Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

A Comprehensive Study on Personalized Federated Learning with Non-IID Data.

[BibT_eX]

[DOI]

Menghang Yu

Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022

Online Data Valuation and Pricing for Machine Learning Tasks in Mobile Health.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2022, 2022

Control-based Bidding for Mobile Livestreaming Ads with Exposure Guarantee.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Hierarchically Constrained Adaptive Ad Exposure in Feeds.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Fine-Grained User Profiling for Personalized Task Matching in Mobile Crowdsensing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2021

ERATO: Trading Noisy Aggregate Statistics over Private Correlated Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Strategy-Proof Online Mechanisms for Weighted AoI Minimization in Edge Computing.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2021

A Cooperative-Competitive Multi-Agent Framework for Auto-bidding in Online Advertising.

[BibT_eX]

[DOI]

CoRR, 2021

Optimizing Multiple Performance Metrics with Deep GSP Auctions for E-commerce Advertising.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

Data-Free Evaluation of User Contributions in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 19th International Symposium on Modeling and Optimization in Mobile, 2021

Scaling DCN Models for Indoor White Space Exploration.

[BibT_eX]

[DOI]

Proceedings of the Wireless Algorithms, Systems, and Applications, 2021

Cost-Sharing Mechanism Design for Social Cost Minimization in Ridesharing Systems.

[BibT_eX]

[DOI]

Proceedings of the Wireless Algorithms, Systems, and Applications, 2021

Neural Auction: End-to-End Learning of Auction Mechanisms for E-Commerce Advertising.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

We Know What You Want: An Advertising Strategy Recommender System for Online Advertising.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

A Lightweight, Privacy-Preserving Tensor Completion Framework for Internet of Things.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021

Multi-objective Dynamic Auction Mechanism for Online Advertising.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Performance, 2021

Toward Understanding the Influence of Individual Clients in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

ARETE: On Designing Joint Online Pricing and Reward Sharing Mechanisms for Mobile Data Markets.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2020

Toward Understanding the Influence of Individual Clients in Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Distributed Optimization over Block-Cyclic Data.

[BibT_eX]

[DOI]

CoRR, 2020

Distributed Non-Convex Optimization with Sublinear Speedup under Intermittent Client Availability.

[BibT_eX]

[DOI]

CoRR, 2020

Generative Adversarial Networks-based Privacy-Preserving 3D Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE/ACM International Symposium on Quality of Service, 2020

Learning to Accelerate Heuristic Searching for Large-Scale Maximum Weighted b-Matching Problems in Online Advertising.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Towards Fine-Grained Indoor White Space Sensing.

[BibT_eX]

[DOI]

Proceedings of the Green, Pervasive, and Cloud Computing - 15th International Conference, 2020

A Deep Prediction Network for Understanding Advertiser Intent and Satisfaction.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Mechanism Design with Predicted Task Revenue for Bike Sharing Systems.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Achieving Data Truthfulness and Privacy Preservation in Data Markets.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Optimal Search Segmentation Mechanisms for Online Platform Markets.

[BibT_eX]

[DOI]

Zhenzhe Zheng

R. Srikant

Proceedings of the Web and Internet Economics - 15th International Conference, 2019

Making Big Money from Small Sensors: Trading Time-Series Data under Pufferfish Privacy.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Pricing for Revenue Maximization in IoT Data Markets: An Information Design Perspective.

[BibT_eX]

[DOI]

Weichao Mao

Zhenzhe Zheng

Fan Wu

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Challenges and Opportunities in IoT Data Markets.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Workshop on Social Sensing, 2019

2018

Unlocking the Value of Privacy: Trading Aggregate Statistics over Private Correlated Data.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Pricing for Revenue Maximization in Inter-DataCenter Networks.

[BibT_eX]

[DOI]

Zhenzhe Zheng

R. Srikant

Guihai Chen

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Towards Personalized Task Matching in Mobile Crowdsensing via Fine-Grained User Profiling.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Online Pricing for Revenue Maximization with Unknown Time Discounting Valuations.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

On Designing Optimal Data Purchasing Strategies for Online Ad Auctions.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017

A Budget Feasible Incentive Mechanism for Weighted Coverage Maximization in Mobile Crowdsensing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2017

Trading Data in the Crowd: Profit-Driven Data Acquisition for Mobile Crowdsensing.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2017

ERA: Towards privacy preservation and verifiability for online ad exchanges.

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., 2017

An Online Pricing Mechanism for Mobile Crowdsensing Data Markets.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2017

Fault tolerant mechanism design for time coverage in crowdsensing system.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017

Context-aware data quality estimation in mobile crowdsensing.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Trading Data in Good Faith: Integrating Truthfulness and Privacy Preservation in Data Markets.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Mechanism Design for Mobile Crowdsensing with Execution Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Trust-based time series data model for mobile crowdsensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2017

2016

AEGIS: An Unknown Combinatorial Auction Mechanism Framework for Heterogeneous Spectrum Redistribution in Noncooperative Wireless Networks.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2016

MAPM: Movement-Based Adaptive Prediction Mechanism for Energy Conservation in Body Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Communications Conference, 2016

Strategy-Proof Data Auctions with Negative Externalities: (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

2015

A Strategy-Proof Combinatorial Heterogeneous Channel Auction Framework in Noncooperative Wireless Networks.

[BibT_eX]

[DOI]

Zhenzhe Zheng

Fan Wu

Guihai Chen

IEEE Trans. Mob. Comput., 2015

STAR: Strategy-Proof Double Auctions for Multi-Cloud, Multi-Tenant Bandwidth Reservation.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2015

An Efficient, Privacy-Preserving, and Verifiable Online Auction Mechanism for Ad Exchanges.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014

Unknown combinatorial auction mechanisms for heterogeneous spectrum redistribution.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2014

SOAR: Strategy-proof auction mechanisms for distributed cloud bandwidth reservation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communication Systems, 2014

A Strategy-Proof Online Auction with Time Discounting Values.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

SMASHER: a strategy-proof combinatorial auction mechanism for heterogeneous channel redistribution.

[BibT_eX]

[DOI]

Zhenzhe Zheng

Fan Wu

Guihai Chen

Proceedings of the Fourteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2013

SAIL: A Strategy-Proof Auction Mechanism for Cooperative Communication.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Parallel and Distributed Systems, 2013

Zhenzhe Zheng

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