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Papers
AEFGL: Reverse Auction and Value Evaluation-Based Federated Graph Learning Incentive Mechanism (Student Abstract)
AAAI 2026
DaringFed: A Dynamic Bayesian Persuasion Pricing for Online Federated Learning Under Two-sided Incomplete Information
IJCAI 2025
DICE: Data Influence Cascade in Decentralized Learning
ICLR 2025
FedCross: Intertemporal Federated Learning Under Evolutionary Games
AAAI 2025
Incentives for Early Arrival in Cooperative Games (Extended Abstract)
IJCAI 2025
Paid with Models: Optimal Contract Design for Collaborative Machine Learning
AAAI 2025
Analytically Tractable Models for Decision Making under Present Bias
AAAI 2024
Bayesian Regression Markets
JMLR 2024
Data Valuation and Detections in Federated Learning
CVPR 2024
HiFi-Gas: Hierarchical Federated Learning Incentive Mechanism Enhanced Gas Usage Estimation
AAAI 2024
Incentive-Aware Federated Learning with Training-Time Model Rewards
ICLR 2024
Incentivized Truthful Communication for Federated Bandits
ICLR 2024
Intelligent Agents for Auction-based Federated Learning: A Survey
IJCAI 2024
Stakeholder-oriented Decision Support for Auction-based Federated Learning
IJCAI 2024
Towards Fair Graph Federated Learning via Incentive Mechanisms
AAAI 2024
BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning
IJCAI 2023
Delegated Classification
NeurIPS 2023
Incentive-Boosted Federated Crowdsourcing
AAAI 2023
Incentives in Private Collaborative Machine Learning
NeurIPS 2023
Incentivized Communication for Federated Bandits
NeurIPS 2023
Incentivizing honest performative predictions with proper scoring rules
UAI 2023
Incentivizing Honesty among Competitors in Collaborative Learning and Optimization
NeurIPS 2023
Incentivizing Recourse through Auditing in Strategic Classification
IJCAI 2023
The Economics of Machine Learning
IJCAI 2023
Distributed Learning with Strategic Users: A Repeated Game Approach
AAAI 2022