b'Jianwei Huang'

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...

0 Bing Luo, et al. ∙

research

∙ 09/03/2022

Age-Dependent Differential Privacy

The proliferation of real-time applications has motivated extensive rese...

0 Meng Zhang, et al. ∙

research

∙ 06/26/2022

Cross-Silo Federated Learning: Challenges and Opportunities

Federated learning (FL) is an emerging technology that enables the train...

0 Chao Huang, et al. ∙

research

∙ 05/20/2022

6G Network AI Architecture for Everyone-Centric Customized Services

Mobile communication standards were developed for enhancing transmission...

0 Yang Yang, et al. ∙

research

∙ 12/29/2021

Socially-Optimal Mechanism Design for Incentivized Online Learning

Multi-arm bandit (MAB) is a classic online learning framework that studi...

0 Zhiyuan Wang, et al. ∙

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 ...

12 Bing Luo, et al. ∙

research

∙ 08/24/2021

Optimal UAV Hitching on Ground Vehicles

Due to its mobility and agility, unmanned aerial vehicle (UAV) has emerg...

0 Lihua Ruan, et al. ∙

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...

0 Guocheng Liao, et al. ∙

research

∙ 04/08/2021

Strategic Information Revelation in Crowdsourcing Systems Without Verification

We study a crowdsourcing problem where the platform aims to incentivize ...

0 Chao Huang, et al. ∙

research

∙ 04/01/2021

Federated Few-Shot Learning with Adversarial Learning

We are interested in developing a unified machine learning model over ma...

0 Chenyou Fan, et al. ∙

research

∙ 03/30/2021

Reputation and Pricing Dynamics in Online Markets

We study the economic interactions among sellers and buyers in online ma...

0 Qian Ma, et al. ∙

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...

0 Zhiyuan Wang, et al. ∙

research

∙ 03/10/2021

A Social Welfare Maximization Mechanism for Blockchain Storage

Miners in a blockchain system are suffering from the ever-increasing sto...

0 Yunshu Liu, et al. ∙

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 ...

0 Yangyong Zhang, et al. ∙

research

∙ 12/28/2020

Selfish Caching Games on Directed Graphs

Caching networks can reduce the routing costs of accessing contents by c...

0 Qian Ma, et al. ∙

research

∙ 12/16/2020

Incentive Mechanism Design for Distributed Coded Machine Learning

A distributed machine learning platform needs to recruit many heterogene...

0 Ningning Ding, et al. ∙

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...

0 Jianwei Huang, et al. ∙

research

∙ 12/04/2020

Economics of Mobile Data Trading Market

To exploit users' heterogeneous data demands, several mobile network ope...

0 Junlin Yu, et al. ∙

research

∙ 06/28/2020

Pricing Fresh Data

We introduce the concept of fresh data trading, in which a destination u...

0 Meng Zhang, et al. ∙

research

∙ 11/10/2019

Prospect Theoretic Analysis of Privacy-Preserving Mechanism

We study a problem of privacy-preserving mechanism design. A data collec...

0 Guocheng Liao, et al. ∙

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...

0 Dongwei Zhao, et al. ∙

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...

0 Dongwei Zhao, et al. ∙

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...

0 Dongwei Zhao, et al. ∙

research

∙ 05/16/2019

Economic Viability of Data Trading with Rollover

Mobile Network Operators (MNOs) are providing more flexible wireless dat...

0 Zhiyuan Wang, et al. ∙

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...

0 Zhiyuan Wang, et al. ∙

research

∙ 04/22/2019

Multimedia Crowdsourcing with Bounded Rationality: A Cognitive Hierarchy Perspective

In multimedia crowdsourcing, the requester's quality requirements and re...

0 Qi Shao, et al. ∙

research

∙ 04/22/2019

Multimedia Crowdsourcing with Bounded Rationality: A Cognitive Hierarchy Prospective

In multimedia crowdsourcing, the requester's quality requirements and re...

0 Qi Shao, et al. ∙

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...

0 Meng Zhang, et al. ∙

research

∙ 04/15/2019

How to Price Fresh Data

We introduce the concept of a fresh data market, in which a destination ...

0 Meng Zhang, et al. ∙

research

∙ 03/26/2019

Pricing for Collaboration Between Online Apps and Offline Venues

An increasing number of mobile applications (abbrev. apps), like Pokemon...

0 Haoran Yu, et al. ∙

research

∙ 03/26/2019

Duopoly Competition for Mobile Data Plans with Time Flexibility

The growing competition drives the mobile network operators (MNOs) to ex...

0 Zhiyuan Wang, et al. ∙

research

∙ 01/29/2019

Efficient Network Sharing with Asymmetric Constraint Information

Network sharing has become a key feature of various enablers of the next...

0 Meng Zhang, et al. ∙

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...

0 Ming Tang, et al. ∙

research

∙ 09/09/2018

Hybrid Pricing for Mobile Collaborative Internet Access

Mobile Collaborative Internet Access (MCA) enables mobile users to share...

0 Meng Zhang, et al. ∙

research

∙ 08/31/2018

Exploring Time Flexibility in Wireless Data Plans

Recently, the mobile network operators (MNOs) are exploring more time fl...

0 Zhiyuan Wang, et al. ∙

research

∙ 08/31/2018

Exploring Time Flexibility in Wireless Data Plan

Recently, the mobile network operators (MNOs) are exploring more time fl...

0 Zhiyuan Wang, et al. ∙

research

∙ 05/21/2018

Performance Bound Analysis for Crowdsourced Mobile Video Streaming

Adaptive bitrate (ABR) streaming enables video users to adapt the playin...

0 Lin Gao, et al. ∙

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...

0 Lin Gao, et al. ∙

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...

0 Qian Ma, et al. ∙

research

∙ 02/26/2018

Incentivizing Wi-Fi Network Crowdsourcing: A Contract Theoretic Approach

Crowdsourced wireless community network enables individual users to shar...

0 Qian Ma, et al. ∙

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...

0 Lin Gao, et al. ∙

research

∙ 02/24/2016

Parametric Prediction from Parametric Agents

We consider a problem of prediction based on opinions elicited from hete...

0 Yuan Luo, et al. ∙

Jianwei Huang

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