Seong-Hwan Jun

Scuphr: A probabilistic framework for cell lineage tree reconstruction

Jens Lagergren, Hazal Koptagel, Seong-Hwan Jun, 2018, bioRxiv.

Memory (and Time) Efficient Sequential Monte Carlo

Alexandre Bouchard-Côté, Seong-Hwan Jun, A. Bouchard-Côté, 2014, ICML.

Scalable sequential Monte Carlo methods and probabilistic approach to combinatorial problems

Seong-Hwan Jun, Seong-Hwan Jun, 2017 .

Inferring tumor progression in large datasets

Jens Lagergren, Seong-Hwan Jun, Mohammadreza Mohaghegh Neyshabouri, 2020, PLoS computational biology.

Sequential Graph Matching with Sequential Monte Carlo

Samuel W. K. Wong, Alexandre Bouchard-Côté, Seong-Hwan Jun, 2017, AISTATS.

Entangled Monte Carlo

Liangliang Wang, Alexandre Bouchard-Côté, Seong-Hwan Jun, 2012, NIPS.

Inferring tumor progression in large datasets

Jens Lagergren, Seong-Hwan Jun, Mohammadreza Mohaghegh Neyshabouri, 2020, bioRxiv.

Sequential decision model for inference and prediction on nonuniform hypergraphs with application to knot matching from computational forestry

James V. Zidek, Samuel W.K. Wong, Seong-Hwan Jun, 2017, The Annals of Applied Statistics.