| 2026 | WiOpt | Privacy-Accuracy Trade-offs in Federated Learning with Data and Privacy Heterogeneity. | Po-Yen Chen, Nick Farid, Mingyan Liu |
| 2025 | GLOBECOM | Secure Ranging for Proximity-Based Authentication Using Physical Unclonable Functions in OFDM. | Demba Komma, Jiyoon Han, Mingyan Liu, Hun-Seok Kim |
| 2024 | AAAI | 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 |
| 2024 | CIKM | 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 |
| 2024 | ICLR | Fair Classifiers that Abstain without Harm. | Tongxin Yin, Jean-Francois Ton, Ruocheng Guo, Yuanshun Yao, Mingyan Liu, Yang Liu |
| 2024 | IMC | Analyzing Corporate Privacy Policies using AI Chatbots. | Ziyuan Huang, Jiaming Tang, Manish Karir, Mingyan Liu, Armin Sarabi |
| 2023 | ICLR | 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 |
| 2023 | IMC | An LLM-based Framework for Fingerprinting Internet-connected Devices. | Armin Sarabi, Tongxin Yin, Mingyan Liu |
| 2022 | CIKM | 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 |
| 2022 | ICML | Fairness Interventions as (Dis)Incentives for Strategic Manipulation. | Xueru Zhang, Mohammad Mahdi Khalili, Kun Jin, Parinaz Naghizadeh, Mingyan Liu |
| 2021 | AAAI | Multi-Scale Games: Representing and Solving Games on Networks with Group Structure. | Kun Jin, Yevgeniy Vorobeychik, Mingyan Liu |
| 2021 | ICCV | 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 | WSC | 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 |
| 2021 | SP | 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 |
| 2020 | WSC | Sustainable Catastrophic Cyber-Risk Management in IoT Societies. | Ranjan Pal, Ziyuan Huang, Xinlong Yin, Mingyan Liu, Sergey V. Lototsky, Jon Crowcroft |
| 2019 | CVPR | MeshAdv: Adversarial Meshes for Visual Recognition. | Chaowei Xiao, Dawei Yang, Bo Li, Jia Deng, Mingyan Liu |
| 2019 | ICCV | 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 |
| 2018 | ECCV | Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation. | Chaowei Xiao, Ruizhi Deng, Bo Li, Fisher Yu, Mingyan Liu, Dawn Song |
| 2018 | ICLR | Spatially Transformed Adversarial Examples. | Chaowei Xiao, Jun-Yan Zhu, Bo Li, Warren He, Mingyan Liu, Dawn Song |
| 2018 | ICML | Improving the Privacy and Accuracy of ADMM-Based Distributed Algorithms. | Xueru Zhang, Mohammad Mahdi Khalili, Mingyan Liu |
| 2018 | IJCAI | Generating Adversarial Examples with Adversarial Networks. | Chaowei Xiao, Bo Li, Jun-Yan Zhu, Warren He, Mingyan Liu, Dawn Song |
| 2018 | IMC | Characterizing the Internet Host Population Using Deep Learning: A Universal and Lightweight Numerical Embedding. | Armin Sarabi, Mingyan Liu |
| 2017 | IJCAI | Crowd Learning: Improving Online Decision Making Using Crowdsourced Data. | Yang Liu, Mingyan Liu |
| 2017 | PAM | 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 |
| 2016 | AAAI | Finding One's Best Crowd: Online Learning By Exploiting Source Similarity. | Yang Liu, Mingyan Liu |
| 2016 | AAAI | Inter-Temporal Incentives in Security Information Sharing Agreements. | Parinaz Naghizadeh, Mingyan Liu |
| 2016 | INFOCOM | Exit equilibrium: Towards understanding voluntary participation in security games. | Parinaz Naghizadeh, Mingyan Liu |
| 2016 | ITA | Inter-temporal incentives in security information sharing agreements. | Parinaz Naghizadeh, Mingyan Liu |
| 2015 | ICASSP | Detecting hidden cliques from noisy observations. | Yang Liu, Mingyan Liu |
| 2015 | INFOCOM | A regulated oligopoly multi-market model for trading smart data. | Shang-Pin Sheng, Yang Liu, Mingyan Liu |
| 2015 | INFOCOM | 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 | INFOCOM | PhaseU: Real-time LOS identification with WiFi. | Chenshu Wu, Zheng Yang, Zimu Zhou, Kun Qian, Yunhao Liu, Mingyan Liu |
| 2015 | MOBIHOC | An Online Approach to Dynamic Channel Access and Transmission Scheduling. | Yang Liu, Mingyan Liu |
| 2015 | SIGMETRICS | An Online Learning Approach to Improving the Quality of Crowd-Sourcing. | Yang Liu, Mingyan Liu |
| 2015 | SECON | 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 |
| 2014 | DSAA | Detecting hidden propagation structure and its application to analyzing phishing. | Yang Liu, Mingyan Liu |
| 2014 | INFOCOM | Hitchhike: Riding control on preambles. | Xiaoyu Ji, Jiliang Wang, Mingyan Liu, Yubo Yan, Panlong Yang, Yunhao Liu |
| 2014 | INFOCOM | Learning in hide-and-seek. | Qingsi Wang, Mingyan Liu |
| 2014 | ITA | Closing the price of anarchy gap in the interdependent security game. | Parinaz Naghizadeh, Mingyan Liu |
| 2014 | NDSS | On the Mismanagement and Maliciousness of Networks. | Jing Zhang, Zakir Durumeric, Michael D. Bailey, Mingyan Liu, Manish Karir |
| 2014 | WiOpt | Revisiting optimal power control: Dual effects of SNR and contention. | Yang Liu, Mingyan Liu, Jing Deng |
| 2014 | WiOpt | Jamming defense against a resource-replenishing adversary in multi-channel wireless systems. | Qingsi Wang, Shang-Pin Sheng, Jacob D. Abernethy, Mingyan Liu |
| 2013 | DCOSS | Distributive Model-Based Sensor Fault Diagnosis in Wireless Sensor Networks. | Chun Lo, Mingyan Liu, Jerome P. Lynch |
| 2013 | DCOSS | Efficient Sensor Fault Detection Using Combinatorial Group Testing. | Chun Lo, Mingyan Liu, Jerome P. Lynch, Anna C. Gilbert |
| 2013 | INFOCOM | To stay or to switch: Multiuser dynamic channel access. | Yang Liu, Mingyan Liu |
| 2013 | INFOCOM | Profit incentive in a secondary spectrum market: A contract design approach. | Shang-Pin Sheng, Mingyan Liu |
| 2013 | INFOCOM | When simplicity meets optimality: Efficient transmission power control with stochastic energy harvesting. | Qingsi Wang, Mingyan Liu |
| 2013 | PAM | Characterization of Blacklists and Tainted Network Traffic. | Jing Zhang, Ari Chivukula, Michael D. Bailey, Manish Karir, Mingyan Liu |
| 2012 | INFOCOM | Is diversity gain worth the pain: A delay comparison between opportunistic multi-channel MAC and single-channel MAC. | Yang Liu, Mingyan Liu, Jing Deng |
| 2012 | INFOCOM | Approximately optimal adaptive learning in opportunistic spectrum access. | Cem Tekin, Mingyan Liu |
| 2012 | SECON | Online learning for combinatorial network optimization with restless Markovian rewards. | Yi Gai, Bhaskar Krishnamachari, Mingyan Liu |
| 2011 | GLOBECOM | On the Combinatorial Multi-Armed Bandit Problem with Markovian Rewards. | Yi Gai, Bhaskar Krishnamachari, Mingyan Liu |
| 2011 | INFOCOM | Online learning in opportunistic spectrum access: A restless bandit approach. | Cem Tekin, Mingyan Liu |
| 2011 | ITA | Latency-optimizing file splitting for transmission over a large multi-hop network. | Raj Rao Nadakuditi, Mingyan Liu |
| 2011 | WiOpt | Throughput optimal switching in multi-channel WLANs. | Qingsi Wang, Mingyan Liu |
| 2011 | WiOpt | A stochastic differential equation model for spectrum utilization. | Li Yang, Shang-Pin Sheng, Romesh Saigal, Mingyan Liu, Dawei Chen, Qiang Zhang |
| 2010 | ITA | Channel estimation for opportunistic spectrum sensing: Uniform and random sensing. | Quanquan Liang, Mingyan Liu, Dongfeng Yuan |
| 2009 | GLOBECOM | Price of Anarchy for Cognitive MAC Games. | Lok Man Law, Jianwei Huang, Mingyan Liu, Shuo-Yen Robert Li |
| 2009 | MOBICOM | Mining spectrum usage data: a large-scale spectrum measurement study. | Dawei Chen, Sixing Yin, Qian Zhang, Mingyan Liu, Shufang Li |
| 2009 | MOBIHOC | Revenue generation for truthful spectrum auction in dynamic spectrum access. | Juncheng Jia, Qian Zhang, Qin Zhang, Mingyan Liu |
| 2008 | IGARSS | 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 |
| 2008 | INFOCOM | Competitive Analysis of Opportunistic Spectrum Access Strategies. | Nicholas B. Chang, Mingyan Liu |
| 2008 | WiOpt | Energy-efficient transmission scheduling for wireless media streaming with strict underflow constraints. | David I. Shuman, Mingyan Liu |
| 2007 | MOBICOM | Optimal channel probing and transmission scheduling for opportunistic spectrum access. | Nicholas B. Chang, Mingyan Liu |
| 2007 | Mobisys | Surface street traffic estimation. | Jungkeun Yoon, Brian Noble, Mingyan Liu |
| 2006 | INFOCOM | Controlled Flooding Search with Delay Constraints. | Nicholas B. Chang, Mingyan Liu |
| 2006 | ISIT | 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 |
| 2006 | Mobisys | Building realistic mobility models from coarse-grained traces. | Jungkeun Yoon, Brian D. Noble, Mingyan Liu, Minkyong Kim |
| 2005 | WiOpt | Optimal Controlled Flooding Search in a Large Wireless Network. | Nicholas B. Chang, Mingyan Liu |
| 2004 | INFOCOM | On the optimality of an index policy for bandwidth allocation with delayed state observation and differentiated services. | Navid Ehsan, Mingyan Liu |
| 2004 | MOBICOM | Revisiting the TTL-based controlled flooding search: optimality and randomization. | Nicholas B. Chang, Mingyan Liu |
| 2003 | INFOCOM | Random Waypoint Considered Harmful. | Jungkeun Yoon, Mingyan Liu, Brian Noble |
| 2003 | MOBICOM | Sound mobility models. | Jungkeun Yoon, Mingyan Liu, Brian Noble |
| 2002 | GLOBECOM | Analysis of energy consumption and lifetime of heterogeneous wireless sensor networks. | Enrique J. Duarte-Melo, Mingyan Liu |
| 2000 | GLOBECOM | Performance analysis using a hierarchical loss network model. | Mingyan Liu, John S. Baras |