32 citations · 43 across the 10 of their papers we have counts for
10 papers
Dual Privacy Guarantees for Distributed Nash Equilibrium Seeking in Aggregative Games
Qingtan Meng, Qian Ma
This paper investigates the privacy-preserving distributed Nash equilibrium seeking problem for aggregative games. A novel differential privacy mechanism is designed by incorporati…
Collaboration in Participant-Centric Federated Learning: A Game-Theoretical Perspective
Guangjing Huang, Xu Chen, Tao Ouyang +3
Federated learning (FL) is a promising distributed framework for collaborative artificial intelligence model training while protecting user privacy. A bootstrapping component that…
Enabling Long-Term Cooperation in Cross-Silo Federated Learning: A Repeated Game Perspective
Ning Zhang, Qian Ma, Xu Chen
Cross-silo federated learning (FL) is a distributed learning approach where clients of the same interest train a global model cooperatively while keeping their local data private.…
Reputation and Pricing Dynamics in Online Markets
Qian Ma, Jianwei Huang, Tamer Başar +2
We study the economic interactions among sellers and buyers in online markets. In such markets, buyers have limited information about the product quality, but can observe the selle…
Selfish Caching Games on Directed Graphs
Qian Ma, Edmund Yeh, Jianwei Huang
Caching networks can reduce the routing costs of accessing contents by caching contents closer to users. However, cache nodes may belong to different entities and behave selfishly…
Age of Processing: Age-driven Status Sampling and Processing Offloading for Edge Computing-enabled Real-time IoT Applications
Rui Li, Qian Ma, Jie Gong +2
The freshness of status information is of great importance for time-critical Internet of Things (IoT) applications. A metric measuring status freshness is the age-of-information (A…
Technical Report for "Incentivizing Wi-Fi Network Crowdsourcing: A Contract Theoretic Approach"
Qian Ma, Lin Gao, Ya-Feng Liu +1
Crowdsourced wireless community network enables individual users to share their private Wi-Fi access points (APs) with each other, hence can achieve a large Wi-Fi coverage with a s…
Economic Analysis of Crowdsourced Wireless Community Networks
Qian Ma, Lin Gao, Ya-Feng Liu +1
Crowdsourced wireless community networks can effectively alleviate the limited coverage issue of Wi-Fi access points (APs), by encouraging individuals (users) to share their privat…
Time and Location Aware Mobile Data Pricing
Qian Ma, Ya-Feng Liu, Jianwei Huang
Mobile users' correlated mobility and data consumption patterns often lead to severe cellular network congestion in peak hours and hot spots. This paper presents an optimal design…
A Game-Theoretic Analysis of User Behaviors in Crowdsourced Wireless Community Networks
Qian Ma, Lin Gao, Ya-Feng Liu +1
A crowdsourced wireless community network can effectively alleviate the limited coverage issue of Wi-Fi access points (APs), by encouraging individuals (users) to share their priva…