A Unified Virtual Mixture-of-Experts Framework:Enhanced Inference and Hallucination Mitigation in Single-Model System - Mingyan Liu (CoRR, 2025)

Realigning Incentives to Build Better Software: a Holistic Approach to Vendor Accountability - Gergely Biczók; Sasha Romanosky; Mingyan Liu (CoRR, 2025)

Scoring the Unscorables: Cyber Risk Assessment Beyond Internet Scans - Armin Sarabi; Manish Karir; Mingyan Liu (CoRR, 2025)

Interdependent security games in the Stackelberg style: how first-mover advantage impacts free riding and security (under-)investment - Ziyuan Huang; Parinaz Naghizadeh; Mingyan Liu (J. Cybersecur., 2024)

Federated Learning with Reduced Information Leakage and Computation - Tongxin Yin; Xuwei Tan; Xueru Zhang; Mohammad Mahdi Khalili; Mingyan Liu (Trans. Mach. Learn. Res., 2024)

Structural Stability of a Family of Spatial Group Formation Games - Chenlan Wang; Mehrdad Moharrami; Kun Jin; David Kempe; P. Jeffrey Brantingham; Mingyan Liu (IEEE Trans. Netw. Sci. Eng., 2024)

Structured Network Games: Leveraging Relational Information in Equilibrium Analysis - Kun Jin; Parinaz Naghizadeh; Mingyan Liu (IEEE Trans. Netw. Sci. Eng., 2024)

Performative Federated Learning: A Solution to Model-Dependent and Heterogeneous Distribution Shifts - Kun Jin; Tongxin Yin; Zhongzhu Chen; Zeyu Sun; Xueru Zhang; Yang Liu; Mingyan Liu (Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, 2024)

A Stackelberg Game Model of Flocking - Chenlan Wang; Mehrdad Moharrami; Mingyan Liu (63rd IEEE Conference on Decision and Control, CDC 2024, Milan, Italy, December 16-19, 2024, 2024)

How to Pass an Audit: Decisions on Sequential Investment - Ziyuan Huang; Gergely Biczók; Mingyan Liu (63rd IEEE Conference on Decision and Control, CDC 2024, Milan, Italy, December 16-19, 2024, 2024)

PlayBest: Professional Basketball Player Behavior Synthesis via Planning with Diffusion - Xiusi Chen; Wei-Yao Wang; Ziniu Hu; David Reynoso; Kun Jin; Mingyan Liu; P. Jeffrey Brantingham; Wei Wang (Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024, 2024)

Leveraging the Physical Layer for Differential Privacy in Over-the-Air Federated Learning - Jiayu Mao; Tongxin Yin; Aylin Yener; Mingyan Liu (IEEE International Conference on Communications, ICC 2024, Denver, CO, USA, June 9-13, 2024, 2024)

Fair Classifiers that Abstain without Harm - Tongxin Yin; Jean-Francois Ton; Ruocheng Guo; Yuanshun Yao; Mingyan Liu; Yang Liu (The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024, 2024)

Analyzing Corporate Privacy Policies using AI Chatbots - Ziyuan Huang; Jiaming Tang; Manish Karir; Mingyan Liu; Armin Sarabi (Proceedings of the 2024 ACM on Internet Measurement Conference, IMC 2024, Madrid, Spain, November 4-6, 2024, 2024)

Incentivizing Secure Software Development: The Role of Liability (Waiver) and Audit - Ziyuan Huang; Gergely Biczók; Mingyan Liu (CoRR, 2024)

A Stackelberg Game Model of Flocking - Chenlan Wang; Mehrdad Moharrami; Mingyan Liu (CoRR, 2024)

Providing Differential Privacy for Federated Learning Over Wireless: A Cross-layer Framework - Jiayu Mao; Tongxin Yin; Aylin Yener; Mingyan Liu (CoRR, 2024)

Deterrence, Backup, or Insurance: Game-Theoretic Modeling of Ransomware - Tongxin Yin; Armin Sarabi; Mingyan Liu (Games, 2023)

Differentially Private Real-Time Release of Sequential Data - Xueru Zhang; Mohammad Mahdi Khalili; Mingyan Liu (ACM Trans. Priv. Secur., 2023)

Collaboration as a Mechanism for More Robust Strategic Classification - Kun Jin; Ziyuan Huang; Mingyan Liu (62nd IEEE Conference on Decision and Control, CDC 2023, Singapore, December 13-15, 2023, 2023)

Cooperation and Competition: A Sequential Game Model of Flocking - Chenlan Wang; Shane G. DuBay; Mingyan Liu (62nd IEEE Conference on Decision and Control, CDC 2023, Singapore, December 13-15, 2023, 2023)

DensePure: Understanding Diffusion Models for Adversarial Robustness - Chaowei Xiao; Zhongzhu Chen; Kun Jin; Jiongxiao Wang; Weili Nie; Mingyan Liu; Anima Anandkumar; Bo Li; Dawn Song (The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023, 2023)

An LLM-based Framework for Fingerprinting Internet-connected Devices - Armin Sarabi; Tongxin Yin; Mingyan Liu (Proceedings of the 2023 ACM on Internet Measurement Conference, IMC 2023, Montreal, QC, Canada, October 24-26, 2023, 2023)

Long-Term Fairness with Unknown Dynamics - Tongxin Yin; Reilly Raab; Mingyan Liu; Yang Liu (Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023, 2023)

Long-Term Fairness with Unknown Dynamics - Tongxin Yin; Reilly Raab; Mingyan Liu; Yang Liu (CoRR, 2023)

Performative Federated Learning: A Solution to Model-Dependent and Heterogeneous Distribution Shifts - Kun Jin; Tongxin Yin; Zhongzhu Chen; Zeyu Sun; Xueru Zhang; Yang Liu; Mingyan Liu (CoRR, 2023)

Professional Basketball Player Behavior Synthesis via Planning with Diffusion - Xiusi Chen; Wei-Yao Wang; Ziniu Hu; Curtis Chou; Lam Hoang; Kun Jin; Mingyan Liu; P. Jeffrey Brantingham; Wei Wang (CoRR, 2023)

Fair Classifiers that Abstain without Harm - Tongxin Yin; Jean-François Ton; Ruocheng Guo; Yuanshun Yao; Mingyan Liu; Yang Liu (CoRR, 2023)

Federated Learning with Reduced Information Leakage and Computation - Tongxin Yin; Xueru Zhang; Mohammad Mahdi Khalili; Mingyan Liu (CoRR, 2023)

Characterizing Attacks on Deep Reinforcement Learning - Xinlei Pan; Chaowei Xiao; Warren He; Shuang Yang; Jian Peng; Mingjie Sun; Mingyan Liu; Bo Li; Dawn Song (21st International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2022, Auckland, New Zealand, May 9-13, 2022, 2022)

ReLiable: Offline Reinforcement Learning for Tactical Strategies in Professional Basketball Games - Xiusi Chen; Jyun-Yu Jiang; Kun Jin; Yichao Zhou; Mingyan Liu; P. Jeffrey Brantingham; Wei Wang (Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022, 2022)

Leveraging Synergies Between AI and Networking to Build Next Generation Edge Networks - Sen Lin; Ming Shi; Anish Arora; Raef Bassily; Elisa Bertino; Constantine Caramanis; Kaushik R. Chowdhury; Eylem Ekici; Atilla Eryilmaz; Stratis Ioannidis; Nan Jiang; Gauri Joshi; et al. (8th IEEE International Conference on Collaboration and Internet Computing, CIC 2022, Atlanta, GA, USA, December 14-16, 2022, 2022)

Multi-stage Floor Plan Recognition and 3D Reconstruction - Xingxing Cheng; Xianfeng Ding; Jie Zhang; Mingyan Liu; Kexin Chang; Junyi Wang; Changyuan Zhou; Ji Yuan (ICCAI '22: 8th International Conference on Computing and Artificial Intelligence, Tianjin, China, March 18 - 21, 2022, 2022)

Fairness Interventions as (Dis)Incentives for Strategic Manipulation - Xueru Zhang; Mohammad Mahdi Khalili; Kun Jin; Parinaz Naghizadeh; Mingyan Liu (International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA, 2022)

Incentive Mechanisms for Strategic Classification and Regression Problems - Kun Jin; Xueru Zhang; Mohammad Mahdi Khalili; Parinaz Naghizadeh; Mingyan Liu (EC '22: The 23rd ACM Conference on Economics and Computation, Boulder, CO, USA, July 11 - 15, 2022, 2022)

DensePure: Understanding Diffusion Models towards Adversarial Robustness - Chaowei Xiao; Zhongzhu Chen; Kun Jin; Jiongxiao Wang; Weili Nie; Mingyan Liu; Anima Anandkumar; Bo Li; Dawn Song (CoRR, 2022)

Embracing Risk: Cyber Insurance as an Incentive Mechanism for Cybersecurity - Mingyan Liu (Morgan & Claypool Publishers, 2021)

Corrections to "Preference-Based Privacy Markets" - Ranjan Pal; Jon Crowcroft; Yixuan Wang; Yong Li; Swades De; Sasu Tarkoma; Mingyan Liu; Bodhibrata Nag; Abhishek Kumar; Pan Hui (IEEE Access, 2021)

Designing Contracts for Trading Private and Heterogeneous Data Using a Biased Differentially Private Algorithm - Mohammad Mahdi Khalili; Xueru Zhang; Mingyan Liu (IEEE Access, 2021)

Aggregate Cyber-Risk Management in the IoT Age Cautionary Statistics for (Re)Insurers and Likes - Ranjan Pal; Ziyuan Huang; Xinlong Yin; Sergey V. Lototsky; Swades De; Sasu Tarkoma; Mingyan Liu; Jon Crowcroft; Nishanth Sastry (IEEE Internet Things J., 2021)

Corrections to Aggregate Cyber-Risk Management in the IoT Age: Cautionary Statistics for (Re)Insurers and Likes - Ranjan Pal; Ziyuan Huang; Xinlong Yin; Sergey V. Lototsky; Swades De; Sasu Tarkoma; Mingyan Liu; Jon Crowcroft; Nishanth Sastry (IEEE Internet Things J., 2021)

Resource Pooling for Shared Fate: Incentivizing Effort in Interdependent Security Games Through Cross-Investments - Mohammad Mahdi Khalili; Xueru Zhang; Mingyan Liu (IEEE Trans. Control. Netw. Syst., 2021)

Will Catastrophic Cyber-Risk Aggregation Thrive in the IoT Age? A Cautionary Economics Tale for (Re-)Insurers and Likes - Ranjan Pal; Ziyuan Huang; Sergey V. Lototsky; Xinlong Yin; Mingyan Liu; Jon Crowcroft; Nishanth Sastry; Swades De; Bodhibrata Nag (ACM Trans. Manag. Inf. Syst., 2021)

Privacy Risk is a Function of Information Type: Learnings for the Surveillance Capitalism Age - Ranjan Pal; Junhui Li; Jon Crowcroft; Yong Li; Mingyan Liu; Nishanth Sastry (IEEE Trans. Netw. Serv. Manag., 2021)

Multi-Scale Games: Representing and Solving Games on Networks with Group Structure - Kun Jin; Yevgeniy Vorobeychik; Mingyan Liu (Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, 2021)

Multi-planner Intervention in Network Games with Community Structures - Kun Jin; Mingyan Liu (2021 60th IEEE Conference on Decision and Control (CDC), Austin, TX, USA, December 14-17, 2021, 2021)

Structural Stability of a Family of Group Formation Games - Chenlan Wang; Mehrdad Moharrami; Kun Jin; David Kempe; P. Jeffrey Brantingham; Mingyan Liu (2021 60th IEEE Conference on Decision and Control (CDC), Austin, TX, USA, December 14-17, 2021, 2021)

Network Games with Strategic Machine Learning - Kun Jin; Tongxin Yin; Charles A. Kamhoua; Mingyan Liu (Decision and Game Theory for Security - 12th International Conference, GameSec 2021, Virtual Event, October 25-27, 2021, Proceedings, 2021)

Can Shape Structure Features Improve Model Robustness under Diverse Adversarial Settings? - Mingjie Sun; Zichao Li; Chaowei Xiao; Haonan Qiu; Bhavya Kailkhura; Mingyan Liu; Bo Li (2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021, Montreal, QC, Canada, October 10-17, 2021, 2021)

Invisible for both Camera and LiDAR: Security of Multi-Sensor Fusion based Perception in Autonomous Driving Under Physical-World Attacks - Yulong Cao; Ningfei Wang; Chaowei Xiao; Dawei Yang; Jin Fang; Ruigang Yang; Qi Alfred Chen; Mingyan Liu; Bo Li (42nd IEEE Symposium on Security and Privacy, SP 2021, San Francisco, CA, USA, 24-27 May 2021, 2021)

Do People Favor Personal Data Markets in a Surveillance Society? - Ranjan Pal; Charles Light; Yifan Dong; Mingyan Liu; Yixuan Wang; Pradipta Ghosh; Harshith Nagubandi; Leana Golubchik; Bodhibrata Nag; Swades De (Winter Simulation Conference, WSC 2021, Phoenix, AZ, USA, December 12-15, 2021, 2021)

Multi-Scale Games: Representing and Solving Games on Networks with Group Structure - Kun Jin; Yevgeniy Vorobeychik; Mingyan Liu (CoRR, 2021)

Multi-planner intervention in network games with community structures - Kun Jin; Mingyan Liu (CoRR, 2021)

Aggregate Cyber-Risk Management in the IoT Age: Cautionary Statistics for (Re)Insurers and Likes - Ranjan Pal; Ziyuan Huang; Xinlong Yin; Sergey V. Lototsky; Swades De; Sasu Tarkoma; Mingyan Liu; Jon Crowcroft; Nishanth Sastry (CoRR, 2021)

Invisible for both Camera and LiDAR: Security of Multi-Sensor Fusion based Perception in Autonomous Driving Under Physical-World Attacks - Yulong Cao; Ningfei Wang; Chaowei Xiao; Dawei Yang; Jin Fang; Ruigang Yang; Qi Alfred Chen; Mingyan Liu; Bo Li (CoRR, 2021)

Structural Stability of a Family of Group Formation Games - Chenlan Wang; Mehrdad Moharrami; Kun Jin; David Kempe; P. Jeffrey Brantingham; Mingyan Liu (CoRR, 2021)

Managing Industrial Control Systems Security Risks for Cyber Insurance (Dagstuhl Seminar 21451) - Simon Dejung; Mingyan Liu; Arndt Lüder; Edgar R. Weippl (Dagstuhl Reports, 2021)

Preference-Based Privacy Markets - Ranjan Pal; Jon Crowcroft; Yixuan Wang; Yong Li; Swades De; Sasu Tarkoma; Mingyan Liu; Bodhibrata Nag; Abhishek Kumar; Pan Hui (IEEE Access, 2020)

Distributed learning of average belief over networks using sequential observations - Kaiqing Zhang; Yang Liu; Ji Liu; Mingyan Liu; Tamer Basar (Autom., 2020)

Recycled ADMM: Improving the Privacy and Accuracy of Distributed Algorithms - Xueru Zhang; Mohammad Mahdi Khalili; Mingyan Liu (IEEE Trans. Inf. Forensics Secur., 2020)

Using Private and Public Assessments in Security Information Sharing Agreements - Parinaz Naghizadeh; Mingyan Liu (IEEE Trans. Inf. Forensics Secur., 2020)

Games on Networks with Community Structure: Existence, Uniqueness and Stability of Equilibria - Kun Jin; Mohammad Mahdi Khalili; Mingyan Liu (2020 American Control Conference, ACC 2020, Denver, CO, USA, July 1-3, 2020, 2020)

Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations - Huan Zhang; Hongge Chen; Chaowei Xiao; Bo Li; Mingyan Liu; Duane S. Boning; Cho-Jui Hsieh (Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual, 2020)

How do fair decisions fare in long-term qualification? - Xueru Zhang; Ruibo Tu; Yang Liu; Mingyan Liu; Hedvig Kjellström; Kun Zhang; Cheng Zhang (Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual, 2020)

Sustainable Catastrophic Cyber-Risk Management in IoT Societies - Ranjan Pal; Ziyuan Huang; Xinlong Yin; Mingyan Liu; Sergey V. Lototsky; Jon Crowcroft (Winter Simulation Conference, WSC 2020, Orlando, FL, USA, December 14-18, 2020, 2020)

Fairness in Learning-Based Sequential Decision Algorithms: A Survey - Xueru Zhang; Mingyan Liu (CoRR, 2020)

How Do Fair Decisions Fare in Long-term Qualification? - Xueru Zhang; Ruibo Tu; Yang Liu; Mingyan Liu; Hedvig Kjellström; Kun Zhang; Cheng Zhang (CoRR, 2020)

Data Trading with a Monopoly Social Network: Outcomes are Mostly Privacy Welfare Damaging - Ranjan Pal; Junhui Li; Yixuan Wang; Mingyan Liu; Swades De; Jon Crowcroft (CoRR, 2020)

Predictive Cruise Control with Private Vehicle-to-Vehicle Communication for Improving Fuel Consumption and Emissions - Xueru Zhang; Chunan Huang; Mingyan Liu; Anna G. Stefanopoulou; Tulga Ersal (IEEE Commun. Mag., 2019)

Embracing and controlling risk dependency in cyber-insurance policy underwriting - Mohammad Mahdi Khalili; Mingyan Liu; Sasha Romanosky (J. Cybersecur., 2019)

Adaptive Bayesian group testing: Algorithms and performance - Yechao Bai; Qingsi Wang; Chun Lo; Mingyan Liu; Jerome P. Lynch; Xinggan Zhang (Signal Process., 2019)

Contention-Detectable Mechanism for Receiver-Initiated MAC - Daibo Liu; Zhichao Cao; Mingyan Liu; Mengshu Hou; Hongbo Jiang (ACM Trans. Embed. Comput. Syst., 2019)

A Reputation-Based Contract for Repeated Crowdsensing With Costly Verification - Donya Ghavidel Dobakhshari; Parinaz Naghizadeh; Mingyan Liu; Vijay Gupta (IEEE Trans. Signal Process., 2019)

MeshAdv: Adversarial Meshes for Visual Recognition - Chaowei Xiao; Dawei Yang; Bo Li; Jia Deng; Mingyan Liu (IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2019, Long Beach, CA, USA, June 16-20, 2019, 2019)

Effective Premium Discrimination for Designing Cyber Insurance Policies with Rare Losses - Mohammad Mahdi Khalili; Xueru Zhang; Mingyan Liu (Decision and Game Theory for Security - 10th International Conference, GameSec 2019, Stockholm, Sweden, October 30 - November 1, 2019, Proceedings, 2019)

AdvIT: Adversarial Frames Identifier Based on Temporal Consistency in Videos - Chaowei Xiao; Ruizhi Deng; Bo Li; Taesung Lee; Benjamin Edwards; Jinfeng Yi; Dawn Song; Mingyan Liu; Ian M. Molloy (2019 IEEE/CVF International Conference on Computer Vision, ICCV 2019, Seoul, Korea (South), October 27 - November 2, 2019, 2019)

Contract design for purchasing private data using a biased differentially private algorithm - Mohammad Mahdi Khalili; Xueru Zhang; Mingyan Liu (Proceedings of the 14th Workshop on the Economics of Networks, Systems and Computation, NetEcon@SIGMETRICS 2019, Phoenix, Arizona, USA, June 28, 2019, 2019)

Incentivizing effort in interdependent security games using resource pooling - Mohammad Mahdi Khalili; Xueru Zhang; Mingyan Liu (Proceedings of the 14th Workshop on the Economics of Networks, Systems and Computation, NetEcon@SIGMETRICS 2019, Phoenix, Arizona, USA, June 28, 2019, 2019)

Group Retention when Using Machine Learning in Sequential Decision Making: the Interplay between User Dynamics and Fairness - Xueru Zhang; Mohammadmahdi Khaliligarekani; Cem Tekin; Mingyan Liu (Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada, 2019)

Long term impact of fair machine learning in sequential decision making: representation disparity and group retention - Xueru Zhang; Mohammad Mahdi Khalili; Cem Tekin; Mingyan Liu (CoRR, 2019)

Adversarial Objects Against LiDAR-Based Autonomous Driving Systems - Yulong Cao; Chaowei Xiao; Dawei Yang; Jing Fang; Ruigang Yang; Mingyan Liu; Bo Li (CoRR, 2019)

Characterizing Attacks on Deep Reinforcement Learning - Chaowei Xiao; Xinlei Pan; Warren He; Jian Peng; Mingjie Sun; Jinfeng Yi; Mingyan Liu; Bo Li; Dawn Song (CoRR, 2019)

Recycled ADMM: Improving the Privacy and Accuracy of Distributed Algorithms - Xueru Zhang; Mohammad Mahdi Khalili; Mingyan Liu (CoRR, 2019)

Designing Cyber Insurance Policies: The Role of Pre-Screening and Security Interdependence - Mohammad Mahdi Khalili; Parinaz Naghizadeh; Mingyan Liu (IEEE Trans. Inf. Forensics Secur., 2018)

Provision of Public Goods on Networks: On Existence, Uniqueness, and Centralities - Parinaz Naghizadeh; Mingyan Liu (IEEE Trans. Netw. Sci. Eng., 2018)

Local Weak Convergence Based Analysis of a New Graph Model - Mehrdad Moharrami; Vijay G. Subramanian; Mingyan Liu; R. Sundaresan (56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018, Monticello, IL, USA, October 2-5, 2018, 2018)

Recycled ADMM: Improve Privacy and Accuracy with Less Computation in Distributed Algorithms - Xueru Zhang; Mohammad Mahdi Khalili; Mingyan Liu (56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018, Monticello, IL, USA, October 2-5, 2018, 2018)

Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation - Chaowei Xiao; Ruizhi Deng; Bo Li; Fisher Yu; Mingyan Liu; Dawn Song (Computer Vision - ECCV 2018 - 15th European Conference, Munich, Germany, September 8-14, 2018, Proceedings, Part X, 2018)

Spatially Transformed Adversarial Examples - Chaowei Xiao; Jun-Yan Zhu; Bo Li; Warren He; Mingyan Liu; Dawn Song (6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings, 2018)

Improving the Privacy and Accuracy of ADMM-Based Distributed Algorithms - Xueru Zhang; Mohammad Mahdi Khalili; Mingyan Liu (Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018, 2018)

Generating Adversarial Examples with Adversarial Networks - Chaowei Xiao; Bo Li; Jun-Yan Zhu; Warren He; Mingyan Liu; Dawn Song (Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI 2018, July 13-19, 2018, Stockholm, Sweden, 2018)

Characterizing the Internet Host Population Using Deep Learning: A Universal and Lightweight Numerical Embedding - Armin Sarabi; Mingyan Liu (Proceedings of the Internet Measurement Conference 2018, IMC 2018, Boston, MA, USA, October 31 - November 02, 2018, 2018)

From Patching Delays to Infection Symptoms: Using Risk Profiles for an Early Discovery of Vulnerabilities Exploited in the Wild - Chaowei Xiao; Armin Sarabi; Yang Liu; Bo Li; Mingyan Liu; Tudor Dumitras (27th USENIX Security Symposium, USENIX Security 2018, Baltimore, MD, USA, August 15-17, 2018, 2018)

Generating Adversarial Examples with Adversarial Networks - Chaowei Xiao; Bo Li; Jun-Yan Zhu; Warren He; Mingyan Liu; Dawn Song (CoRR, 2018)

Spatially Transformed Adversarial Examples - Chaowei Xiao; Jun-Yan Zhu; Bo Li; Warren He; Mingyan Liu; Dawn Song (CoRR, 2018)

Improving the Privacy and Accuracy of ADMM-Based Distributed Algorithms - Xueru Zhang; Mohammad Mahdi Khalili; Mingyan Liu (CoRR, 2018)

Recycled ADMM: Improve Privacy and Accuracy with Less Computation in Distributed Algorithms - Xueru Zhang; Mohammad Mahdi Khalili; Mingyan Liu (CoRR, 2018)

Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation - Chaowei Xiao; Ruizhi Deng; Bo Li; Fisher Yu; Mingyan Liu; Dawn Song (CoRR, 2018)

Realistic Adversarial Examples in 3D Meshes - Dawei Yang; Chaowei Xiao; Bo Li; Jia Deng; Mingyan Liu (CoRR, 2018)

Distributed Learning of Average Belief Over Networks Using Sequential Observations - Kaiqing Zhang; Yang Liu; Ji Liu; Mingyan Liu; Tamer Basar (CoRR, 2018)

An Online Learning Approach to Improving the Quality of Crowd-Sourcing - Yang Liu; Mingyan Liu (IEEE/ACM Trans. Netw., 2017)

Mitigating Large Errors in WiFi-Based Indoor Localization for Smartphones - Chenshu Wu; Zheng Yang; Zimu Zhou; Yunhao Liu; Mingyan Liu (IEEE Trans. Veh. Technol., 2017)

On the uniqueness and stability of equilibria of network games - Parinaz Naghizadeh; Mingyan Liu (55th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2017, Monticello, IL, USA, October 3-6, 2017, 2017)

Embracing risk dependency in designing cyber-insurance contracts - Mohammad Mahdi Khalili; Parinaz Naghizadeh; Mingyan Liu (55th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2017, Monticello, IL, USA, October 3-6, 2017, 2017)

Distributed belief averaging using sequential observations - Yang Liu; Ji Liu; Tamer Basar; Mingyan Liu (2017 American Control Conference, ACC 2017, Seattle, WA, USA, May 24-26, 2017, 2017)

A reputation-based contract for repeated crowdsensing with costly verification - Donya Ghavidel Dobakhshari; Parinaz Naghizadeh; Mingyan Liu; Vijay Gupta (2017 American Control Conference, ACC 2017, Seattle, WA, USA, May 24-26, 2017, 2017)

Designing Cyber Insurance Policies: Mitigating Moral Hazard Through Security Pre-Screening - Mohammad Mahdi Khalili; Parinaz Naghizadeh; Mingyan Liu (Game Theory for Networks - 7th International EAI Conference, GameNets 2017 Knoxville, TN, USA, May 9, 2017, Proceedings, 2017)

Crowd Learning: Improving Online Decision Making Using Crowdsourced Data - Yang Liu; Mingyan Liu (Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017, 2017)

Patch Me If You Can: A Study on the Effects of Individual User Behavior on the End-Host Vulnerability State - Armin Sarabi; Ziyun Zhu; Chaowei Xiao; Mingyan Liu; Tudor Dumitras (Passive and Active Measurement - 18th International Conference, PAM 2017, Sydney, NSW, Australia, March 30-31, 2017, Proceedings, 2017)

Designing cyber insurance policies in the presence of security interdependence - Mohammad Mahdi Khalili; Parinaz Naghizadeh; Mingyan Liu (Proceedings of the 12th workshop on the Economics of Networks, Systems and Computation, NetEcon@EC 2017, Cambridge, MA, USA, June 26-30, 2017, 2017)

Risky business: Fine-grained data breach prediction using business profiles - Armin Sarabi; Parinaz Naghizadeh; Yang Liu; Mingyan Liu (J. Cybersecur., 2016)

Opting Out of Incentive Mechanisms: A Study of Security as a Non-Excludable Public Good - Parinaz Naghizadeh; Mingyan Liu (IEEE Trans. Inf. Forensics Secur., 2016)

Perceptions and Truth: A Mechanism Design Approach to Crowd-Sourcing Reputation - Parinaz Naghizadeh; Mingyan Liu (IEEE/ACM Trans. Netw., 2016)

Learning in Hide-and-Seek - Qingsi Wang; Mingyan Liu (IEEE/ACM Trans. Netw., 2016)

Hitchhike: A Preamble-Based Control Plane for SNR-Sensitive Wireless Networks - Xiaoyu Ji; Jiliang Wang; Mingyan Liu; Yubo Yan; Panlong Yang; Yunhao Liu (IEEE Trans. Wirel. Commun., 2016)

Sniffer Channel Assignment With Imperfect Monitoring for Cognitive Radio Networks - Jing Xu; Qingsi Wang; Kai Zeng; Mingyan Liu; Wei Liu (IEEE Trans. Wirel. Commun., 2016)

Finding One's Best Crowd: Online Learning By Exploiting Source Similarity - Yang Liu; Mingyan Liu (Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, USA, 2016)

Inter-Temporal Incentives in Security Information Sharing Agreements - Parinaz Naghizadeh; Mingyan Liu (Artificial Intelligence for Cyber Security, Papers from the 2016 AAAI Workshop, Phoenix, Arizona, USA, February 12, 2016, 2016)

Exit equilibrium: Towards understanding voluntary participation in security games - Parinaz Naghizadeh; Mingyan Liu (35th Annual IEEE International Conference on Computer Communications, INFOCOM 2016, San Francisco, CA, USA, April 10-14, 2016, 2016)

Inter-temporal incentives in security information sharing agreements - Parinaz Naghizadeh; Mingyan Liu (2016 Information Theory and Applications Workshop, ITA 2016, La Jolla, CA, USA, January 31 - February 5, 2016, 2016)

Impact of Community Structure on Cascades - Mehrdad Moharrami; Vijay G. Subramanian; Mingyan Liu; Marc Lelarge (Proceedings of the 2016 ACM Conference on Economics and Computation, EC '16, Maastricht, The Netherlands, July 24-28, 2016, 2016)

On the Role of Public and Private Assessments in Security Information Sharing Agreements - Parinaz Naghizadeh; Mingyan Liu (CoRR, 2016)

Provision of Public Goods on Networks: On Existence, Uniqueness, and Centralities - Parinaz Naghizadeh; Mingyan Liu (CoRR, 2016)

Online Learning Methods for Networking - Cem Tekin; Mingyan Liu (Found. Trends Netw., 2015)

To Stay or To Switch: Multiuser Multi-Channel Dynamic Access - Yang Liu; Mingyan Liu (IEEE Trans. Mob. Comput., 2015)

Data-Driven Channel Modeling Using Spectrum Measurement - Shang-Pin Sheng; Mingyan Liu; Romesh Saigal (IEEE Trans. Mob. Comput., 2015)

Provision of non-excludable public goods on networks: From equilibrium to centrality measures - Parinaz Naghizadeh; Mingyan Liu (53rd Annual Allerton Conference on Communication, Control, and Computing, Allerton 2015, Allerton Park & Retreat Center, Monticello, IL, USA, September 29 - October 2, 2015, 2015)

Predicting Cyber Security Incidents Using Feature-Based Characterization of Network-Level Malicious Activities - Yang Liu; Jing Zhang; Armin Sarabi; Mingyan Liu; Manish Karir; Michael D. Bailey (Proceedings of the 2015 ACM International Workshop on International Workshop on Security and Privacy Analytics, IWSPA@CODASPY 2015, San Antonio, TX, USA, March 4, 2015, 2015)

Detecting hidden cliques from noisy observations - Yang Liu; Mingyan Liu (2015 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2015, South Brisbane, Queensland, Australia, April 19-24, 2015, 2015)

Optimal relay selection with non-negligible probing time - Yang Liu; Yi Ouyang; Mingyan Liu (2015 IEEE International Conference on Communications, ICC 2015, London, United Kingdom, June 8-12, 2015, 2015)

A regulated oligopoly multi-market model for trading smart data - Shang-Pin Sheng; Yang Liu; Mingyan Liu (2015 IEEE Conference on Computer Communications Workshops, INFOCOM Workshops, Hong Kong, China, April 26 - May 1, 2015, 2015)

PhaseU: Real-time LOS identification with WiFi - Chenshu Wu; Zheng Yang; Zimu Zhou; Kun Qian; Yunhao Liu; Mingyan Liu (2015 IEEE Conference on Computer Communications, INFOCOM 2015, Kowloon, Hong Kong, April 26 - May 1, 2015, 2015)

Static power of mobile devices: Self-updating radio maps for wireless indoor localization - Chenshu Wu; Zheng Yang; Chaowei Xiao; Chaofan Yang; Yunhao Liu; Mingyan Liu (2015 IEEE Conference on Computer Communications, INFOCOM 2015, Kowloon, Hong Kong, April 26 - May 1, 2015, 2015)

An Online Approach to Dynamic Channel Access and Transmission Scheduling - Yang Liu; Mingyan Liu (Proceedings of the 16th ACM International Symposium on Mobile Ad Hoc Networking and Computing, MobiHoc 2015, Hangzhou, China, June 22-25, 2015, 2015)

CD-MAC: A contention detectable MAC for low duty-cycled wireless sensor networks - Daibo Liu; Xiaopei Wu; Zhichao Cao; Mingyan Liu; Yujun Li; Mengshu Hou (12th Annual IEEE International Conference on Sensing, Communication, and Networking, SECON 2015, Seattle, WA, USA, June 22-25, 2015, 2015)

An Online Learning Approach to Improving the Quality of Crowd-Sourcing - Yang Liu; Mingyan Liu (Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, Portland, OR, USA, June 15-19, 2015, 2015)

Case study on the reliability of unattended outdoor wireless sensor systems - Agnelo R. Silva; Mahta Moghaddam; Mingyan Liu (Annual IEEE Systems Conference, SysCon 2015, Proceedings, Vancouver, BC, Canada, April 13-16, 2015, 2015)

Cloudy with a Chance of Breach: Forecasting Cyber Security Incidents - Yang Liu; Armin Sarabi; Jing Zhang; Parinaz Naghizadeh; Manish Karir; Michael D. Bailey; Mingyan Liu (24th USENIX Security Symposium, USENIX Security 15, Washington, D.C., USA, August 12-14, 2015, 2015)

Prioritizing Security Spending: A Quantitative Analysis of Risk Distributions for Different Business Profiles - Armin Sarabi; Parinaz Naghizadeh; Yang Liu; Mingyan Liu (14th Annual Workshop on the Economics of Information Security, WEIS 2015, Delft, The Netherlands, 22-23 June, 2015, 2015)

Efficient Sensor Fault Detection Using Group Testing - Chun Lo; Yechao Bai; Mingyan Liu; Jerome P. Lynch (CoRR, 2015)

Optimal Relay Selection with Non-negligible Probing Time - Yang Liu; Yi Ouyang; Mingyan Liu (CoRR, 2015)

A Tale of Two Mechanisms: Incentivizing Investments in Security Games - Parinaz Naghizadeh; Mingyan Liu (CoRR, 2015)

An Online Approach to Dynamic Channel Access and Transmission Scheduling - Yang Liu; Mingyan Liu (CoRR, 2015)

Sufficient Conditions on the Optimality of Myopic Sensing in Opportunistic Channel Access: A Unifying Framework - Yang Liu; Mingyan Liu; Sahand Haji Ali Ahmad (IEEE Trans. Inf. Theory, 2014)

Profit Incentive in Trading Nonexclusive Access on a Secondary Spectrum Market Through Contract Design - Shang-Pin Sheng; Mingyan Liu (IEEE/ACM Trans. Netw., 2014)

In-situ Soil Moisture Sensing: Measurement Scheduling and Estimation Using Sparse Sampling - Xiaopei Wu; Qingsi Wang; Mingyan Liu (ACM Trans. Sens. Networks, 2014)

Budget balance or voluntary participation? Incentivizing investments in interdependent security games - Parinaz Naghizadeh; Mingyan Liu (52nd Annual Allerton Conference on Communication, Control, and Computing, Allerton 2014, Allerton Park & Retreat Center, Monticello, IL, USA, September 30 - October 3, 2014, 2014)

Detecting hidden propagation structure and its application to analyzing phishing - Yang Liu; Mingyan Liu (International Conference on Data Science and Advanced Analytics, DSAA 2014, Shanghai, China, October 30 - November 1, 2014, 2014)

Can Less Be More? A Game-Theoretic Analysis of Filtering vs. Investment - Armin Sarabi; Parinaz Naghizadeh; Mingyan Liu (Decision and Game Theory for Security - 5th International Conference, GameSec 2014, Los Angeles, CA, USA, November 6-7, 2014. Proceedings, 2014)

Learning in hide-and-seek - Qingsi Wang; Mingyan Liu (2014 IEEE Conference on Computer Communications, INFOCOM 2014, Toronto, Canada, April 27 - May 2, 2014, 2014)

Hitchhike: Riding control on preambles - Xiaoyu Ji; Jiliang Wang; Mingyan Liu; Yubo Yan; Panlong Yang; Yunhao Liu (2014 IEEE Conference on Computer Communications, INFOCOM 2014, Toronto, Canada, April 27 - May 2, 2014, 2014)

Closing the price of anarchy gap in the interdependent security game - Parinaz Naghizadeh; Mingyan Liu (2014 Information Theory and Applications Workshop, ITA 2014, San Diego, CA, USA, February 9-14, 2014, 2014)

Secondary User Data Capturing for Cognitive Radio Network Forensics under Capturing Uncertainty - Jing Xu; Qingsi Wang; Rong Jin; Kai Zeng; Mingyan Liu (2014 IEEE Military Communications Conference, MILCOM 2014, Baltimore, MD, USA, October 6-8, 2014, 2014)

On the Mismanagement and Maliciousness of Networks - Jing Zhang; Zakir Durumeric; Michael D. Bailey; Mingyan Liu; Manish Karir (21st Annual Network and Distributed System Security Symposium, NDSS 2014, San Diego, California, USA, February 23-26, 2014, 2014)

Adaptive demand response: Online learning of restless and controlled bandits - Qingsi Wang; Mingyan Liu; Johanna L. Mathieu (2014 IEEE International Conference on Smart Grid Communications, SmartGridComm 2014, Venice, Italy, November 3-6, 2014, 2014)

Revisiting optimal power control: Dual effects of SNR and contention - Yang Liu; Mingyan Liu; Jing Deng (12th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2014, Hammamet, Tunisia, May 12-16, 2014, 2014)

Jamming defense against a resource-replenishing adversary in multi-channel wireless systems - Qingsi Wang; Shang-Pin Sheng; Jacob D. Abernethy; Mingyan Liu (12th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2014, Hammamet, Tunisia, May 12-16, 2014, 2014)

Emerging Technologies, Sensor Web - Mahta Moghaddam; Agnelo R. Silva; Mingyan Liu (Encyclopedia of Remote Sensing, 2014)

An Adaptive Energy-Management Framework for Sensor Nodes with Constrained Energy Scavenging Profiles - Agnelo R. Silva; Mingyan Liu; Mahta Moghaddam (Int. J. Distributed Sens. Networks, 2013)

Optimal Stochastic Routing in Low Duty-Cycled Wireless Sensor Networks - Dongsook Kim; Mingyan Liu (Internet Math., 2013)

Evaluating Opportunistic Multi-Channel MAC: Is Diversity Gain Worth the Pain? - Yang Liu; Mingyan Liu; Jing Deng (IEEE J. Sel. Areas Commun., 2013)

Ripple-2: a non-collaborative, asynchronous, and open architecture for highly-scalable and low duty-cycle WSNs - Agnelo R. Silva; Mingyan Liu; Mahta Moghaddam (ACM SIGMOBILE Mob. Comput. Commun. Rev., 2013)

Throughput Optimal Switching in Multichannel WLANs - Qingsi Wang; Mingyan Liu (IEEE Trans. Mob. Comput., 2013)

Joint control of transmission power and channel switching against adaptive jamming - Qingsi Wang; Mingyan Liu (51st Annual Allerton Conference on Communication, Control, and Computing, Allerton 2013, Allerton Park & Retreat Center, Monticello, IL, USA, October 2-4, 2013, 2013)

Group learning and opinion diffusion in a broadcast network - Yang Liu; Mingyan Liu (51st Annual Allerton Conference on Communication, Control, and Computing, Allerton 2013, Allerton Park & Retreat Center, Monticello, IL, USA, October 2-4, 2013, 2013)

Efficient Sensor Fault Detection Using Combinatorial Group Testing - Chun Lo; Mingyan Liu; Jerome P. Lynch; Anna C. Gilbert (IEEE International Conference on Distributed Computing in Sensor Systems, DCOSS 2013, Cambridge, MA, USA, May 20-23, 2013, 2013)

Distributive Model-Based Sensor Fault Diagnosis in Wireless Sensor Networks - Chun Lo; Mingyan Liu; Jerome P. Lynch (IEEE International Conference on Distributed Computing in Sensor Systems, DCOSS 2013, Cambridge, MA, USA, May 20-23, 2013, 2013)

WSN-SA: Design foundations for situational awareness systems based on sensor networks - Agnelo R. Silva; Mingyan Liu; Mahta Moghaddam (2013 IEEE Global Humanitarian Technology Conference, GHTC 2013, San Jose, CA, USA, October 20-23, 2013, 2013)

Symmetric Nash equilibrium in a secondary spectrum market - Shang-Pin Sheng; Mingyan Liu (IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013, Austin, TX, USA, December 3-5, 2013, 2013)

When simplicity meets optimality: Efficient transmission power control with stochastic energy harvesting - Qingsi Wang; Mingyan Liu (Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013)

Profit incentive in a secondary spectrum market: A contract design approach - Shang-Pin Sheng; Mingyan Liu (Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013)

To stay or to switch: Multiuser dynamic channel access - Yang Liu; Mingyan Liu (Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013)

Characterization of Blacklists and Tainted Network Traffic - Jing Zhang; Ari Chivukula; Michael D. Bailey; Manish Karir; Mingyan Liu (Passive and Active Measurement - 14th International Conference, PAM 2013, Hong Kong, China, March 18-19, 2013. Proceedings, 2013)

Online Learning in a Contract Selection Problem - Cem Tekin; Mingyan Liu (CoRR, 2013)

Perceptions and Truth: A Mechanism Design Approach to Crowd-Sourcing Reputation - Parinaz Naghizadeh Ardabili; Mingyan Liu (CoRR, 2013)

Incentives, Quality, and Risks: A Look Into the NSF Proposal Review Pilot - Parinaz Naghizadeh Ardabili; Mingyan Liu (CoRR, 2013)

Closing the Price of Anarchy Gap in the Interdependent Security Game - Parinaz Naghizadeh Ardabili; Mingyan Liu (CoRR, 2013)

DorFin: WiFi Fingerprint-based Localization Revisited - Chenshu Wu; Zheng Yang; Zimu Zhou; Yunhao Liu; Mingyan Liu (CoRR, 2013)

Sufficient Conditions on the Optimality of Myopic Sensing in Opportunistic Channel Access: A Unifying Framework - Yang Liu; Mingyan Liu; Sahand Haji Ali Ahmad (CoRR, 2013)

Group Learning and Opinion Diffusion in a Broadcast Network - Yang Liu; Mingyan Liu (CoRR, 2013)

To Stay Or To Switch: Multiuser Dynamic Channel Access - Yang Liu; Mingyan Liu (CoRR, 2013)

Revisiting Optimal Power Control: its Dual Effect on SNR and Contention - Yang Liu; Mingyan Liu; Jing Deng (CoRR, 2013)

Power-Management Techniques for Wireless Sensor Networks and Similar Low-Power Communication Devices Based on Nonrechargeable Batteries - Agnelo R. Silva; Mingyan Liu; Mahta Moghaddam (J. Comput. Networks Commun., 2012)

Online Learning of Rested and Restless Bandits - Cem Tekin; Mingyan Liu (IEEE Trans. Inf. Theory, 2012)

Mining Spectrum Usage Data: A Large-Scale Spectrum Measurement Study - Sixing Yin; Dawei Chen; Qian Zhang; Mingyan Liu; Shufang Li (IEEE Trans. Mob. Comput., 2012)

Channel Estimation for Opportunistic Spectrum Access: Uniform and Random Sensing - Quanquan Liang; Mingyan Liu; Dongfeng Yuan (IEEE Trans. Mob. Comput., 2012)

CapEst: A Measurement-Based Approach to Estimating Link Capacity in Wireless Networks - Apoorva Jindal; Konstantinos Psounis; Mingyan Liu (IEEE Trans. Mob. Comput., 2012)

Networked Computing in Wireless Sensor Networks for Structural Health Monitoring - Apoorva Jindal; Mingyan Liu (IEEE/ACM Trans. Netw., 2012)

Atomic Congestion Games on Graphs and Their Applications in Networking - Cem Tekin; Mingyan Liu; Richard Southwell; Jianwei Huang; Sahand Haji Ali Ahmad (IEEE/ACM Trans. Netw., 2012)

In-situ soil moisture sensing: Optimal sensor placement and field estimation - Xiaopei Wu; Mingyan Liu; Yue Wu (ACM Trans. Sens. Networks, 2012)

Price of Anarchy for Congestion Games in Cognitive Radio Networks - Lok Man Law; Jianwei Huang; Mingyan Liu (IEEE Trans. Wirel. Commun., 2012)

Dynamic pricing of power in Smart-Grid networks - Qingsi Wang; Mingyan Liu; Rahul Jain (Proceedings of the 51th IEEE Conference on Decision and Control, CDC 2012, December 10-13, 2012, Maui, HI, USA, 2012)

Establishing Network Reputation via Mechanism Design - Parinaz Naghizadeh Ardabili; Mingyan Liu (Game Theory for Networks - Third International ICST Conference, GameNets 2012, Vancouver, BC, Canada, May 24-26, 2012, Revised Selected Papers, 2012)

Optimal Contract Design for an Efficient Secondary Spectrum Market - Shang-Pin Sheng; Mingyan Liu (Game Theory for Networks - Third International ICST Conference, GameNets 2012, Vancouver, BC, Canada, May 24-26, 2012, Revised Selected Papers, 2012)

Approximately optimal adaptive learning in opportunistic spectrum access - Cem Tekin; Mingyan Liu (Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012)

Is diversity gain worth the pain: A delay comparison between opportunistic multi-channel MAC and single-channel MAC - Yang Liu; Mingyan Liu; Jing Deng (Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012)

In-situ soil moisture sensing: measurement scheduling and estimation using compressive sensing - Xiaopei Wu; Mingyan Liu (The 11th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2012), IPSN 2012, Beijing, China, April 16-19, 2012, 2012)

Pair-wise reference-free fault detection in wireless sensor networks - Chun Lo; Jerome P. Lynch; Mingyan Liu (The 11th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2012), IPSN 2012, Beijing, China, April 16-19, 2012, 2012)

Online learning in decentralized multi-user spectrum access with synchronized explorations - Cem Tekin; Mingyan Liu (31st IEEE Military Communications Conference, MILCOM 2012, Orlando, FL, USA, October 29 - November 1, 2012, 2012)

Online learning for combinatorial network optimization with restless Markovian rewards - Yi Gai; Bhaskar Krishnamachari; Mingyan Liu (9th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, SECON 2012, Seoul, Korea (South), June 18-21, 2012, 2012)

Throughput Optimal Switching in Multi-channel WLANs - Qingsi Wang; Mingyan Liu (CoRR, 2012)

Profit Incentive In A Secondary Spectrum Market: A Contract Design Approach - Shang-Pin Sheng; Mingyan Liu (CoRR, 2012)

Dynamic Pricing of Power in Smart-Grid Networks - Qingsi Wang; Mingyan Liu; Rahul Jain (CoRR, 2012)

Online Learning in Decentralized Multiuser Resource Sharing Problems - Cem Tekin; Mingyan Liu (CoRR, 2012)

Energy-Efficient Transmission Scheduling With Strict Underflow Constraints - David I. Shuman; Mingyan Liu; Owen Q. Wu (IEEE Trans. Inf. Theory, 2011)

Adaptive learning of uncontrolled restless bandits with logarithmic regret - Cem Tekin; Mingyan Liu (49th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2011, Allerton Park & Retreat Center, Monticello, IL, USA, 28-30 September, 2011, 2011)

Performance and Convergence of Multi-user Online Learning - Cem Tekin; Mingyan Liu (Game Theory for Networks - 2nd International ICST Conference, GAMENETS 2011, Shanghai, China, April 16-18, 2011, Revised Selected Papers, 2011)

On the Combinatorial Multi-Armed Bandit Problem with Markovian Rewards - Yi Gai; Bhaskar Krishnamachari; Mingyan Liu (Proceedings of the Global Communications Conference, GLOBECOM 2011, 5-9 December 2011, Houston, Texas, USA, 2011)

ZigBee Wireless Sensor Network Using Physics-Based Optimally Sampling for Soil Moisture Measurement - Ke Li; Huibo Jia; Mingyan Liu (Third International Conference on Communications and Mobile Computing, CMC 2011, Qingdao, China, 18-20 April 2011, 2011)

Online learning in opportunistic spectrum access: A restless bandit approach - Cem Tekin; Mingyan Liu (INFOCOM 2011. 30th IEEE International Conference on Computer Communications, Joint Conference of the IEEE Computer and Communications Societies, 10-15 April 2011, Shanghai, China, 2011)

Latency-optimizing file splitting for transmission over a large multi-hop network - Raj Rao Nadakuditi; Mingyan Liu (Information Theory and Applications Workshop, ITA 2011, San Diego, California, USA, February 6-11, 2011, 2011)

Price of anarchy of congestion games with player-specific constants - Lok Man Law; Jianwei Huang; Mingyan Liu (2011 International Conference on Wireless Communications & Signal Processing, WCSP 2011, Nanjing, China, November 9-11, 2011, 2011)

A stochastic differential equation model for spectrum utilization - Li Yang; Shang-Pin Sheng; Romesh Saigal; Mingyan Liu; Dawei Chen; Qiang Zhang (9th International Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks (WiOpt 2011), May 9-13, 2011, Princeton, NJ, USA, 2011)

Throughput optimal switching in multi-channel WLANs - Qingsi Wang; Mingyan Liu (9th International Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks (WiOpt 2011), May 9-13, 2011, Princeton, NJ, USA, 2011)

Online Learning of Rested and Restless Bandits - Cem Tekin; Mingyan Liu (CoRR, 2011)

Adaptive Learning of Uncontrolled Restless Bandits with Logarithmic Regret - Cem Tekin; Mingyan Liu (CoRR, 2011)

Performance and Convergence of Multi-user Online Learning - Cem Tekin; Mingyan Liu (CoRR, 2011)

Online Learning for Combinatorial Network Optimization with Restless Markovian Rewards - Yi Gai; Bhaskar Krishnamachari; Mingyan Liu (CoRR, 2011)

Special issue on sensor network applications - Mingyan Liu; Neal Patwari; Andreas Terzis (Proc. IEEE, 2010)

Measurement Scheduling for Soil Moisture Sensing: From Physical Models to Optimal Control - David I. Shuman; Ashutosh Nayyar; Aditya Mahajan; Yuriy Goykhman; Ke Li; Mingyan Liu; Demosthenis Teneketzis; Mahta Moghaddam; Dara Entekhabi (Proc. IEEE, 2010)

A Wireless Soil Moisture Smart Sensor Web Using Physics-Based Optimal Control: Concept and Initial Demonstrations - Mahta Moghaddam; Dara Entekhabi; Yuriy Goykhman; Ke Li; Mingyan Liu; Aditya Mahajan; Ashutosh Nayyar; David I. Shuman; Demosthenis Teneketzis (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2010)

Online algorithms for the multi-armed bandit problem with Markovian rewards - Cem Tekin; Mingyan Liu (48th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2010, Monticello, IL, USA, September 29 - October 1, 2020, 2010)

Channel estimation for opportunistic spectrum sensing: Uniform and random sensing - Quanquan Liang; Mingyan Liu; Dongfeng Yuan (Information Theory and Applications Workshop, ITA 2010, San Diego, California, USA, January 31 - February 5, 2010, 2010)

Channel Estimation for Opportunistic Spectrum Access: Uniform and Random Sensing - Quanquan Liang; Mingyan Liu (CoRR, 2010)

Online Algorithms for the Multi-Armed Bandit Problem with Markovian Rewards - Cem Tekin; Mingyan Liu (CoRR, 2010)

CapEst: A Measurement-based Approach to Estimating Link Capacity in Wireless Networks - Apoorva Jindal; Konstantinos Psounis; Mingyan Liu (CoRR, 2010)

Networked Computing in Wireless Sensor Networks for Structural Health Monitoring - Apoorva Jindal; Mingyan Liu (CoRR, 2010)

Online Learning in Opportunistic Spectrum Access: A Restless Bandit Approach - Cem Tekin; Mingyan Liu (CoRR, 2010)

Spectrum Sharing as Spatial Congestion Games - Sahand Haji Ali Ahmad; Cem Tekin; Mingyan Liu; Richard Southwell; Jianwei Huang (CoRR, 2010)

On the Combinatorial Multi-Armed Bandit Problem with Markovian Rewards - Yi Gai; Bhaskar Krishnamachari; Mingyan Liu (CoRR, 2010)

Hitting time analysis for a class of random packet forwarding schemes in ad hoc networks - Chih-fan Hsin; Mingyan Liu (Ad Hoc Networks, 2009)

Optimality of myopic sensing in multichannel opportunistic access - Sahand Haji Ali Ahmad; Mingyan Liu; Tara Javidi; Qing Zhao; Bhaskar Krishnamachari (IEEE Trans. Inf. Theory, 2009)

Optimal channel probing and transmission scheduling for opportunistic spectrum access - Nicholas B. Chang; Mingyan Liu (IEEE/ACM Trans. Netw., 2009)

Server allocation with delayed state observation: Sufficient conditions for the optimality of an index policy - Navid Ehsan; Mingyan Liu (IEEE Trans. Wirel. Commun., 2009)

Multi-channel opportunistic access: A case of restless bandits with multiple plays - Sahand Haji Ali Ahmad; Mingyan Liu (47th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2009, Monticello, IL, USA, September 30 - October 2, 2009, 2009)

Dynamic clock calibration via temperature measurement - David I. Shuman; Mingyan Liu (Proceedings of the 48th IEEE Conference on Decision and Control, CDC 2009, combined withe the 28th Chinese Control Conference, December 16-18, 2009, Shanghai, China, 2009)

Congestion games with resource reuse and applications in spectrum sharing - Mingyan Liu; Sahand Haji Ali Ahmad; Yunnan Wu (1st International Conference on Game Theory for Networks, GAMENETS 2009, Istanbul, Turkey, May 13-15, 2009, 2009)

Price of Anarchy for Cognitive MAC Games - Lok Man Law; Jianwei Huang; Mingyan Liu; Shuo-Yen Robert Li (Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November - 4 December 2009, 2009)

Mining spectrum usage data: a large-scale spectrum measurement study - Dawei Chen; Sixing Yin; Qian Zhang; Mingyan Liu; Shufang Li (Proceedings of the 15th Annual International Conference on Mobile Computing and Networking, MOBICOM 2009, Beijing, China, September 20-25, 2009, 2009)

Revenue generation for truthful spectrum auction in dynamic spectrum access - Juncheng Jia; Qian Zhang; Qin Zhang; Mingyan Liu (Proceedings of the 10th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, MobiHoc 2009, New Orleans, LA, USA, May 18-21, 2009, 2009)

Energy-Efficient Transmission Scheduling with Strict Underflow Constraints - David I. Shuman; Mingyan Liu (CoRR, 2009)

Multi-channel Opportunistic Access: A Case of Restless Bandits with Multiple Plays - Sahand Haji Ali Ahmad; Mingyan Liu (CoRR, 2009)

Congestion games with resource reuse and applications in spectrum sharing - Sahand Haji Ali Ahmad; Mingyan Liu; Yunnan Wu (CoRR, 2009)

Optimal Competitive Algorithms for Opportunistic Spectrum Access - Nicholas B. Chang; Mingyan Liu (IEEE J. Sel. Areas Commun., 2008)

Constrained Sequential Resource Allocation and Guessing Games - Nicholas B. Chang; Mingyan Liu (IEEE Trans. Inf. Theory, 2008)

Spectum sharing as congestion games - Mingyan Liu; Yunnan Wu (46th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2008, Monticello, IL, USA, September 24-26, 2008, 2008)

Optimality of Myopic Sensing in Multi-Channel Opportunistic Access - Tara Javidi; Bhaskar Krishnamachari; Qing Zhao; Mingyan Liu (Proceedings of IEEE International Conference on Communications, ICC 2008, Beijing, China, 19-23 May 2008, 2008)

A Soil Moisture Smart Sensor Web using Data Assimilation and Optimal Control: Formulation and First Laboratory Demonstration - Mahta Moghaddam; Dara Entekhabi; Yuriy Goykhman; Mingyan Liu; Aditya Mahajan; Ashutosh Nayyar; David I. Shuman; Demosthenis Teneketzis (IEEE International Geoscience & Remote Sensing Symposium, IGARSS 2008, July 8-11, 2008, Boston, Massachusetts, USA, Proceedings, 2008)

Competitive Analysis of Opportunistic Spectrum Access Strategies - Nicholas B. Chang; Mingyan Liu (INFOCOM 2008. 27th IEEE International Conference on Computer Communications, Joint Conference of the IEEE Computer and Communications Societies, 13-18 April 2008, Phoenix, AZ, USA, 2008)

Optimal stochastic routing in low duty-cycled wireless sensor networks - Dongsook Kim; Mingyan Liu (Proceedings of the 4th Annual International Conference on Wireless Internet, WICON 2008, Maui, Hawaii, USA, November 17-19, 2008, 2008)

Energy-efficient transmission scheduling for wireless media streaming with strict underflow constraints - David I. Shuman; Mingyan Liu (6th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks and Workshops, WIOPT 2008, March 31 - April 4, 2008, Berlin, Germany, 2008)

Optimality of Myopic Sensing in Multi-Channel Opportunistic Access - Sahand Haji Ali Ahmad; Mingyan Liu; Tara Javidi; Qing Zhao; Bhaskar Krishnamachari (CoRR, 2008)

Multirate multicast service provisioning I: an algorithm for optimal price splitting along multicast trees - Tudor M. Stoenescu; Mingyan Liu; Demosthenis Teneketzis (Math. Methods Oper. Res., 2007)

Multirate multicast service provisioning II: a tâtonnement process for rate allocation - Tudor M. Stoenescu; Mingyan Liu; Demosthenis Teneketzis (Math. Methods Oper. Res., 2007)

Controlled flooding search in a large network - Nicholas B. Chang; Mingyan Liu (IEEE/ACM Trans. Netw., 2007)

Optimal channel probing and transmission scheduling for opportunistic spectrum access - Nicholas B. Chang; Mingyan Liu (Proceedings of the 13th Annual International Conference on Mobile Computing and Networking, MOBICOM 2007, Montréal, Québec, Canada, September 9-14, 2007, 2007)

Surface street traffic estimation - Jungkeun Yoon; Brian Noble; Mingyan Liu (Proceedings of the 5th International Conference on Mobile Systems, Applications, and Services (MobiSys 2007), San Juan, Puerto Rico, June 11-13, 2007, 2007)

On Throughput Scaling of Wireless Networks: Effect of Node Density and Propagation Model - Enrique J. Duarte-Melo; Awlok Josan; Mingyan Liu; David L. Neuhoff; S. Sandeep Pradhan (CoRR, 2007)

Throughput Scaling in Random Wireless Networks: A Non-Hierarchical Multipath Routing Strategy - Awlok Josan; Mingyan Liu; David L. Neuhoff; S. Sandeep Pradhan (CoRR, 2007)

Self-monitoring of wireless sensor networks - Chih-fan Hsin; Mingyan Liu (Comput. Commun., 2006)

Optimal Bandwidth Allocation in a Delay Channel - Navid Ehsan; Mingyan Liu (IEEE J. Sel. Areas Commun., 2006)

A General Framework to Construct Stationary Mobility Models for the Simulation of Mobile Networks - Jungkeun Yoon; Mingyan Liu; Brian Noble (IEEE Trans. Mob. Comput., 2006)

Randomly Duty-cycled Wireless Sensor Networks: Dynamics of Coverage - Chih-fan Hsin; Mingyan Liu (IEEE Trans. Wirel. Commun., 2006)

Controlled Flooding Search with Delay Constraints - Nicholas B. Chang; Mingyan Liu (INFOCOM 2006. 25th IEEE International Conference on Computer Communications, Joint Conference of the IEEE Computer and Communications Societies, 23-29 April 2006, Barcelona, Catalunya, Spain, 2006)

The Effect of Node Density and Propagation Model on Throughput Scaling of Wireless Networks - Enrique J. Duarte-Melo; Awlok Josan; Mingyan Liu; David L. Neuhoff; S. Sandeep Pradhan (Proceedings 2006 IEEE International Symposium on Information Theory, ISIT 2006, The Westin Seattle, Seattle, Washington, USA, July 9-14, 2006, 2006)

Building realistic mobility models from coarse-grained traces - Jungkeun Yoon; Brian D. Noble; Mingyan Liu; Minkyong Kim (Proceedings of the 4th International Conference on Mobile Systems, Applications, and Services (MobiSys 2006), Uppsala, Sweden, June 19-22, 2006, 2006)

Editorial - Biao Chen; Wendi B. Heinzelman; Mingyan Liu; Andrew T. Campbell (EURASIP J. Wirel. Commun. Netw., 2005)

An Efficient and Robust Computational Framework for Studying Lifetime and Information Capacity in Sensor Networks - Enrique J. Duarte-Melo; Mingyan Liu; Archan Misra (Mob. Networks Appl., 2005)

Dynamic Bandwidth Allocation for Low Power Devices With Random Connectivity - Navid Ehsan; Mingyan Liu (44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, CDC/ECC 2005, Seville, Spain, 12-15 December, 2005, 2005)

Partial Clustering: Maintaining Connectivity in a Low Duty-Cycled Dense Wireless Sensor Network - Chih-fan Hsin; Mingyan Liu (19th International Parallel and Distributed Processing Symposium (IPDPS 2005), CD-ROM / Abstracts Proceedings, 4-8 April 2005, Denver, CO, USA, 2005)

Optimal Controlled Flooding Search in a Large Wireless Network - Nicholas B. Chang; Mingyan Liu (3rd International Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks (WiOpt 2005), 4-6 April 2005, Trentino, Italy, 2005)

Modeling TCP performance with proxies - Navid Ehsan; Mingyan Liu (Comput. Commun., 2004)

Fixed point approximation for multirate multihop loss networks with state-dependent routing - Mingyan Liu; John S. Baras (IEEE/ACM Trans. Netw., 2004)

Properties of optimal resource sharing in a delay channel - Navid Ehsan; Mingyan Liu (43rd IEEE Conference on Decision and Control, CDC 2004, Nassau, Bahamas, December 14-17, 2004, 2004)

On the optimality of an index policy for bandwidth allocation with delayed state observation and differentiated services - Navid Ehsan; Mingyan Liu (Proceedings IEEE INFOCOM 2004, The 23rd Annual Joint Conference of the IEEE Computer and Communications Societies, Hong Kong, China, March 7-11, 2004, 2004)

Network coverage using low duty-cycled sensors: random & coordinated sleep algorithms - Chih-fan Hsin; Mingyan Liu (Proceedings of the Third International Symposium on Information Processing in Sensor Networks, IPSN 2004, Berkeley, California, USA, April 26-27, 2004, 2004)

Revisiting the TTL-based controlled flooding search: optimality and randomization - Nicholas B. Chang; Mingyan Liu (Proceedings of the 10th Annual International Conference on Mobile Computing and Networking, MOBICOM 2004, 2004, Philadelphia, PA, USA, September 26 - October 1, 2004, 2004)

Wired/Wireless Internet Communications, Second International Conference, WWIC 2004, Frankfurt/Oder, Germany, February 4-6, 2004, Proceedings - Peter Langendörfer; Mingyan Liu; Ibrahim Matta; Vassilios Tsaoussidis (Springer, 2004)

Data-gathering wireless sensor networks: organization and capacity - Enrique J. Duarte-Melo; Mingyan Liu (Comput. Networks, 2003)

Evaluation of performance enhancing proxies in internet over satellite - Navid Ehsan; Mingyan Liu; Roderick J. Ragland (Int. J. Commun. Syst., 2003)

An approach to rate allocation in multicast - Tudor Mihai Stoenescu; Mingyan Liu; Demosthenis Teneketzis (42nd IEEE Conference on Decision and Control, CDC 2003, Maui, Hawaii, USA, December 9-12, 2003, 2003)

Analysis of TCP transient behavior and its effect on file transfer latency - Navid Ehsan; Mingyan Liu (Proceedings of IEEE International Conference on Communications, ICC 2003, Anchorage, Alaska, USA, 11-15 May, 2003, 2003)

Random Waypoint Considered Harmful - Jungkeun Yoon; Mingyan Liu; Brian Noble (Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30 - April 3, 2003, 2003)

On the Many-to-One Transport Capacity of a Dense Wireless Sensor Network and the Compressibility of Its Data - Daniel Marco; Enrique J. Duarte-Melo; Mingyan Liu; David L. Neuhoff (Information Processing in Sensor Networks, Second International Workshop, IPSN 2003, Palo Alto, CA, USA, April 22-23, 2003, Proceedings, 2003)

Sound mobility models - Jungkeun Yoon; Mingyan Liu; Brian Noble (Proceedings of the Ninth Annual International Conference on Mobile Computing and Networking, MOBICOM 2003, 2003, San Diego, CA, USA, September 14-19, 2003, 2003)

AMRoute: Ad Hoc Multicast Routing Protocol - Jason Xie; Rajesh R. Talpade; Anthony J. McAuley; Mingyan Liu (Mob. Networks Appl., 2002)

Analysis of energy consumption and lifetime of heterogeneous wireless sensor networks - Enrique J. Duarte-Melo; Mingyan Liu (Proceedings of the Global Telecommunications Conference, 2002. GLOBECOM '02, Taipei, Taiwan, 17-21 November, 2002, 2002)

Modelling TCP Performance Proxies - Mingyan Liu; Navid Ehsan (Proceedings of the International Conference on Internet Computing, IC 2002, Las Vegas, Nevada, USA, June 24-27, 2002, 2002)

A distributed monitoring mechanism for wireless sensor networks - Chih-fan Hsin; Mingyan Liu (Proceedings of the 2002 ACM Workshop on Wireless Security, Atlanta, GA, USA, September 28, 2002, 2002)

Modeling and Analysis of TCP Enhancement over Heterogeneous Links - Mingyan Liu; Navid Ehsan (Networking - ICN 2001, First International Conference, Colmar, France, July 9-13, 2001 Proceedings, Part 2, 2001)

Network Performance Modeling, Design and Dimensioning Technologies - Mingyan Liu (University of Maryland, College Park, MD, USA, 2000)

Performance analysis using a hierarchical loss network model - Mingyan Liu; John S. Baras (Proceedings of the Global Telecommunications Conference, 2000. GLOBECOM 2000, San Francisco, CA, USA, 27 November - 1 December 2000, 2000)

Caching and Multicasting in DBS Systems - Mingyan Liu; Manish Karir; John S. Baras (Proceedings of the 1999 International Conference on Parallel Processing Workshops, ICPPW 1999, Wakamatsu, Japan, September 21-24, 1999, 1999)