Publications

Selected Publications

Selected representative work, journal articles, and conference papers.

Representative Work

8 publications

Fast, accurate, and versatile data analysis platform for the quantification of molecular spatiotemporal signals

2025

Xuelong Mi, Alex Bo-Yuan Chen, Daniela Duarte, Erin Carey, Charlotte R. Taylor, Philipp N. Braaker, Mark Bright, Rafael G. Almeida, Jing-Xuan Lim, Virginia M. S. Ruetten, Yizhi Wang, Mengfan Wang, Weizhan Zhang, Wei Zheng, Michael E. Reitman, Yongkang Huang, Xiaoyu Wang, Lei Li, HanFei Deng, Song-Hai Shi, Kira E. Poskanzer, David A. Lyons, Axel Nimmerjahn, Misha B. Ahrens, and Guoqiang Yu

Cell

View publication

Data science and its future in large neuroscience collaborations

2024

Manuel Schottdorf, Guoqiang Yu, and Edgar Y. Walker

Neuron

Efficient Global Multi-object Tracking Under Minimum-cost Circulation Framework

2020

Congchao Wang, Yizhi Wang, and Guoqiang Yu

IEEE Transactions on Pattern Analysis and Machine Intelligence

SynQuant: An Automatic Tool to Quantify Synapses from Microscopy Images

2020

Yizhi Wang, Congchao Wang, Petter Ranefall, Gerard Joey Broussard, Yinxue Wang, Guilai Shi, Boyu Lyu, Yue Wang, Lin Tian, and Guoqiang Yu

Bioinformatics

Accurate quantification of astrocyte and neurotransmitter fluorescence dynamics for single-cell and population-level physiology

2019

Yizhi Wang, Nicole V. DelRosso, Trisha V. Vaidyanathan, Michelle K. Cahill, Michael E. Reitman, Silvia Pittolo, Xuelong Mi, Guoqiang Yu, and Kira E. Poskanzer

Nature Neuroscience

View publication

muSSP: Efficient Min-cost Flow Algorithm for Multi-object Tracking

2019

Congchao Wang, Yizhi Wang, Yinxue Wang, Chiung-Ting Wu, and Guoqiang Yu

Advances in Neural Information Processing Systems

ConvexVST: A Convex Optimization Approach to Variance-stabilizing Transformation

2021

Mengfan Wang, Boyu Lyu, and Guoqiang Yu

International Conference on Machine Learning

Graphical Time Warping for Joint Alignment of Multiple Curves

2016

Yizhi Wang, David J. Miller, Kira Poskanzer, Yue Wang, Lin Tian, and Guoqiang Yu

Advances in Neural Information Processing Systems