Seong-Hwan Jun

According to our database, Seong-Hwan Jun authored at least 7 papers between 2012 and 2024.

Collaborative distances:

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

2024

Scuphr: A probabilistic framework for cell lineage tree reconstruction.

Hazal Koptagel, Seong-Hwan Jun, Joanna Hård, Jens Lagergren

PLoS Comput. Biol., 2024

2023

A topology-marginal composite likelihood via a generalized phylogenetic pruning algorithm.

Seong-Hwan Jun, Hassan Nasif, Chris Jennings-Shaffer, David H. Rich, Anna Kooperberg, Mathieu Fourment, Cheng Zhang, Marc A. Suchard, Frederick A. Matsen IV

Algorithms Mol. Biol., December, 2023

2020

Inferring tumor progression in large datasets.

Mohammadreza Mohaghegh Neyshabouri, Seong-Hwan Jun, Jens Lagergren

PLoS Comput. Biol., 2020

2018

Learning Across Scales - Multiscale Methods for Convolution Neural Networks.

Eldad Haber, Lars Ruthotto, Elliot Holtham, Seong-Hwan Jun

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Sequential Graph Matching with Sequential Monte Carlo.

Seong-Hwan Jun, Samuel W. K. Wong, James V. Zidek, Alexandre Bouchard-Côté

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2014

Memory (and Time) Efficient Sequential Monte Carlo.

Seong-Hwan Jun, Alexandre Bouchard-Côté

Proceedings of the 31th International Conference on Machine Learning, 2014

2012

Entangled Monte Carlo.

Seong-Hwan Jun, Liangliang Wang, Alexandre Bouchard-Côté

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012