research
∙
08/30/2023
Information Disclosure under Competition in Sharing Systems
Sharing systems have facilitated the redistribution of underused resourc...
share
research
∙
04/17/2023
Incentive Mechanism Design for Unbiased Federated Learning with Randomized Client Participation
Incentive mechanism is crucial for federated learning (FL) when rational...
research
∙
03/15/2023
Optimization Design for Federated Learning in Heterogeneous 6G Networks
With the rapid advancement of 5G networks, billions of smart Internet of...
research
∙
09/03/2022
Age-Dependent Differential Privacy
The proliferation of real-time applications has motivated extensive rese...
research
∙
06/26/2022
Cross-Silo Federated Learning: Challenges and Opportunities
Federated learning (FL) is an emerging technology that enables the train...
research
∙
05/20/2022
6G Network AI Architecture for Everyone-Centric Customized Services
Mobile communication standards were developed for enhancing transmission...
research
∙
12/29/2021
Socially-Optimal Mechanism Design for Incentivized Online Learning
Multi-arm bandit (MAB) is a classic online learning framework that studi...
research
∙
12/21/2021
Tackling System and Statistical Heterogeneity for Federated Learning with Adaptive Client Sampling
Federated learning (FL) algorithms usually sample a fraction of clients ...
research
∙
08/24/2021
Optimal UAV Hitching on Ground Vehicles
Due to its mobility and agility, unmanned aerial vehicle (UAV) has emerg...
research
∙
05/29/2021
The Privacy Paradox and Optimal Bias-Variance Trade-offs in Data Acquisition
While users claim to be concerned about privacy, often they do little to...
research
∙
04/08/2021
Strategic Information Revelation in Crowdsourcing Systems Without Verification
We study a crowdsourcing problem where the platform aims to incentivize ...
research
∙
04/01/2021
Federated Few-Shot Learning with Adversarial Learning
We are interested in developing a unified machine learning model over ma...
research
∙
03/30/2021
Reputation and Pricing Dynamics in Online Markets
We study the economic interactions among sellers and buyers in online ma...
research
∙
03/23/2021
Taming Time-Varying Information Asymmetry in Fresh Status Acquisition
Many online platforms are providing valuable real-time contents (e.g., t...
research
∙
03/10/2021
A Social Welfare Maximization Mechanism for Blockchain Storage
Miners in a blockchain system are suffering from the ever-increasing sto...
research
∙
01/12/2021
Practical Speech Re-use Prevention in Voice-driven Services
Voice-driven services (VDS) are being used in a variety of applications ...
research
∙
12/28/2020
Selfish Caching Games on Directed Graphs
Caching networks can reduce the routing costs of accessing contents by c...
research
∙
12/16/2020
Incentive Mechanism Design for Distributed Coded Machine Learning
A distributed machine learning platform needs to recruit many heterogene...
research
∙
12/06/2020
On the Privacy and Integrity Risks of Contact-Tracing Applications
Smartphone-based contact-tracing applications are at the epicenter of th...
research
∙
12/04/2020
Economics of Mobile Data Trading Market
To exploit users' heterogeneous data demands, several mobile network ope...
research
∙
06/28/2020
Pricing Fresh Data
We introduce the concept of fresh data trading, in which a destination u...
research
∙
11/10/2019
Prospect Theoretic Analysis of Privacy-Preserving Mechanism
We study a problem of privacy-preserving mechanism design. A data collec...
research
∙
10/07/2019
Storage or No Storage: Duopoly Competition Between Renewable Energy Suppliers in a Local Energy Market
This paper studies the duopoly competition between renewable energy supp...
research
∙
10/07/2019
Technical report for "Storage or No Storage: Duopoly Competition Between Renewable Energy Suppliers in a Local Energy Market"
This paper studies the duopoly competition between renewable energy supp...
research
∙
07/03/2019
Technical report for "Virtual Energy Storage Sharing and Capacity Allocation"
Energy storage can play an important role in energy management of end us...
research
∙
05/16/2019
Economic Viability of Data Trading with Rollover
Mobile Network Operators (MNOs) are providing more flexible wireless dat...
research
∙
05/15/2019
Multi-Cap Optimization for Wireless Data Plans with Time Flexibility
An effective way for a Mobile network operator (MNO) to improve its reve...
research
∙
04/22/2019
Multimedia Crowdsourcing with Bounded Rationality: A Cognitive Hierarchy Perspective
In multimedia crowdsourcing, the requester's quality requirements and re...
research
∙
04/22/2019
Multimedia Crowdsourcing with Bounded Rationality: A Cognitive Hierarchy Prospective
In multimedia crowdsourcing, the requester's quality requirements and re...
research
∙
04/15/2019
When Tesla Meets Nash: Wireless Power Provision as a Public Good
The wireless power transfer (WPT) technology enables a cost-effective an...
research
∙
04/15/2019
How to Price Fresh Data
We introduce the concept of a fresh data market, in which a destination ...
research
∙
03/26/2019
Pricing for Collaboration Between Online Apps and Offline Venues
An increasing number of mobile applications (abbrev. apps), like Pokemon...
research
∙
03/26/2019
Duopoly Competition for Mobile Data Plans with Time Flexibility
The growing competition drives the mobile network operators (MNOs) to ex...
research
∙
01/29/2019
Efficient Network Sharing with Asymmetric Constraint Information
Network sharing has become a key feature of various enablers of the next...
research
∙
09/22/2018
Enabling Edge Cooperation in Tactile Internet via 3C Resource Sharing
Tactile Internet often requires (i) the ultra-reliable and ultra-respons...
research
∙
09/09/2018
Hybrid Pricing for Mobile Collaborative Internet Access
Mobile Collaborative Internet Access (MCA) enables mobile users to share...
research
∙
08/31/2018
Exploring Time Flexibility in Wireless Data Plans
Recently, the mobile network operators (MNOs) are exploring more time fl...
research
∙
08/31/2018
Exploring Time Flexibility in Wireless Data Plan
Recently, the mobile network operators (MNOs) are exploring more time fl...
research
∙
05/21/2018
Performance Bound Analysis for Crowdsourced Mobile Video Streaming
Adaptive bitrate (ABR) streaming enables video users to adapt the playin...
research
∙
05/21/2018
Multi-User Cooperative Mobile Video Streaming: Performance Analysis and Online Mechanism Design
Adaptive bitrate streaming enables video users to adapt their playing bi...
research
∙
02/26/2018
Technical Report for "Incentivizing Wi-Fi Network Crowdsourcing: A Contract Theoretic Approach"
Crowdsourced wireless community network enables individual users to shar...
research
∙
02/26/2018
Incentivizing Wi-Fi Network Crowdsourcing: A Contract Theoretic Approach
Crowdsourced wireless community network enables individual users to shar...
research
∙
08/10/2017
Achieving an Efficient and Fair Equilibrium Through Taxation
It is well known that a game equilibrium can be far from efficient or fa...
research
∙
02/24/2016
