Jiangzhuo Chen

According to our database1, Jiangzhuo Chen authored at least 51 papers between 2004 and 2021.

Collaborative distances:
  • Dijkstra number2 of three.
  • Erdős number3 of two.

Timeline

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Bibliography

2021

Scalable Epidemiological Workflows to Support COVID-19 Planning and Response.
Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021

AI-Driven Agent-Based Models to Study the Role of Vaccine Acceptance in Controlling COVID-19 Spread in the US.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Cohorting to Isolate Asymptomatic Spreaders: An Agent-Based Simulation Study on the Mumbai Suburban Railway.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020
TDEFSI: Theory-guided Deep Learning-based Epidemic Forecasting with Synthetic Information.
ACM Trans. Spatial Algorithms Syst., 2020

Online flu epidemiological deep modeling on disease contact network.
GeoInformatica, 2020

Wisdom of the Ensemble: Improving Consistency of Deep Learning Models.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Examining Deep Learning Models with Multiple Data Sources for COVID-19 Forecasting.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
A framework for discovering health disparities among cohorts in an influenza epidemic.
World Wide Web, 2019

Optimizing spatial allocation of seasonal influenza vaccine under temporal constraints.
PLoS Comput. Biol., 2019

Learning Everywhere: Pervasive Machine Learning for Effective High-Performance Computation.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

DEFSI: Deep Learning Based Epidemic Forecasting with Synthetic Information.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Calibrating a Stochastic, Agent-Based Model Using Quantile-Based Emulation.
SIAM/ASA J. Uncertain. Quantification, 2018

2017
Parallel algorithms for switching edges in heterogeneous graphs.
J. Parallel Distributed Comput., 2017

A Framework for Evaluating Epidemic Forecasts.
CoRR, 2017

Spatio-Temporal Optimization of Seasonal Vaccination Using a Metapopulation Model of Influenza.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Epidemic Forecasting Framework Combining Agent-Based Models and Smart Beam Particle Filtering.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

PDGM: Percolation-based directed graph matching in social networks.
Proceedings of the IEEE International Conference on Communications, 2017

A Comparison of Targeted Layered Containment Strategies for a Flu Pandemic in Three US Cities.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

2016
A study of the structure and vulnerabilities of metropolitan area networks.
Proceedings of the 8th International Conference on Communication Systems and Networks, 2016

2015
Synthesis of a high resolution social contact network for Delhi with application to pandemic planning.
Artif. Intell. Medicine, 2015

Flu Caster: A Pervasive Web Application for High Resolution Situation Assessment and Forecasting of Flu Outbreaks.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

SimNest: Social Media Nested Epidemic Simulation via Online Semi-Supervised Deep Learning.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

EpiCaster: an integrated web application for situation assessment and forecasting of global epidemics.
Proceedings of the 6th ACM Conference on Bioinformatics, 2015

2014
Indemics: An interactive high-performance computing framework for data-intensive epidemic modeling.
ACM Trans. Model. Comput. Simul., 2014

An Interactive, Web-Based High Performance Modeling Environment for Computational Epidemiology.
ACM Trans. Manag. Inf. Syst., 2014

Forecasting a Moving Target: Ensemble Models for ILI Case Count Predictions.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

ISIS: a networked-epidemiology based pervasive web app for infectious disease pandemic planning and response.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Fast Parallel Algorithms for Edge-Switching to Achieve a Target Visit Rate in Heterogeneous Graphs.
Proceedings of the 43rd International Conference on Parallel Processing, 2014

Comparison and validation of synthetic social contact networks for epidemic modeling.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013
Planning and response in the aftermath of a large crisis: An agent-based informatics framework.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Evaluating Strategies for Pandemic Response in Delhi Using Realistic Social Networks.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2013

Synthesizing Social Proximity Networks by Combining Subjective Surveys with Digital Traces.
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013

Computational Methods for Testing Adequacy and Quality of Massive Synthetic Proximity Social Networks.
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013

Interactions among human behavior, social networks, and societal infrastructures: A Case Study in Computational Epidemiology.
Proceedings of the Fundamental Problems in Computing, 2013

2012
Enhancing user-productivity and capability through integration of distinct software in epidemiological systems.
Proceedings of the ACM International Health Informatics Symposium, 2012

Optimizing epidemic protection for socially essential workers.
Proceedings of the ACM International Health Informatics Symposium, 2012

Paid Sick-Leave: Is It a Good Way to Control Epidemics?
Proceedings of the Complex Sciences - Second International Conference, 2012

2011
Efficient implementation of complex interventions in large scale epidemic simulations.
Proceedings of the Winter Simulation Conference 2011, 2011

Interaction-based HPC modeling of social, biological, and economic contagions over large networks.
Proceedings of the Winter Simulation Conference 2011, 2011

Synthesis and Refinement of Detailed Subnetworks in a Social Contact Network for Epidemic Simulations.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2011

Formal Specification and Experimental Analysis of an Interactive Epidemic Simulation Framework.
Proceedings of the 13th IEEE International Conference on High Performance Computing & Communication, 2011

2010
Coevolution of Epidemics, Social Networks, and Individual Behavior: A Case Study.
Proceedings of the Advances in Social Computing, 2010

Indemics: an interactive data intensive framework for high performance epidemic simulation.
Proceedings of the 24th International Conference on Supercomputing, 2010

2009
The structure of electrical networks: a graph theory based analysis.
Int. J. Crit. Infrastructures, 2009

EpiFast: a fast algorithm for large scale realistic epidemic simulations on distributed memory systems.
Proceedings of the 23rd international conference on Supercomputing, 2009

2007
(Almost) Tight bounds and existence theorems for single-commodity confluent flows.
J. ACM, 2007

2006
Meet and merge: Approximation algorithms for confluent flows.
J. Comput. Syst. Sci., 2006

The Confluent Capacity of the Internet: Congestion vs. Dilation.
Proceedings of the 26th IEEE International Conference on Distributed Computing Systems (ICDCS 2006), 2006

2005
Minimum energy accumulative routing in wireless networks.
Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

2004
(Almost) tight bounds and existence theorems for confluent flows.
Proceedings of the 36th Annual ACM Symposium on Theory of Computing, 2004


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