| 2025 | IJCNN | Accelerating Simulation-Based Inference with Variational Autoencoders. | Mayank Nautiyal, Andrey Shternshis, Andreas Hellander, Prashant Singh |
| 2024 | ICML | Adaptive Robust Learning using Latent Bernoulli Variables. | Aleksandr Karakulev, Dave Zachariah, Prashant Singh |
| 2024 | ICPP | GPU Algorithms for Fastest Path Problem in Temporal Graphs. | Mithinti Srikanth, Prashant Singh, G. Ramakrishna |
| 2022 | CCGRID | Scalable federated machine learning with FEDn. | Morgan Ekmefjord, Addi Ait-Mlouk, Sadi Alawadi, Mattias kesson, Prashant Singh, Ola Spjuth, Salman Toor, Andreas Hellander |
| 2022 | IJCNN | Robust and integrative Bayesian neural networks for likelihood-free parameter inference. | Fredrik Wrede, Robin Eriksson, Richard M. Jiang, Linda R. Petzold, Stefan Engblom, Andreas Hellander, Prashant Singh |
| 2021 | UCC | Proactive autoscaling for edge computing systems with kubernetes. | Li Ju, Prashant Singh, Salman Toor |
| 2018 | DAS | Learning Surrogate Models of Document Image Quality Metrics for Automated Document Image Processing. | Prashant Singh, Ekta Vats, Anders Hast |
| 2018 | ISCAS | A 19nW, near-threshold to I/O voltage level shifter in 28nm FD-SOI using 1.8V/28 device for IoT Systems. | Prashant Singh |
| 2018 | WSC | Hyperparameter Optimization for Approximate Bayesian Computation. | Prashant Singh, Andreas Hellander |
| 2017 | ICDAR | Automatic Document Image Binarization using Bayesian Optimization. | Ekta Vats, Anders Hast, Prashant Singh |
| 2017 | WSC | Surrogate assisted model reduction for stochastic biochemical reaction networks. | Prashant Singh, Andreas Hellander |
| 2014 | CEC | A constrained multi-objective surrogate-based optimization algorithm. | Prashant Singh, Ivo Couckuyt, Francesco Ferranti, Tom Dhaene |
| 2014 | WSC | Classification aided domain reduction for high dimensional optimization. | Prashant Singh, Francesco Ferranti, Dirk Deschrijver, Ivo Couckuyt, Tom Dhaene |
| 2013 | WSC | A balanced sequential design strategy for global surrogate modeling. | Prashant Singh, Dirk Deschrijver, Tom Dhaene |