONIP (5)
Arth Patel, Abishek Sriramulu, Christoph Bergmeir, Nicolas Fourrier
2021 J jnl
I Know What You Know: What Hand Movements Reveal about Domain Expertise.
ACM Trans. Interact. Intell. Syst.
Sharon L. Oviatt, Jionghao Lin, Abishek Sriramulu
2019 B conf
Dynamic Adaptive Gesturing Predicts Domain Expertise in Mathematics.
ICMI
Abishek Sriramulu, Jionghao Lin, Sharon L. Oviatt