Ji Liu

Orcid: 0000-0001-9679-6303

Affiliations:
  • Stony Brook University, NY, USA
  • University of Illinois at Urbana-Champaign, USA (former)
  • Yale University, School of Engineering and Applied Science (PhD 2013)


According to our database1, Ji Liu authored at least 152 papers between 2011 and 2024.

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Bibliography

2024
Entanglement Routing Design Over Quantum Networks.
IEEE/ACM Trans. Netw., February, 2024

Finite-time error bounds for distributed linear stochastic approximation.
Autom., January, 2024

Sampling-based Safe Reinforcement Learning for Nonlinear Dynamical Systems.
CoRR, 2024

2023
Reaching a consensus with limited information.
Syst. Control. Lett., June, 2023

Economical Behavior Modeling and Analyses for Data Collection in Edge Internet of Things Networks.
ACM Trans. Sens. Networks, May, 2023

Distributed Multiarmed Bandits.
IEEE Trans. Autom. Control., May, 2023

Multilayer SIS Model With an Infrastructure Network.
IEEE Trans. Control. Netw. Syst., March, 2023

Byzantine-Resilient Decentralized Multi-Armed Bandits.
CoRR, 2023

Entanglement Routing Over Quantum Networks Using Greenberger-Horne-Zeilinger Measurements.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

Information-Directed Policy Search in Sparse-Reward Settings via the Occupancy Information Ratio.
Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023

A Resilient Distributed Algorithm for Solving Linear Equations.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Split-Spectrum Based Distributed Estimator for a Continuous-Time Linear System on a Time-Varying Graph.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Resilient Distributed Optimization<sup>*</sup>.
Proceedings of the American Control Conference, 2023

2022
Differentially Private Federated Temporal Difference Learning.
IEEE Trans. Parallel Distributed Syst., 2022

On a Networked SIS Epidemic Model With Cooperative and Antagonistic Opinion Dynamics.
IEEE Trans. Control. Netw. Syst., 2022

Reinforcement Learning Based Distributed Control of Dissipative Networked Systems.
IEEE Trans. Control. Netw. Syst., 2022

Applications of the Poincaré-Hopf Theorem: Epidemic Models and Lotka-Volterra Systems.
IEEE Trans. Autom. Control., 2022

Convergence and Equilibria Analysis of a Networked Bivirus Epidemic Model.
SIAM J. Control. Optim., 2022

Distributed State Estimation for Linear Systems.
CoRR, 2022

Resilient Distributed Optimization.
CoRR, 2022

Cooperative Actor-Critic via TD Error Aggregation.
CoRR, 2022

Modeling and Analysis of a Coupled SIS Bi-Virus Model.
CoRR, 2022

Occupancy Information Ratio: Infinite-Horizon, Information-Directed, Parameterized Policy Search.
CoRR, 2022

A hybrid observer for estimating the state of a distributed linear system.
Autom., 2022

Gossip over holonomic graphs.
Autom., 2022

Multi-Entanglement Routing Design over Quantum Networks.
Proceedings of the IEEE INFOCOM 2022, 2022

Distributed and Decentralized Edge Caching in 5G Networks Using Non-Volatile Memory Systems.
Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

Policy Gradient for Ratio Optimization: A Case Study.
Proceedings of the 56th Annual Conference on Information Sciences and Systems, 2022

Subgradient-Push Is of the Optimal Convergence Rate.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Resilient Constrained Consensus over Complete Graphs via Feasibility Redundancy.
Proceedings of the American Control Conference, 2022

2021
Push-Sum-Enabled Resilient Microgrid Control.
IEEE Trans. Smart Grid, 2021

Reputation and Pricing Dynamics in Online Markets.
IEEE/ACM Trans. Netw., 2021

Erratum to "Analysis, Identification, and Validation of Discrete-Time Epidemic Processes".
IEEE Trans. Control. Syst. Technol., 2021

A Game-Theoretic Framework for Multiperiod-Multicompany Demand Response Management in the Smart Grid.
IEEE Trans. Control. Syst. Technol., 2021

On Spectral Properties of Signed Laplacians With Connections to Eventual Positivity.
IEEE Trans. Autom. Control., 2021

Federated Bandit: A Gossiping Approach.
Proc. ACM Meas. Anal. Comput. Syst., 2021

Decentralized Multi-Armed Bandit Can Outperform Classic Upper Confidence Bound.
CoRR, 2021

Resilient Consensus-based Multi-agent Reinforcement Learning with Function Approximation.
CoRR, 2021

Multi-Layer SIS Model with an Infrastructure Network.
CoRR, 2021

On a Network SIS Epidemic Model with Cooperative and Antagonistic Opinion Dynamics.
CoRR, 2021

L2-gain analysis for dynamic event-triggered networked control systems with packet losses and quantization.
Autom., 2021

Multi-competitive viruses over time-varying networks with mutations and human awareness.
Autom., 2021

Reinforcement Learning for Cost-Aware Markov Decision Processes.
Proceedings of the 38th International Conference on Machine Learning, 2021

Distributed Multi-Armed Bandit over Arbitrary Undirected Graphs.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

On a Discrete-Time Network SIS Model with Opinion Dynamics.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

A Distributed Algorithm for Multi-Armed Bandit with Homogeneous Rewards over Directed Graphs.
Proceedings of the 2021 American Control Conference, 2021

Forming 2D3D Operator Control for Ambiguous Image Environments.
Proceedings of the 2021 American Control Conference, 2021

Privacy-Preserving Decentralized Edge Caching in 5G Networks.
Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2020
Analysis, Estimation, and Validation of Discrete-Time Epidemic Processes.
IEEE Trans. Control. Syst. Technol., 2020

Opinion Dynamics With Cross-Coupling Topics: Modeling and Analysis.
IEEE Trans. Comput. Soc. Syst., 2020

From Matrix-Weighted Consensus to Multipartite Average Consensus.
IEEE Trans. Control. Netw. Syst., 2020

Consensus and Disagreement of Heterogeneous Belief Systems in Influence Networks.
IEEE Trans. Autom. Control., 2020

A Private and Finite-Time Algorithm for Solving a Distributed System of Linear Equations.
CoRR, 2020

A Distributed Observer for a Continuous-Time Linear System with time-varying network.
CoRR, 2020

Distributed learning of average belief over networks using sequential observations.
Autom., 2020

Analysis of a nonlinear opinion dynamics model with biased assimilation.
Autom., 2020

Privacy-Preserving Distributed Edge Caching for Mobile Data Offloading in 5G Networks.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

A Distributed Algorithm for Sequential Decision Making in Multi-Armed Bandit with Homogeneous Rewards.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Communication-Efficient Distributed Algorithms for Solving Linear Algebraic Equations over Directed Graphs.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Toward Resilient Multi-Agent Actor-Critic Algorithms for Distributed Reinforcement Learning.
Proceedings of the 2020 American Control Conference, 2020

An Interactive Control Approach to 3D Shape Reconstruction.
Proceedings of the 2020 American Control Conference, 2020

2019
Generalized Sarymsakov Matrices.
IEEE Trans. Autom. Control., 2019

Analysis and Control of a Continuous-Time Bi-Virus Model.
IEEE Trans. Autom. Control., 2019

Maxwells Demon: Controlling Entropy via Discrete Ricci Flow Over Networks.
CoRR, 2019

Stochastic Convergence Results for Regularized Actor-Critic Methods.
CoRR, 2019

A Multi-Agent Off-Policy Actor-Critic Algorithm for Distributed Reinforcement Learning.
CoRR, 2019

Networked Infectious Disease-Contaminated Water Model.
Proceedings of the 17th European Control Conference, 2019

Characterizing Distances of Networks on the Tensor Manifold.
Proceedings of the Complex Networks and Their Applications VIII, 2019

Resilient Exponential Consensus with Time-Varying Adversary Attacks and Asynchronous Events.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

A Distributed Observer for a Discrete-Time Linear System.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Multi-Layer Disease Spread Model with a Water Distribution Network.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

A Communication-Efficient Multi-Agent Actor-Critic Algorithm for Distributed Reinforcement Learning.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Necessary Conditions and Sufficient Conditions for Finding a Common Fixed Point of a Family of Maps Using a Distributed Algorithm.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Exponentially Fast Estimation of Power System Oscillation Modes Using Distributed Phasor Data.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

A Viral Model of Product Adoption with Antagonistic Interactions.
Proceedings of the 2019 American Control Conference, 2019

A Distributed Observer for a Continuous-Time Linear System.
Proceedings of the 2019 American Control Conference, 2019

A Networked SIS Disease Dynamics Model with a Waterborne Pathogen.
Proceedings of the 2019 American Control Conference, 2019

2018
Evolution of Social Power in Social Networks With Dynamic Topology.
IEEE Trans. Autom. Control., 2018

Asynchronous Distributed Algorithms for Solving Linear Algebraic Equations.
IEEE Trans. Autom. Control., 2018

Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space.
CoRR, 2018

TStarBots: Defeating the Cheating Level Builtin AI in StarCraft II in the Full Game.
CoRR, 2018

Request-based gossiping without deadlocks.
Autom., 2018

Unified stability criteria for slowly time-varying and switched linear systems.
Autom., 2018

Distributed Optimization for Control.
Annu. Rev. Control. Robotics Auton. Syst., 2018

A Stackelberg Game Framework for Mobile Data Gathering in Leasing Residential Sensor Networks.
Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018

Modeling Dishonest Behavior in Mobile Data Gathering Over Leasing Residential Sensor Networks.
Proceedings of the IEEE Global Communications Conference, 2018

A Generalized Discrete-Time Altafini Model.
Proceedings of the 16th European Control Conference, 2018

On the Effects of Heterogeneous Logical Interdependencies in a Multi-Dimensional Opinion Dynamics Model.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Stability Analysis of a Nonlinear Opinion Dynamics Model for Biased Assimilation.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Differentially Private Gossip Gradient Descent.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Discrete-Time Polar Opinion Dynamics with Heterogeneous Individuals.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Gossip Gradient Descent.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Discrete-Time Spread Processes: Analysis, Identification, and Validation.
Proceedings of the 2018 Annual American Control Conference, 2018

A Coupled Bi-Virus Spread Model in Networked Systems.
Proceedings of the 2018 Annual American Control Conference, 2018

2017
Distributed Averaging Using Periodic Gossiping.
IEEE Trans. Autom. Control., 2017

On Convergence Rate of Weighted-Averaging Dynamics for Consensus Problems.
IEEE Trans. Autom. Control., 2017

Exponential Convergence of the Discrete- and Continuous-Time Altafini Models.
IEEE Trans. Autom. Control., 2017

Distributed Evaluation and Convergence of Self-Appraisals in Social Networks.
IEEE Trans. Autom. Control., 2017

A Game-Theoretic Method for Multi-Period Demand Response: Revenue Maximization, Power Allocation, and Asymptotic Behavior.
CoRR, 2017

Discrete-Time Polar Opinion Dynamics with Susceptibility.
CoRR, 2017

On the Analysis of the DeGroot-Friedkin Model with Dynamic Relative Interaction Matrices.
CoRR, 2017

Exponential convergence of a distributed algorithm for solving linear algebraic equations.
Autom., 2017

Modification of social dominance in social networks by selective adjustment of interpersonal weights.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

On convergence rate of a continuous-time distributed self-appraisal model with time-varying relative interaction matrices.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

A hybrid observer for a distributed linear system with a changing neighbor graph.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

A dynamical network framework with application to stability of power networks.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

An approach to distributed parametric learning with streaming data.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Countries' survival in networked international environments.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

On spectral properties of signed Laplacians for undirected graphs.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

On a continuous-time multi-group bi-virus model with human awareness.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Multi-competitive viruses over static and time-varying networks.
Proceedings of the 2017 American Control Conference, 2017

Modulus consensus over time-varying digraphs.
Proceedings of the 2017 American Control Conference, 2017

Distributed belief averaging using sequential observations.
Proceedings of the 2017 American Control Conference, 2017

A distributed algorithm for computing a common fixed point of a family of strongly quasi-nonexpansive maps.
Proceedings of the 2017 American Control Conference, 2017

2016
Design and Analysis of Distributed Averaging With Quantized Communication.
IEEE Trans. Autom. Control., 2016

Pricing for Sharing Economy with Reputation.
SIGMETRICS Perform. Evaluation Rev., 2016

Convergence rate on periodic gossiping.
Inf. Sci., 2016

Modeling the dynamics of a network-based model of virus attacks on targeted resources.
Commun. Nonlinear Sci. Numer. Simul., 2016

Periodic behavior of a diffusion model over directed graphs.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

An asynchronous distributed algorithm for computing a common fixed point of a family of paracontractions.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Characterizing the positive semidefiniteness of signed Laplacians via Effective Resistances.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Distributed averaging with quantized communication over dynamic graphs.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

On the analysis of a continuous-time bi-virus model.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

The discrete-time Altafini model of opinion dynamics with communication delays and quantization.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Input-output stability of linear consensus processes.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Convergence rate of the modified DeGroot-Friedkin model with doubly stochastic relative interaction matrices.
Proceedings of the 2016 American Control Conference, 2016

A continuous-time distributed algorithm for solving linear equations.
Proceedings of the 2016 American Control Conference, 2016

Stability of the continuous-time Altafini model.
Proceedings of the 2016 American Control Conference, 2016

Stochastic communication-efficient distributed algorithms for solving linear algebraic equations.
Proceedings of the 2016 IEEE Conference on Control Applications, 2016

2015
A Distributed Algorithm for Solving a Linear Algebraic Equation.
IEEE Trans. Autom. Control., 2015

Products of generalized stochastic Sarymsakov matrices.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Connections between stability conditions for slowly time-varying and switched linear systems.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Distributed evaluation and convergence of self-appraisals in social networks.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

A Stackelberg game for multi-period demand response management in the smart grid.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Stability of discrete-time Altafini's model: A graphical approach.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

On a Modified DeGroot-Friedkin model of opinion dynamics.
Proceedings of the American Control Conference, 2015

2014
A communication-efficient distributed algorithm for solving linear algebraic equations.
Proceedings of the 7th International Conference on NETwork Games, COntrol and OPtimization, 2014

A Lyapunov approach to discrete-time linear consensus.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Toward Optimal Network Topology Design for Fast and Secure Distributed Computation.
Proceedings of the Decision and Game Theory for Security - 5th International Conference, 2014

Complex constrained consensus.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Stability of a distributed algorithm for solving linear algebraic equations.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Internal stability of linear consensus processes.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013
Analysis of accelerated gossip algorithms.
Autom., 2013

An asynchronous distributed algorithm for solving a linear algebraic equation.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Towards optimal convex combination rules for gossiping.
Proceedings of the American Control Conference, 2013

2012
Revisiting request-based gossiping: The effects of queue updates on convergence time.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Dynamic threshold models of collective action in social networks.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Asynchronous distributed averaging using double linear iterations.
Proceedings of the American Control Conference, 2012

2011
Deterministic Gossiping.
Proc. IEEE, 2011

Accelerated linear iterations for distributed averaging.
Annu. Rev. Control., 2011

Request-based gossiping.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Contractions for consensus processes.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011


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