Mingyan Liu
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Mingyan Liu's AcademicInfluence.com Rankings
Mingyan Liuengineering Degrees
Engineering
#7237
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#8601
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Electrical Engineering
#2526
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#2648
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Applied Physics
#3700
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#3835
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Engineering
Mingyan Liu's Degrees
- PhD Electrical Engineering University of California, Berkeley
- Masters Electrical Engineering University of California, Berkeley
- Bachelors Electrical Engineering Tsinghua University
Why Is Mingyan Liu Influential?
(Suggest an Edit or Addition)According to Wikipedia, Mingyan Liu is an electrical engineering and computer science professor, and the Peter and Evelyn Fuss Chair of Electrical and Computer Engineering at the University of Michigan, Ann Arbor, MI. Her research is in optimal resource allocation, sequential decision theory, incentive design, online learning, and modeling and mining of large scale Internet measurement data concerning cyber security. She was a co-founder of the cybersecurity scoring startup Quadmetrics in 2014. Quadmetrics was named a "2016 Cool Vendor in Risk Management" by Gartner, and was acquired by FICO in 2016.
Mingyan Liu's Published Works
Published Works
- AMRoute: Adhoc Multicast Routing Protocol (1999) (196)
- Adversarial Objects Against LiDAR-Based Autonomous Driving Systems (2019) (97)
- Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations (2020) (93)
- MeshAdv: Adversarial Meshes for Visual Recognition (2018) (87)
- Characterizing Attacks on Deep Reinforcement Learning (2019) (46)
- Congestion games with resource reuse and applications in spectrum sharing (2009) (41)
- AdvIT: Adversarial Frames Identifier Based on Temporal Consistency in Videos (2019) (36)
- Predictive Cruise Control with Private Vehicle-to-Vehicle Communication for Improving Fuel Consumption and Emissions (2019) (10)
- Network Performance Modeling, Design and Dimensioning Methodologies (2000) (6)
- Network Games with Strategic Machine Learning (2021) (5)
- An Online Learning Approach to Improving the Quality of Crowd-Sourcing (2015) (3)
- Perspectives on Internet of Things and Its Applications (2012) (3)
- A Robust Wireless Sensor Network Architecture for the Large-scale Deployment of the Soil Moisture Sensing Controller and Optimal Estimator (SoilSCaPE) (2011) (3)
- Tactical and Strategic Communication Network Simulation and Performance Analysis (1997) (3)
- Contention-Detectable Mechanism for Receiver-Initiated MAC (2019) (2)
- Long term impact of fair machine learning in sequential decision making: representation disparity and group retention (2019) (2)
- An approach to rate allocation in multicast (2003) (2)
- Predictive Compensation-Based Congestion Controller in Large-Delay Network (2016) (1)
- Smart Internet Probing: Scanning Using Adaptive Machine Learning (2021) (1)
- Design and optimisation of a distributive model-based sensor fault detection method for automated in-network execution in a wireless sensor network (2017) (0)
- Network Performance Modeling, Design and Dimensioning Technologies (2000) (0)
- Sequential Learning and Decision-Making in Dynamic Channel Access and Transmission Scheduling (2019) (0)
- Cognitive Tactical Radios: Cognition Through Learning and Strategy (CLearStrategy) (2012) (0)
- A Secure Intrusion Detection System for Heterogeneous Wireless Sensor Networks (2019) (0)
- Games on Networks with Community Structure: Existence, Uniqueness and Stability of Equilibria (2020) (0)
- Embracing Risk: Cyber Insurance as an Incentive Mechanism for Cybersecurity (2021) (0)
- Structural Stability of a Family of Group Formation Games (2021) (0)
- Automatic Differentiation for Iterative Process and Its Applications in Network Performance Analysis (1997) (0)
- Performance Evaluation of Energy Efficient Routing Protocols for MANET (2020) (0)
- Wired/Wireless Internet Communications: Second International Conference, WWIC 2004, Frankfurt/Oder, Germany, February 4-6, 2004, Proceedings (2004) (0)
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What Schools Are Affiliated With Mingyan Liu?
Mingyan Liu is affiliated with the following schools: