Publication
[ Google Scholar Citation Page ]
Preprints
Fast Consensus Topology Design via Minimizing Laplacian Energy [ arXiv ]
S. Lu and J. Liu
Decentralized Multi-Armed Bandit Can Outperform Classic Upper Confidence Bound: A Homogeneous Case over Strongly Connected Graphs [ arXiv ]
J. Zhu and J. Liu
An Analysis Tool for Push-Sum Based Distributed Optimization [ arXiv ]
Y. Lin and J. Liu
Occupancy Information Ratio: Infinite-Horizon, Information-Directed, Parameterized Policy Search [ arXiv ]
W. A. Suttle, A. Koppel, and J. Liu
Journal Papers
Byzantine-Resilient Decentralized Multi-Armed Bandits [ arXiv ]
J. Zhu, A. Koppel, A. Velasquez, and J. Liu. Transactions on Machine Learning Research. accepted.
Resilient Multi-agent Reinforcement Learning with Function Approximation [ link ]
L. Ye, M. Figura, Y. Lin, M. Pal, P. Das, J. Liu, and V. Gupta. IEEE Transactions on Automatic Control. accepted.
Split-Spectrum Based Distributed State Estimation for Linear Systems [ link ]
L. Wang, J. Liu, B. D. O. Anderson, and A. S. Morse. Automatica. accepted.
Entanglement Management through Swapping over Quantum Internets
Y. Zeng, J. Zhang, J. Liu, Z. Liu, and Y. Yang. IEEE Network Magazine. accepted.
Finite-Time Error Bounds for Distributed Linear Stochastic Approximation [ link ] [ arXiv ]
Y. Lin, V. Gupta, and J. Liu. Automatica. accepted.
Entanglement Routing Design over Quantum Networks
Y. Zeng, J. Zhang, J. Liu, Z. Liu, and Y. Yang. IEEE/ACM Transactions on Networking. accepted.
Reaching a Consensus with Limited Information [ arXiv ]
J. Zhu, Y. Lin, J. Liu, and A. S. Morse. Systems & Control Letters, Art Krener Special Issue. accepted.
Distributed Multi-Armed Bandits [ link ]
J. Zhu and J. Liu. IEEE Transactions on Automatic Control, Special Issue on Learning for Control. accepted.
Vulnerability of VOC-based Inverter due to Noise Injection and its Mitigation
S. K. Mazumder, M. D. R. Greidanus, J. Liu, and A. Mantooth. IEEE Transactions on Power Electronics. accepted. letter.
A Hybrid Observer for Estimating the State of a Distributed Linear System [ arXiv ]
L. Wang, J. Liu, and A. S. Morse. Automatica. accepted.
Employing Interacting Qubits for Distributed Microgrid Control [ link ]
P. Babahajini, P. Zhang, T.-C. Wei, J. Liu, and X. Lu. IEEE Transactions on Power Systems. accepted.
Multi-Layer SIS Model with an Infrastructure Network [ arXiv ]
P. E. Paré, A. Janson, S. Gracy, J. Liu, H. Sandberg, and K. H. Johansson. IEEE Transactions on Control of Network Systems. accepted.
Economical Behavior Modeling and Analyses for Data Collection in Edge Internet of Things Networks
Y. Zeng, P. Zhou, C. Wang, J. Liu, and Y. Yang. ACM Transactions on Sensor Networks, Special Section on Internet of Behavior for Emerging Technologies. accepted.
On a Network SIS Epidemic Model with Cooperative and Antagonistic Opinion Dynamics [ arXiv ]
B. She, J. Liu, S. Sundaram, and P. E. Paré. IEEE Transactions on Control of Network Systems, Special Issue on Dynamics and Behaviors in Social Networks. accepted.
Differentially Private Federated Temporal Difference Learning
Y. Zeng, Y. Lin, Y. Yang, and J. Liu. IEEE Transactions on Parallel and Distributed Systems, Special Section on Parallel and Distributed Computing Techniques for AI, ML and DL. accepted.
Convergence and Equilibria Analysis of a Networked Bivirus Epidemic Model [ arXiv ]
M. Ye, B. D. O. Anderson, and J. Liu. SIAM Journal on Control and Optimization, Special Section: Mathematical Modeling, Analysis, and Control of Epidemics. accepted.
Gossip over Holonomic Graphs [ arXiv ]
X. Chen, M.-A. Belabbas, and J. Liu. Automatica. accepted. brief paper.
Reinforcement Learning based Distributed Control of Dissipative Networked Systems [ arXiv ]
K. C. Kosaraju, S. Sivaranjani, W. A. Suttle, V. Gupta, and J. Liu. IEEE Transactions on Control of Network Systems. accepted.
Reputation and Pricing Dynamics in Online Markets [ arXiv ]
Q. Ma, J. Huang, T. Başar, J. Liu, and X. Chen. IEEE/ACM Transactions on Networking. accepted.
Applications of the Poincaré-Hopf Theorem: Epidemic Models and Lotka-Volterra Systems [ arXiv ]
M. Ye, J. Liu, B. D. O. Anderson, and M. Cao. IEEE Transactions on Automatic Control. accepted.
Push-Sum-Enabled Resilient Microgrid Control [ link ]
P. Babahajini, L. Wang, J. Liu, and P. Zhang. IEEE Transactions on Smart Grid. accepted. letter.
L2-Gain Analysis for Dynamic Event-Triggered Networked Control Systems with Packet Losses and Quantization [ link ]
C. Wu, X. Zhao, W. Xia, J. Liu, and T. Başar. Automatica. accepted. brief paper.
Federated Bandit: A Gossiping Approach [ link ]
Z. Zhu, J. Zhu, J. Liu, and Y. Liu. Proceedings of the ACM on Measurement and Analysis of Computing Systems, 2021. accepted.
How do Social Media and Individual Behaviors Affect Epidemic Transmission and Control? [ link ]
E. Du, E. Chen, J. Liu, and C. Zheng. Science of the Total Environment. accepted.
Multi-Competitive Viruses over Time-Varying Networks with Mutations and Human Awareness [ link ]
P. E. Paré, J. Liu, C. L. Beck, A. Nedić, and T. Başar. Automatica. accepted.
On Spectral Properties of Signed Laplacians with Connections to Eventual Positivity [ link ]
W. Chen, D. Wang, J. Liu, Y. Chen, S. Z. Khong, T. Başar, K. H. Johansson, and L. Qiu. IEEE Transactions on Automatic Control. accepted.
Analysis of a Nonlinear Opinion Dynamics Model with Biased Assimilation [ link ]
W. Xia, M. Ye, J. Liu, M. Cao, and X.-M. Sun. Automatica. accepted. brief paper.
A Game-Theoretic Framework for Multi-Period-Multi-Company Demand Response Management in the Smart Grid [ link ]
K. Alshehri, J. Liu, X. Chen, and T. Başar. IEEE Transactions on Control Systems Technology. accepted.
From Matrix-weighted Consensus to Multipartite Average Consensus [ link ]
S.-H. Kwon, Y.-B. Bae, J. Liu, and H.-S. Ahn. IEEE Transactions on Control of Network Systems. accepted.
Opinion Dynamics with Cross-Coupling Topics: Modeling and Analysis [ link ]
H.-S. Ahn, Q. V. Tran, M. H. Trinh, M. Ye, J. Liu, and K. L. Moore. IEEE Transactions on Computational Social Systems. to appear.
Consensus and Disagreement of Heterogeneous Belief Systems in Influence Networks [ link ]
M. Ye, J. Liu, L. Wang, B. D. O. Anderson, and M. Cao. IEEE Transactions on Automatic Control. to appear.
Distributed Learning of Average Belief over Networks Using Sequential Observations [ link ]
K. Zhang, Y. Liu, J. Liu, M. Liu, and T. Başar. Automatica. to appear.
Analysis, Estimation, and Validation of Discrete-Time Epidemic Processes [ link ] [ erratum ]
P. E. Paré, J. Liu, C. L. Beck, B. E. Kirwan, and T. Başar. IEEE Transactions on Control Systems Technology, 28(1): 79-93, 2020.
Analysis and Control of a Continuous-Time Bi-Virus Model [ link ]
J. Liu, P. E. Paré, A. Nedić, C. Y. Tang, C. L. Beck, and T. Başar. IEEE Transactions on Automatic Control, 64(12): 4891-4906, 2019.
Generalized Sarymsakov Matrices [ link ]
W. Xia, J. Liu, M. Cao, K. H. Johansson, and T. Başar. IEEE Transactions on Automatic Control, 64(8): 3085-3100, 2019.
Evolution of Social Power in Social Networks with Dynamic Topology [ link ]
M. Ye, J. Liu, B. D. O. Anderson, C. Yu, and T. Başar. IEEE Transactions on Automatic Control, 63(11): 3793-3808, 2018.
Unified Stability Criteria for Slowly Time-Varying and Switched Linear Systems [ link ]
X. Gao, D. Liberzon, J. Liu, and T. Başar. Automatica, 96: 110-120, 2018.
Distributed Optimization for Control [ link ]
A. Nedić and J. Liu. Annual Review of Control, Robotics, and Autonomous Systems, 1: 77-103, 2018.
Request-Based Gossiping without Deadlocks [ link ] [ arXiv ]
J. Liu, S. Mou, A. S. Morse, B. D. O. Anderson, and C. Yu. Automatica, 93: 454-461, 2018. brief paper.
Asynchronous Distributed Algorithms for Solving Linear Algebraic Equations [ link ]
J. Liu, S. Mou, and A. S. Morse. IEEE Transactions on Automatic Control, 63(2): 372-385, 2018.
Exponential Convergence of the Discrete- and Continuous-Time Altafini Models [ link ]
J. Liu, X. Chen, T. Başar, and M.-A. Belabbas. IEEE Transactions on Automatic Control, 62(12): 6168-6182, 2017.
Exponential Convergence of a Distributed Algorithm for Solving Linear Algebraic Equations [ link ] [ arXiv ]
J. Liu, A. S. Morse, A. Nedić, and T. Başar. Automatica, 83: 37-46, 2017.
Distributed Averaging Using Periodic Gossiping [ link ]
C. Yu, B. D. O. Anderson, S. Mou, J. Liu, F. He, and A. S. Morse. IEEE Transactions on Automatic Control, 62(8): 4282-4289, 2017. technical note.
On Convergence Rate of Weighted-Averaging Dynamics for Consensus Problems [ link ]
A. Nedić and J. Liu. IEEE Transactions on Automatic Control, 62(2): 766-781, 2017.
Distributed Evaluation and Convergence of Self-Appraisals in Social Networks [ link ]
X. Chen, J. Liu, M.-A. Belabbas, Z. Xu, and T. Başar. IEEE Transactions on Automatic Control, 62(1): 291-304, 2017.
Design and Analysis of Distributed Averaging with Quantized Communication [ link ]
M. El Chamie, J. Liu, and T. Başar. IEEE Transactions on Automatic Control, 61(12): 3870-3884, 2016.
Convergence Rate on Periodic Gossiping [ link ]
F. He, S. Mou, J. Liu, and A. S. Morse. Information Sciences, 364-365: 111-125, 2016.
A Distributed Algorithm for Solving a Linear Algebraic Equation [ link ]
S. Mou, J. Liu, and A. S. Morse. IEEE Transactions on Automatic Control, 60(11): 2863-2878, 2015.
Analysis of Accelerated Gossip Algorithms [ link ]
J. Liu, B. D. O. Anderson, M. Cao, and A. S. Morse. Automatica, 49(4): 873-883, 2013.
Accelerated Linear Iterations for Distributed Averaging [ link ]
J. Liu and A. S. Morse. Annual Reviews in Control, 35(2): 160-165, 2011.
Deterministic Gossiping [ link ]
J. Liu, S. Mou, A. S. Morse, B. D. O. Anderson, and C. Yu. Proceedings of the IEEE, 99(9): 1505-1524, 2011.
Conference Papers
Optimal Topology for Minimal Laplacian Energy
S. Lu and J. Liu. 26th International Symposium on the Mathematical Theory of Networks and Systems, 2024. extended abstract.
Multi-user Entanglement Routing Design over Quantum Internets
Y. Zeng, J. Zhang, X. Shang, J. Liu, Z. Liu, and Y. Yang. 44th IEEE International Conference on Distributed Computing Systems, 2024.
Heterogeneous Distributed Subgradient
Y. Lin, M. Gamarra, and J. Liu. American Control Conference, 2024.
A Discrete-time Networked Competitive Bivirus SIS Model
S. Gracy, J. Liu, T. Başar, and C. A. Uribe. European Control Conference, 2024.
Sampling-based Safe Reinforcement Learning for Nonlinear Dynamical Systems [ arXiv ]
W. A. Suttle, V. K. Sharma, K. C. Kosaraju, S. Sivaranjani, J. Liu, V. Gupta, and B. M. Sadler. 27th International Conference on Artificial Intelligence and Statistics, 2024.
A Resilient Distributed Algorithm for Solving Linear Equations [ arXiv ]
J. Zhu, A. Velasquez, and J. Liu. 62nd IEEE Conference on Decision and Control, 2023.
Split-Spectrum based Distributed Estimator for a Continuous-Time Linear System on a Time-Varying Graph
L. Wang, J. Liu, A. S. Morse, and B. D. O. Anderson. 62nd IEEE Conference on Decision and Control, 2023.
Entanglement Routing over Quantum Networks Using Greenberger-Horne-Zeilinger Measurements
Y. Zeng, J. Zhang, J. Liu, Z. Liu, and Y. Yang. 43rd IEEE International Conference on Distributed Computing Systems, 2023.
Resilient Distributed Optimization [ arXiv ]
J. Zhu, Y. Lin, A. Velasquez, and J. Liu. American Control Conference, 2023.
Information-Directed Policy Search in Sparse-Reward Settings via the Occupancy Information Ratio
W. A. Suttle, A. Koppel, and J. Liu. 57th Annual Conference on Information Sciences and Systems, 2023.
Occupancy Information Ratio: Infinite-Horizon, Information-Directed, Parameterized Policy Search
W. A. Suttle, A. Koppel, and J. Liu. When Machine Learning meets Dynamical Systems: Theory and Applications, Workshop at AAAI 2023.
Subgradient-Push Is of the Optimal Convergence Rate
Y. Lin and J. Liu. 61st IEEE Conference on Decision and Control, 2022.
Reaching a Consensus with Limited Information
J. Zhu, Y. Lin, J. Liu, and A. S. Morse. 61st IEEE Conference on Decision and Control, 2022.
Distributed and Decentralized Edge Caching in 5G Networks Using Non-Volatile Memory Systems
Y. Zeng, Y. Huang, Z. Liu, and J. Liu. 42nd IEEE International Conference on Distributed Computing Systems, 2022.
Semi-Supervised Data-Generation for Offline Reinforcement Learning via the Occupancy Information Ratio
W. A. Suttle, A. Koppel, G. Warnell, and J. Liu. 5th Multidisciplinary Conference on Reinforcement Learning and Decision Making, 2022. extended abstract.
Resilient Constrained Consensus over Complete Graphs via Feasibility Redundancy
J. Zhu, Y. Lin, A. Velasquez, and J. Liu. American Control Conference, 2022.
A Novel Analysis Tool for Push-Sum Based Distributed Algorithms
Y. Lin and J. Liu. 13th Asian Control Conference, 2022. position paper.
Policy Gradient for Ratio Optimization: A Case Study
W. A. Suttle, A. Koppel, and J. Liu. 56th Annual Conference on Information Sciences and Systems, 2022.
Multi-Entanglement Routing Design over Quantum Networks
Y. Zeng, J. Zhang, J. Liu, Z. Liu, and Y. Yang. IEEE International Conference on Computer Communications, 2022.
Distributed Multi-Armed Bandit over Arbitrary Undirected Graphs
J. Zhu and J. Liu. 60th IEEE Conference on Decision and Control, 2021.
On a Discrete-Time Network SIS Model with Opinion Dynamics
Y. Lin, W. Xuan, R. Ren, and J. Liu. 60th IEEE Conference on Decision and Control, 2021.
Privacy-Preserving Decentralized Edge Caching in 5G Networks
Y. Zeng, Y. Huang, Z. Liu, J. Liu, and Y. Yang. IEEE International Conference on Cloud Computing, 2021.
Reinforcement Learning for Cost-Aware Markov Decision Processes
W. A. Suttle, K. Zhang, Z. Yang, D. Kraemer, and J. Liu. 38th International Conference on Machine Learning, 2021.
Federated Bandit: A Gossiping Approach
Z. Zhu, J. Zhu, J. Liu, and Y. Liu. ACM SIGMETRICS, 2021.
A Distributed Algorithm for Multi-Armed Bandit with Homogeneous Rewards over Directed Graphs
J. Zhu and J. Liu. American Control Conference, 2021.
Forming 2D3D Operator Control for Ambiguous Image Environments
B. Islam, J. Liu, A. Yezzi, and R. Sandhu. American Control Conference, 2021.
Controlling Network Entropy and Maxwell's Demon
R. Sandhu and J. Liu. 24th International Symposium on the Mathematical Theory of Networks and Systems, 2020. extended abstract.
Federated Bandit: A Gossiping Approach
Z. Zhu, J. Zhu, J. Liu, and Y. Liu. NeurIPS-20 Workshop on Scalability, Privacy, and Security in Federated Learning, 2020.
A Distributed Algorithm for Sequential Decision Making in Multi-Armed Bandit with Homogeneous Rewards
J. Zhu, R. Sandhu, and J. Liu. 59th IEEE Conference on Decision and Control, 2020.
Communication-Efficient Distributed Algorithms for Solving Linear Algebraic Equations over Directed Graphs
J. Liu and B. D. O. Anderson. 59th IEEE Conference on Decision and Control, 2020.
On a Discrete-Time Network SIS Model with Opinion Dynamics
W. Xuan, R. Ren, and J. Liu. 3rd IFAC Workshop on Cyber-Physical & Human Systems, 2020. extended abstract.
A Multi-Agent Off-Policy Actor-Critic Algorithm for Distributed Reinforcement Learning [ arXiv ]
W. A. Suttle, Z. Yang, K. Zhang, Z. Wang, T. Başar, and J. Liu. 21st IFAC World Congress, 2020.
On a Network SIS Model with Opinion Dynamics
W. Xuan, R. Ren, P. E. Paré, M. Ye, S. Ruf, and J. Liu. 21st IFAC World Congress, 2020.
Controlling a Networked SIS Model via a Single Input over Undirected Graphs
D. Wang, J. Liu, P. E. Paré, W. Chen, L. Qiu, C. L. Beck, and T. Başar. 21st IFAC World Congress, 2020.
A Network SIS Meta-Population Model with Transportation Flow
M. Ye, J. Liu, C. Cenedese, Z. Sun, and M. Cao. 21st IFAC World Congress, 2020.
Distributed Feedback Control on the SIS Network Model: An Impossibility Result
M. Ye, J. Liu, B. D. O. Anderson, and M. Cao. 21st IFAC World Congress, 2020.
Privacy-Preserving Distributed Edge Caching for Mobile Data Offloading in 5G Networks
Y. Zeng, Y. Huang, J. Liu, and Y. Yang. 40th IEEE International Conference on Distributed Computing Systems, 2020.
An Interactive Control Approach to 3D Shape Reconstruction
B. Islam, J. Liu, A. Yezzi, and R. Sandhu. American Control Conference, 2020.
Toward Resilient Multi-Agent Actor-Critic Algorithms for Distributed Reinforcement Learning
Y. Lin, S. Gade, R. Sandhu, and J. Liu. American Control Conference, 2020.
Maxwell's Demon: Controlling Entropy via Discrete Ricci Flow Over Networks
R. Sandhu and J. Liu. 6th International Winter School and Conference on Network Science, 2020.
A Convergence Result for Regularized Actor-Critic Methods
W. A. Suttle, Z. Yang, K. Zhang, and J. Liu. NeurIPS Workshop: The Optimization Foundations of Reinforcement Learning, 2019.
An Asynchronous Multi-Agent Actor-Critic Algorithm for Distributed Reinforcement Learning
Y. Lin, Y. Luo, W. A. Suttle, K. Zhang, Z. Yang, Z. Wang, T. Başar, R. Sandhu, and J. Liu. NeurIPS Workshop: The Optimization Foundations of Reinforcement Learning, 2019.
Multi-Layer Disease Spread Model with a Water Distribution Network
P. E. Paré, J. Liu, H. Sandberg, and K. H. Johansson. 58th IEEE Conference on Decision and Control, pages 8335-8340, 2019.
Necessary Conditions and Sufficient Conditions for Finding a Common Fixed Point of a Family of Maps Using a Distributed Algorithm
D. Fullmer, J. Liu, and A. S. Morse. 58th IEEE Conference on Decision and Control, pages 8248-8253, 2019.
Exponentially Fast Estimation of Power System Oscillation Modes Using Distributed Phasor Data
J. Liu, A. Chakrabortty, and T. Başar. 58th IEEE Conference on Decision and Control, pages 7506-7511, 2019.
A Communication-Efficient Multi-Agent Actor-Critic Algorithm for Distributed Reinforcement Learning
Y. Lin, K. Zhang, Z. Yang, Z. Wang, T. Başar, R. Sandhu, and J. Liu. 58th IEEE Conference on Decision and Control, pages 5562-5567, 2019.
Resilient Exponential Consensus with Time-Varying Adversary Attacks and Asynchronous Events
W. Xia, J. Liu, S. Li, X.-M. Sun, and M. Han. 58th IEEE Conference on Decision and Control, pages 5438-5443, 2019.
A Distributed Observer for a Discrete-Time Linear System
L. Wang, J. Liu, A. S. Morse, and B. D. O. Anderson. 58th IEEE Conference on Decision and Control, pages 367-372, 2019.
Characterizing Distances of Networks on the Tensor Manifold
B. Islam, J. Liu, and R. Sandhu. 8th International Conference on Complex Networks and their Applications, pages 955-964, 2019.
Accelerated Visual Inertial Navigation via Fragmented Structure Updates
Y. Litman, Y. Wang, and J. Liu. IEEE/RSJ International Conference on Intelligent Robots and Systems, pages 5358-5363, 2019.
Why does the ICP Pulse Precede the ABP Pulse in Normal Intracranial Dynamics?
M. Egnor, L. Yang, J. Liu, S. Fiore, and P. M. Djurić. Congress of Neurological Surgeons Annual Meeting, 2019. abstract.
Stability Analysis of Normal and Abnormal Intracranial Dynamics
M. Egnor, L. Yang, J. Liu, S. Fiore, and P. M. Djurić. Congress of Neurological Surgeons Annual Meeting, 2019. abstract.
Resource Allocation for Epidemic Network under Complications
N. M. Hung, Q. V. Tran, J. Liu, and H.-S. Ahn. 19th International Conference on Control, Automation and Systems, pages 1512-1516, 2019.
A Viral Model of Product Adoption with Antagonistic Interactions
S. F. Ruf, P. E. Paré, J. Liu, C. L. Beck, and T. Başar. American Control Conference, pages 3382-3387, 2019.
A Networked SIS Disease Dynamics Model with a Waterborne Pathogen
J. Liu, P. E. Paré, E. Du, and Z. Sun. American Control Conference, pages 2735-2740, 2019.
A Distributed Observer for a Continuous-Time Linear System
L. Wang, J. Liu, and A. S. Morse. American Control Conference, pages 86-89, 2019.
Networked Infectious Disease-Contaminated Water Model
P. E. Paré, J. Liu, C. L. Beck, and T. Başar. European Control Conference, pages 2018-2023, 2019.
On the Effects of Heterogeneous Logical Interdependencies in a Multi-Dimensional Opinion Dynamics Model
M. Ye, J. Liu, and B. D. O. Anderson. 57th IEEE Conference on Decision and Control, pages 4372-4377, 2018.
Differentially Private Gossip Gradient Descent
Y. Liu, J. Liu, and T. Başar. 57th IEEE Conference on Decision and Control, pages 2777-2782, 2018.
Distributed Algorithms for Solving Locally Coupled Optimization Problems on Agent Networks
J. Hu, Y. Xiao, and J. Liu. 57th IEEE Conference on Decision and Control, pages 2420-2425, 2018.
Discrete-Time Polar Opinion Dynamics with Heterogeneous Individuals
J. Liu, M. Ye, B. D. O. Anderson, T. Başar, and A. Nedić. 57th IEEE Conference on Decision and Control, pages 1694-1699, 2018.
Stability Analysis of a Nonlinear Opinion Dynamics Model for Biased Assimilation
W. Xia, J. Liu, M. Cao, and X.-M. Sun. 57th IEEE Conference on Decision and Control, pages 1287-1292, 2018.
Modeling Dishonest Behavior in Mobile Data Gathering over Leasing Residential Sensor Networks
Y. Zeng, P. Zhou, J. Liu, and Y. Yang. IEEE Global Communications Conference, 2018.
Validation of Network-Dependent Epidemic Processes: A Study of Dr. Snow's Seminal Cholera Dataset
P. E. Paré, J. Liu, C. L. Beck, T. Başar, and A. Nedić. Epidemiology meets Data Mining and Knowledge Discovery Workshop at SIGKDD, 2018. poster paper.
Opinion Dynamics with State-Dependent Susceptibility to Influence
M. Ye, J. Liu, and B. D. O. Anderson. 23rd International Symposium on the Mathematical Theory of Networks and Systems, pages 820-823, 2018. extended abstract.
Asynchronous Distributed Parametric Learning with Streaming Data
J. Liu, Y. Liu, and W. Chen. 23rd International Symposium on the Mathematical Theory of Networks and Systems, pages 146-149, 2018. extended abstract.
Gossip Gradient Descent
Y. Liu, J. Liu, and T. Başar. 17th International Conference on Autonomous Agents and Multiagent Systems, pages 1995-1997, 2018. extended abstract.
A Coupled Bi-Virus Spread Model in Networked Systems
P. E. Paré, J. Liu, C. L. Beck, and T. Başar. American Control Conference, pages 4414-4419, 2018.
Discrete-Time Spread Processes: Analysis, Identification, and Validation
P. E. Paré, B. E. Kirwan, J. Liu, T. Başar, and C. L. Beck. American Control Conference, pages 404-409, 2018.
A Generalized Discrete-Time Altafini Model
L. Wang, J. Liu, A. S. Morse, B. D. O. Anderson, and D. Fullmer. European Control Conference, pages 1435-1440, 2018.
A Stackelberg Game Framework for Mobile Data Gathering in Leasing Residential Sensor Networks
Y. Zeng, P. Zhou, J. Liu, and Y. Yang. IEEE/ACM International Symposium on Quality of Service, 2018. short paper.
On a Continuous-Time Multi-Group Bi-Virus Model with Human Awareness
J. Liu, P. E. Paré, A. Nedić, C. L. Beck, and T. Başar. 56th IEEE Conference on Decision and Control, pages 4124-4129, 2017.
On Convergence Rate of a Continuous-Time Distributed Self-Appraisal Model with Time-Varying Relative Interaction Matrices
W. Xia, J. Liu, T. Başar, and X.-M. Sun. 56th IEEE Conference on Decision and Control, pages 4076-4081, 2017.
An Approach to Distributed Parametric Learning with Streaming Data
J. Liu, Y. Liu, A. Nedić, and T. Başar. 56th IEEE Conference on Decision and Control, pages 3206-3211, 2017.
A Dynamical Network Framework with Application to Stability of Power Networks
D. Wang, W. Chen, S. Z. Khong, J. Liu, T. Başar, and L. Qiu. 56th IEEE Conference on Decision and Control, pages 2924-2928, 2017.
Countries' Survival in Networked International Environments
Y. Li, A. S. Morse, J. Liu, and T. Başar. 56th IEEE Conference on Decision and Control, pages 2912-2917, 2017.
Modification of Social Dominance in Social Networks by Selective Adjustment of Interpersonal Weights
M. Ye, J. Liu, B. D. O. Anderson, C. Yu, and T. Başar. 56th IEEE Conference on Decision and Control, pages 2906-2911, 2017.
On Spectral Properties of Signed Laplacians for Undirected Graphs
W. Chen, D. Wang, J. Liu, T. Başar, and L. Qiu. 56th IEEE Conference on Decision and Control, pages 1999-2002, 2017.
A Hybrid Observer for a Distributed Linear System with a Changing Neighbor Graph
L. Wang, A. S. Morse, D. Fullmer, and J. Liu. 56th IEEE Conference on Decision and Control, pages 1024-1029, 2017.
On the Analysis of the DeGroot-Friedkin Model with Dynamic Relative Interaction Matrices
M. Ye, J. Liu, B. D. O. Anderson, C. Yu, and T. Başar. 20th IFAC World Congress, pages 12408-12413, 2017.
Multi-Competitive Viruses over Static and Time-Varying Networks
P. E. Paré, J. Liu, C. L. Beck, A. Nedić, and T. Başar. American Control Conference, pages 1685-1690, 2017.
Modulus Consensus over Time-Varying Digraphs
J. Liu, D. Wang, W. Chen, and T. Başar. American Control Conference, pages 948-953, 2017.
A Distributed Algorithm for Computing a Common Fixed Point of a Family of Strongly Quasi-nonexpansive Maps
J. Liu, D. Fullmer, A. Nedić, T. Başar, and A. S. Morse. American Control Conference, pages 686-690, 2017.
Distributed Belief Averaging Using Sequential Observations
Y. Liu, J. Liu, T. Başar, and M. Liu. American Control Conference, pages 680-685, 2017.
Input-Output Stability of Linear Consensus Processes
J. Liu, T. Başar, and A. Nedić. 55th IEEE Conference on Decision and Control, pages 6978-6983, 2016.
Distributed Averaging with Quantized Communication over Dynamic Graphs
M. El Chamie, J. Liu, T. Başar, and B. Açıkmeşe. 55th IEEE Conference on Decision and Control, pages 4827-4832, 2016.
The Discrete-Time Altafini Model of Opinion Dynamics with Communication Delays and Quantization
J. Liu, M. El Chamie, T. Başar, and B. Açıkmeşe. 55th IEEE Conference on Decision and Control, pages 3572-3577, 2016.
An Asynchronous Distributed Algorithm for Computing a Common Fixed Point of a Family of Paracontractions
D. Fullmer, J. Liu, and A. S. Morse. 55th IEEE Conference on Decision and Control, pages 2620-2625, 2016.
Characterizing the Positive Semidefiniteness of Signed Laplacians via Effective Resistances
W. Chen, J. Liu, Y. Chen, S. Z. Khong, D. Wang, T. Başar, L. Qiu and K. H. Johansson. 55th IEEE Conference on Decision and Control, pages 985-990, 2016.
On the Analysis of a Continuous-Time Bi-Virus Model
J. Liu, P. E. Paré, A. Nedić, C. Y. Tang, C. L. Beck, and T. Başar. 55th IEEE Conference on Decision and Control, pages 290-295, 2016.
Periodic Behavior of a Diffusion Model over Directed Graphs
Z. Gao, X. Chen, J. Liu, and T. Başar. 55th IEEE Conference on Decision and Control, pages 37-42, 2016.
Stochastic Communication-Efficient Distributed Algorithms for Solving Linear Algebraic Equations
X. Gao, J. Liu, and T. Başar. IEEE Multi-Conference on Systems and Control, pages 380-385, 2016.
On Semidefiniteness of Signed Laplacians with Application to Microgrids
W. Chen, D. Wang, J. Liu, T. Başar, K. H. Johansson, and L. Qiu. 6th IFAC Workshop on Distributed Estimation and Control in Networked Systems, 2016.
Products of Doubly Stochastic Matrices
W. Xia, J. Liu, M. Cao, K. H. Johansson, and T. Başar. 22nd International Symposium on the Mathematical Theory of Networks and Systems, pages 239-241, 2016. extended abstract.
Input-Output Stability of Linear Discrete-Time Consensus Processes
J. Liu and T. Başar. 22nd International Symposium on the Mathematical Theory of Networks and Systems, pages 236-238, 2016. extended abstract.
A Continuous-Time Distributed Algorithm for Solving Linear Equations
J. Liu, X. Chen, T. Başar, and A. Nedić. American Control Conference, pages 5551-5556, 2016.
Stability of the Continuous-Time Altafini Model
J. Liu, X. Chen, and T. Başar. American Control Conference, pages 1930-1935, 2016.
Convergence Rate of the Modified DeGroot-Friedkin Model with Doubly Stochastic Relative Interaction Matrices
W. Xia, J. Liu, K. H. Johansson, and T. Başar. American Control Conference, pages 1054-1059, 2016.
Pricing for Sharing Economy with Reputation
Q. Ma, J. Huang, T. Başar, J. Liu, and X. Chen. 11th Workshop on the Economics of Networks, Systems and Computation, 2016. abstract.
A Stackelberg Game for Multi-Period Demand Response Management in the Smart Grid
K. Alshehri, J. Liu, X. Chen, and T. Başar. 54th IEEE Conference on Decision and Control, pages 5889-5894, 2015.
Products of Generalized Stochastic Sarymsakov Matrices
W. Xia, J. Liu, M. Cao, K. H. Johansson, and T. Başar. 54th IEEE Conference on Decision and Control, pages 3621-3626, 2015.
Distributed Evaluation and Convergence of Self-Appraisals in Social Networks
X. Chen, J. Liu, Z. Xu, and T. Başar. 54th IEEE Conference on Decision and Control, pages 2895-2900, 2015.
Stability of Discrete-Time Altafini's Model: A Graphical Approach
J. Liu, X. Chen, T. Başar, and M.-A. Belabbas. 54th IEEE Conference on Decision and Control, pages 2835-2840, 2015.
Connections between Stability Conditions for Slowly Time-Varying and Switched Linear Systems
X. Gao, D. Liberzon, J. Liu, and T. Başar. 54th IEEE Conference on Decision and Control, pages 2329-2334, 2015.
On a Modified DeGroot-Friedkin Model of Opinion Dynamics
Z. Xu, J. Liu, and T. Başar. American Control Conference, pages 1047-1052, 2015.
Design and Analysis of Distributed Averaging with Quantized Communication
M. El Chamie, J. Liu, and T. Başar. 53rd IEEE Conference on Decision and Control, pages 3860-3865, 2014.
Stability of a Distributed Algorithm for Solving Linear Algebraic Equations
J. Liu, A. S. Morse, A. Nedić, and T. Başar. 53rd IEEE Conference on Decision and Control, pages 3707-3712, 2014.
Complex Constrained Consensus
J. Liu, A. Nedić, and T. Başar. 53rd IEEE Conference on Decision and Control, pages 1464-1469, 2014.
Internal Stability of Linear Consensus Processes
J. Liu, A. S. Morse, A. Nedić, and T. Başar. 53rd IEEE Conference on Decision and Control, pages 922-927, 2014.
A Lyapunov Approach to Discrete-Time Linear Consensus
A. Nedić and J. Liu. 2nd IEEE Global Conference on Signal and Information Processing, pages 842-846, 2014.
Toward Optimal Network Topology Design for Fast and Secure Distributed Computation
J. Liu and T. Başar. 5th International Conference on Decision and Game Theory for Security, pages 234-245, 2014.
A Communication-Efficient Distributed Algorithm for Solving Linear Algebraic Equations
J. Liu, X. Gao, and T. Başar. International Conference on Network Games, Control and Optimization, pages 62-69, 2014.
An Asynchronous Distributed Algorithm for Solving a Linear Algebraic Equation
J. Liu, S. Mou, and A. S. Morse. 52nd IEEE Conference on Decision and Control, pages 5409-5414, 2013.
A Distributed Algorithm for Solving a Linear Algebraic Equation
S. Mou, J. Liu, and A. S. Morse. 51st Annual Allerton Conference on Communication, Control, and Computing, pages 267-274, 2013.
Towards Optimal Convex Combination Rules for Gossiping
O. Mangoubi, S. Mou, J. Liu, and A. S. Morse. American Control Conference, pages 1263-1267, 2013.
Dynamic Threshold Models of Collective Action in Social Networks
J. Liu, N. Hassanpour, S. Tatikonda, and A. S. Morse. 51st IEEE Conference on Decision and Control, pages 3991-3996, 2012.
Revisiting Request-Based Gossiping: The Effects of Queue Updates on Convergence Time
J. Liu and A. S. Morse. 51st IEEE Conference on Decision and Control, pages 3985-3990, 2012.
Asynchronous Distributed Averaging Using Double Linear Iterations
J. Liu and A. S. Morse. American Control Conference, pages 6620-6625, 2012.
Contractions for Consensus Processes
J. Liu, A. S. Morse, B. D. O. Anderson, and C. Yu. 50th IEEE Conference on Decision and Control, pages 1974-1979, 2011.
Request-Based Gossiping
J. Liu, S. Mou, A. S. Morse, B. D. O. Anderson, and C. Yu. 50th IEEE Conference on Decision and Control, pages 1968-1973, 2011.
Periodic Gossiping
F. He, A. S. Morse, J. Liu, and S. Mou. 18th IFAC World Congress, pages 8718-8723, 2011.
Analysis of Accelerated Gossip Algorithms
J. Liu, B. D. O. Anderson, M. Cao, and A. S. Morse. 48th IEEE Conference on Decision and Control, pages 871-876, 2009.
Book Chapter
The Contraction Coefficient of a Complete Gossip Sequence
J. Liu, A. S. Morse, B. D. O. Anderson, and C. Yu. In Three Decades of Progress in Control Science, edited by X. Hu, U. Jonsson, B. Wahlberg, and B. Ghosh, pages 275-290, Springer-Verlag, 2010.
Thesis
Distributed Averaging
J. Liu. PhD thesis, Department of Electrical Engineering, Yale University, 2013.