Jie Sun

Orcid: 0000-0003-2553-1804

  • Northwestern University
  • Clarkson University, Potsdam, NY, USA

According to our database1, Jie Sun authored at least 28 papers between 2009 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


Online presence:

On csauthors.net:


DOSnet as a non-black-box PDE solver: When deep learning meets operator splitting.
J. Comput. Phys., October, 2023

Model Compression for Data Compression: Neural Network Based Lossless Compressor Made Practical.
Proceedings of the Data Compression Conference, 2023

Invert-and-project (IVP): A Lossless Compression Method of Multi-scale JPEG Images via DCT Coefficients Prediction.
Proceedings of the Data Compression Conference, 2023

Data fusion reconstruction of spatially embedded complex networks.
J. Complex Networks, June, 2022

Temporal Network Prediction and Interpretation.
IEEE Trans. Netw. Sci. Eng., 2022

Data-driven learning of Boolean networks and functions by optimal causation entropy principle.
Patterns, 2022

A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

On the Opportunity of Causal Learning in Recommendation Systems: Foundation, Estimation, Prediction and Challenges.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

A low-complexity destriping method for lossless compression of remote-sensing data.
Proceedings of the Data Compression Conference, 2022

SortComp (Sort-and-Compress) - Towards a Universal Lossless Compression Scheme for Matrix and Tabular Data.
Proceedings of the Data Compression Conference, 2022

Ordinal UNLOC: Target Localization With Noisy and Incomplete Distance Measures.
IEEE Internet Things J., 2021

Synchronization of Network-Coupled Oscillators with Uncertain Dynamics.
SIAM J. Appl. Math., 2019

Node diversification in complex networks by decentralized colouring.
J. Complex Networks, 2019

Modified Time Delay of Arrival for Biomedical and Environmental Applications.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

Modeling Spatial Social Complex Networks for Dynamical Processes.
Complex., 2018

BiFold visualization of bipartite datasets.
EPJ Data Sci., 2017

Geometric k-nearest neighbor estimation of entropy and mutual information.
CoRR, 2017

Inference of Causal Information Flow in Collective Animal Behavior.
IEEE Trans. Mol. Biol. Multi Scale Commun., 2016

Synchronization of Heterogeneous Oscillators Under Network Modifications: Perturbation and Optimization of the Synchrony Alignment Function.
SIAM J. Appl. Math., 2016

Statistical Inverse Formulation of Optical Flow with Uncertainty Quantification.
CoRR, 2016

BiFold: visualizing decision-makers and choice in a common embedding space.
CoRR, 2016

Causal Network Inference by Optimal Causation Entropy.
SIAM J. Appl. Dyn. Syst., 2015

Editorial Comment on the Special Issue of "Information in Dynamical Systems and Complex Systems".
Entropy, 2014

Identifying the Coupling Structure in Complex Systems through the Optimal Causation Entropy Principle.
Entropy, 2014

Spatially distributed social complex networks.
CoRR, 2013

Greedy Connectivity of Geographically Embedded Graphs
CoRR, 2010

Constructing Generalized Synchronization Manifolds by Manifold Equation.
SIAM J. Appl. Dyn. Syst., 2009

Synchronization Stability of Coupled Near-Identical Oscillator Network.
Proceedings of the Complex Sciences, 2009