(Almost) tight bounds and existence theorems for confluent flows. - Jiangzhuo Chen; Robert D. Kleinberg; László Lovász 001; Rajmohan Rajaraman; Ravi Sundaram; Adrian Vetta (STOC, 2004)

Minimum energy accumulative routing in wireless networks. - Jiangzhuo Chen; Lujun Jia; Xin Liu; Guevara Noubir; Ravi Sundaram (INFOCOM, 2005)

The Confluent Capacity of the Internet: Congestion vs. Dilation. - Jiangzhuo Chen; Ravi Sundaram; Madhav V. Marathe; Rajmohan Rajaraman (ICDCS, 2006)

Meet and merge: Approximation algorithms for confluent flows. - Jiangzhuo Chen; Rajmohan Rajaraman; Ravi Sundaram (J. Comput. Syst. Sci., 2006)

(Almost) Tight bounds and existence theorems for single-commodity confluent flows. - Jiangzhuo Chen; Robert D. Kleinberg; László Lovász 001; Rajmohan Rajaraman; Ravi Sundaram; Adrian Vetta (J. ACM, 2007)

EpiFast: a fast algorithm for large scale realistic epidemic simulations on distributed memory systems. - Keith R. Bisset; Jiangzhuo Chen; Xizhou Feng; V. S. Anil Kumar 001; Madhav V. Marathe (ICS, 2009)

The structure of electrical networks: a graph theory based analysis. - Karla Atkins; Jiangzhuo Chen; V. S. Anil Kumar 001; Achla Marathe (Int. J. Crit. Infrastructures, 2009)

Indemics: an interactive data intensive framework for high performance epidemic simulation. - Keith R. Bisset; Jiangzhuo Chen; Xizhou Feng; Yifei Ma; Madhav V. Marathe (ICS, 2010)

Coevolution of Epidemics, Social Networks, and Individual Behavior: A Case Study. - Jiangzhuo Chen; Achla Marathe; Madhav V. Marathe (SBP, 2010)

Formal Specification and Experimental Analysis of an Interactive Epidemic Simulation Framework. - Yifei Ma; Keith R. Bisset; Jiangzhuo Chen; Suruchi Deodhar; Madhav V. Marathe (HPCC, 2011)

Synthesis and Refinement of Detailed Subnetworks in a Social Contact Network for Epidemic Simulations. - Huadong Xia; Jiangzhuo Chen; Madhav V. Marathe; Henning S. Mortveit (SBP, 2011)

Interaction-based HPC modeling of social, biological, and economic contagions over large networks. - Keith R. Bisset; Jiangzhuo Chen; Chris J. Kuhlman; V. S. Anil Kumar 001; Madhav V. Marathe (WSC, 2011)

Efficient implementation of complex interventions in large scale epidemic simulations. - Yifei Ma; Keith R. Bisset; Jiangzhuo Chen; Suruchi Deodhar; Madhav V. Marathe (WSC, 2011)

Paid Sick-Leave: Is It a Good Way to Control Epidemics? - Shaojuan Liao; Yifei Ma; Jiangzhuo Chen; Achla Marathe (Complex, 2012)

Optimizing epidemic protection for socially essential workers. - Christopher L. Barrett; Richard J. Beckman; Keith R. Bisset; Jiangzhuo Chen; Thomas M. DuBois; Stephen G. Eubank; V. S. Anil Kumar 001; Bryan L. Lewis; Madhav V. Marathe; Aravind Srinivasan; Paula Elaine Stretz (IHI, 2012)

Enhancing user-productivity and capability through integration of distinct software in epidemiological systems. - Suruchi Deodhar; Keith R. Bisset; Jiangzhuo Chen; Yifei Ma; Madhav V. Marathe (IHI, 2012)

Interactions among human behavior, social networks, and societal infrastructures: A Case Study in Computational Epidemiology. - Christopher L. Barrett; Keith R. Bisset; Jiangzhuo Chen; Stephen G. Eubank; Bryan L. Lewis; V. S. Anil Kumar 001; Madhav V. Marathe; Henning S. Mortveit (Fundamental Problems in Computing, 2013)

Computational Methods for Testing Adequacy and Quality of Massive Synthetic Proximity Social Networks. - Huadong Xia; Christopher L. Barrett; Jiangzhuo Chen; Madhav V. Marathe (CSE, 2013)

Synthesizing Social Proximity Networks by Combining Subjective Surveys with Digital Traces. - Huadong Xia; Jiangzhuo Chen; Madhav V. Marathe; Henning S. Mortveit; Marcel Salathé (CSE, 2013)

Evaluating Strategies for Pandemic Response in Delhi Using Realistic Social Networks. - Huadong Xia; Kalyani Nagaraj; Jiangzhuo Chen; Madhav V. Marathe (ICHI, 2013)

Planning and response in the aftermath of a large crisis: An agent-based informatics framework. - Christopher L. Barrett; Keith R. Bisset; Shridhar Chandan; Jiangzhuo Chen; Youngyun Chungbaek; Stephen G. Eubank; C. Yaman Evrenosoglu; Bryan L. Lewis; Kristian Lum; Achla Marathe; Madhav V. Marathe; Henning S. Mortveit; et al. (WSC, 2013)

Comparison and validation of synthetic social contact networks for epidemic modeling. - Huadong Xia; Jiangzhuo Chen; Madhav V. Marathe; Samarth Swarup (AAMAS, 2014)

Fast Parallel Algorithms for Edge-Switching to Achieve a Target Visit Rate in Heterogeneous Graphs. - Md Hasanuzzaman Bhuiyan; Jiangzhuo Chen; Maleq Khan; Madhav V. Marathe (ICPP, 2014)

ISIS: a networked-epidemiology based pervasive web app for infectious disease pandemic planning and response. - Richard J. Beckman; Keith R. Bisset; Jiangzhuo Chen; Bryan L. Lewis; Madhav V. Marathe; Paula Elaine Stretz (KDD, 2014)

Forecasting a Moving Target: Ensemble Models for ILI Case Count Predictions. - Prithwish Chakraborty; Pejman Khadivi; Bryan L. Lewis; Aravindan Mahendiran; Jiangzhuo Chen; Patrick Butler; Elaine O. Nsoesie; Sumiko R. Mekaru; John S. Brownstein; Madhav V. Marathe; Naren Ramakrishnan (SDM, 2014)

An Interactive, Web-Based High Performance Modeling Environment for Computational Epidemiology. - Suruchi Deodhar; Keith R. Bisset; Jiangzhuo Chen; Yifei Ma; Madhav V. Marathe (ACM Trans. Manag. Inf. Syst., 2014)

Indemics: An interactive high-performance computing framework for data-intensive epidemic modeling. - Keith R. Bisset; Jiangzhuo Chen; Suruchi Deodhar; Xizhou Feng; Yifei Ma; Madhav V. Marathe (ACM Trans. Model. Comput. Simul., 2014)

EpiCaster: an integrated web application for situation assessment and forecasting of global epidemics. - Suruchi Deodhar; Jiangzhuo Chen; Mandy L. Wilson; Keith R. Bisset; Christopher L. Barrett; Madhav V. Marathe (BCB, 2015)

SimNest: Social Media Nested Epidemic Simulation via Online Semi-Supervised Deep Learning. - Liang Zhao 002; Jiangzhuo Chen; Feng Chen 001; Wei Wang 064; Chang-Tien Lu; Naren Ramakrishnan (ICDM, 2015)

Flu Caster: A Pervasive Web Application for High Resolution Situation Assessment and Forecasting of Flu Outbreaks. - Suruchi Deodhar; Jiangzhuo Chen; Mandy L. Wilson; Manikandan Soundarapandian; Keith R. Bisset; Bryan L. Lewis; Christopher L. Barrett; Madhav V. Marathe (ICHI, 2015)

Synthesis of a high resolution social contact network for Delhi with application to pandemic planning. - Huadong Xia; Kalyani Nagaraj; Jiangzhuo Chen; Madhav V. Marathe (Artif. Intell. Medicine, 2015)

A study of the structure and vulnerabilities of metropolitan area networks. - Jiangzhuo Chen; V. S. Anil Kumar 001; Madhav V. Marathe; Ravi Sundaram; Mayur Thakur; Sunil Thulasidasan (COMSNETS, 2016)

A Comparison of Targeted Layered Containment Strategies for a Flu Pandemic in Three US Cities. - Shuyu Chu; Samarth Swarup; Jiangzhuo Chen; Achla Marathe (AAMAS, 2017)

PDGM: Percolation-based directed graph matching in social networks. - Lijing Wang 001; Jin-Hee Cho; Ing-Ray Chen; Jiangzhuo Chen (ICC, 2017)

Epidemic Forecasting Framework Combining Agent-Based Models and Smart Beam Particle Filtering. - Farzaneh Tabataba; Bryan L. Lewis; Milad Hosseinipour; Foroogh S. Tabataba; Srinivasan Venkatramanan; Jiangzhuo Chen; Dave Higdon; Madhav V. Marathe (ICDM, 2017)

Spatio-Temporal Optimization of Seasonal Vaccination Using a Metapopulation Model of Influenza. - Srinivasan Venkatramanan; Jiangzhuo Chen; Sandeep Gupta 004; Bryan L. Lewis; Madhav V. Marathe; Henning S. Mortveit; Anil Vullikanti (ICHI, 2017)

A Framework for Evaluating Epidemic Forecasts. - Farzaneh Sadat Tabataba; Prithwish Chakraborty; Naren Ramakrishnan; Srinivasan Venkatramanan; Jiangzhuo Chen; Bryan L. Lewis; Madhav V. Marathe (CoRR, 2017)

Parallel algorithms for switching edges in heterogeneous graphs. - Md Hasanuzzaman Bhuiyan; Maleq Khan; Jiangzhuo Chen; Madhav V. Marathe (J. Parallel Distributed Comput., 2017)

Calibrating a Stochastic, Agent-Based Model Using Quantile-Based Emulation. - Arindam Fadikar; Dave Higdon; Jiangzhuo Chen; Bryan L. Lewis; Srinivasan Venkatramanan; Madhav V. Marathe (SIAM/ASA J. Uncertain. Quantification, 2018)

DEFSI: Deep Learning Based Epidemic Forecasting with Synthetic Information. - Lijing Wang 001; Jiangzhuo Chen; Madhav V. Marathe (AAAI, 2019)

Learning Everywhere: Pervasive Machine Learning for Effective High-Performance Computation. - Geoffrey C. Fox; James A. Glazier; J. C. S. Kadupitiya; Vikram Jadhao; Minje Kim; Judy Qiu; James P. Sluka; Endre T. Somogyi; Madhav V. Marathe; Abhijin Adiga; Jiangzhuo Chen; Oliver Beckstein; et al. (IPDPS Workshops, 2019)

Optimizing spatial allocation of seasonal influenza vaccine under temporal constraints. - Srinivasan Venkatramanan; Jiangzhuo Chen; Arindam Fadikar; Sandeep Gupta 004; Dave Higdon; Bryan L. Lewis; Madhav V. Marathe; Henning S. Mortveit; Anil Vullikanti (PLoS Comput. Biol., 2019)

A framework for discovering health disparities among cohorts in an influenza epidemic. - Lijing Wang 001; Jiangzhuo Chen; Achla Marathe (World Wide Web, 2019)

Examining Deep Learning Models with Multiple Data Sources for COVID-19 Forecasting. - Lijing Wang 001; Aniruddha Adiga; Srinivasan Venkatramanan; Jiangzhuo Chen; Bryan L. Lewis; Madhav V. Marathe (IEEE BigData, 2020)

Wisdom of the Ensemble: Improving Consistency of Deep Learning Models. - Lijing Wang 001; Dipanjan Ghosh; Maria Teresa Gonzalez Diaz; Ahmed K. Farahat; Mahbubul Alam; Chetan Gupta 001; Jiangzhuo Chen; Madhav V. Marathe (NeurIPS, 2020)

Online flu epidemiological deep modeling on disease contact network. - Liang Zhao 002; Jiangzhuo Chen; Feng Chen 001; Fang Jin; Wei Wang 064; Chang-Tien Lu; Naren Ramakrishnan (GeoInformatica, 2020)

TDEFSI: Theory-guided Deep Learning-based Epidemic Forecasting with Synthetic Information. - Lijing Wang 001; Jiangzhuo Chen; Madhav V. Marathe (ACM Trans. Spatial Algorithms Syst., 2020)

Cohorting to Isolate Asymptomatic Spreaders: An Agent-Based Simulation Study on the Mumbai Suburban Railway. - Alok Talekar; Sharad Shriram; Nidhin K. Vaidhiyan; Gaurav Aggarwal; Jiangzhuo Chen; Srinivasan Venkatramanan; Lijing Wang 001; Aniruddha Adiga; Adam Sadilek; Ashish Tendulkar; Madhav V. Marathe; Rajesh Sundaresan; et al. (AAMAS, 2021)

AI-Driven Agent-Based Models to Study the Role of Vaccine Acceptance in Controlling COVID-19 Spread in the US. - Parantapa Bhattacharya; Dustin Machi; Jiangzhuo Chen; Stefan Hoops; Bryan L. Lewis; Henning S. Mortveit; Srinivasan Venkatramanan; Mandy L. Wilson; Achla Marathe; Przemyslaw J. Porebski; Brian Klahn; Joseph Outten; et al. (IEEE BigData, 2021)

Scalable Epidemiological Workflows to Support COVID-19 Planning and Response. - Dustin Machi; Parantapa Bhattacharya; Stefan Hoops; Jiangzhuo Chen; Henning S. Mortveit; Srinivasan Venkatramanan; Bryan L. Lewis; Mandy L. Wilson; Arindam Fadikar; Tom Maiden; Christopher L. Barrett; Madhav V. Marathe (IPDPS, 2021)

High Performance Agent-Based Modeling to Study Realistic Contact Tracing Protocols. - Stefan Hoops; Jiangzhuo Chen; Abhijin Adiga; Bryan L. Lewis; Henning S. Mortveit; Hannah Baek; Mandy L. Wilson; Dawen Xie; Samarth Swarup; Srinivasan Venkatramanan; Justin Crow; Elena Diskin; et al. (WSC, 2021)

CausalGNN: Causal-Based Graph Neural Networks for Spatio-Temporal Epidemic Forecasting. - Lijing Wang 001; Aniruddha Adiga; Jiangzhuo Chen; Adam Sadilek; Srinivasan Venkatramanan; Madhav V. Marathe (AAAI, 2022)

Effective Social Network-Based Allocation of COVID-19 Vaccines. - Jiangzhuo Chen; Stefan Hoops; Achla Marathe; Henning S. Mortveit; Bryan L. Lewis; Srinivasan Venkatramanan; Arash Haddadan; Parantapa Bhattacharya; Abhijin Adiga; Anil Vullikanti; Aravind Srinivasan; Mandy L. Wilson; et al. (KDD, 2022)

Identifying Complicated Contagion Scenarios from Cascade Data. - Galen Harrison; Amro Alabsi Aljundi; Jiangzhuo Chen; S. S. Ravi; Anil Kumar S. Vullikanti; Madhav V. Marathe; Abhijin Adiga (KDD, 2023)

Synthetic Information and Digital Twins for Pandemic Science: Challenges and Opportunities. - Galen Harrison; Przemyslaw J. Porebski; Jiangzhuo Chen; Mandy L. Wilson; Henning S. Mortveit; Parantapa Bhattacharya; Dawen Xie; Stefan Hoops; Anil Vullikanti; Li Xiong; James Joshi; Madhav V. Marathe (TPS-ISA, 2023)

A Network-based Analytics Framework for High-Resolution Agent-based Epidemic Simulation Ensembles. - Amro Alabsi Aljundi; Galen Harrison; Jiangzhuo Chen; Madhav V. Marathe; Henning S. Mortveit; Anil Vullikanti; Abhijin Adiga (WSC, 2023)

Data-driven scalable pipeline using national agent-based models for real-time pandemic response and decision support. - Parantapa Bhattacharya; Jiangzhuo Chen; Stefan Hoops; Dustin Machi; Bryan L. Lewis; Srinivasan Venkatramanan; Mandy L. Wilson; Brian Klahn; Aniruddha Adiga; Benjamin Hurt; Joseph Outten; Abhijin Adiga; et al. (Int. J. High Perform. Comput. Appl., 2023)

Estimate Causal Effects of Entangled Treatment on Graphs using Disentangled Instrumental Variables. - Jingyuan Chou; Jiangzhuo Chen; Madhav V. Marathe (IEEE Big Data, 2024)

State-Of-The-Art and Challenges in Causal Inference on Graphs: Confounders and Interferences. - Jingyuan Chou; Jiangzhuo Chen; Madhav V. Marathe (CogMI, 2024)

Agent-Based Simulation Framework for Multi-Variant Surveillance. - Sifat Afroj Moon; Jiangzhuo Chen; Baltazar Espinoza; Bryan Lewis 001; Madhav V. Marathe; Joseph Outten; Srinivasan Venkatramanan; Anil Vullikanti; Andrew S. Warren (WSC, 2024)

A Large-Scale Epidemic Simulation Framework for Realistic Social Contact Networks. - Joy Kitson; Ian J. Costello; Jiangzhuo Chen; Diego Jiménez; Stefan Hoops; Henning S. Mortveit; Esteban Meneses; Jae-Seung Yeom; Madhav V. Marathe; Abhinav Bhatele (CoRR, 2024)

Novel multi-cluster workflow system to support real-time HPC-enabled epidemic science: Investigating the impact of vaccine acceptance on COVID-19 spread. - Parantapa Bhattacharya; Dustin Machi; Jiangzhuo Chen; Stefan Hoops; Bryan Lewis 001; Henning S. Mortveit; Srinivasan Venkatramanan; Mandy L. Wilson; Achla Marathe; Przemyslaw J. Porebski; Brian Klahn; Joseph Outten; et al. (J. Parallel Distributed Comput., 2024)

Pandemics in Silico: Scaling Agent-Based Simulations on Realistic Social Contact Networks. - Joy Kitson; Ian J. Costello; Jiangzhuo Chen; Diego Jiménez; Stefan Hoops; Henning S. Mortveit; Esteban Meneses; Jae-Seung Yeom; Madhav V. Marathe; Abhinav Bhatele (IPDPS, 2025)