 Ten Challenging Problems in Federated Foundation ModelsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2025 |
 Hire When You Need to: Gradual Participant Recruitment for Auction-based
Federated LearningIEEE International Joint Conference on Neural Network (IJCNN), 2023 |
 GMValuator: Similarity-based Data Valuation for Generative ModelsInternational Conference on Learning Representations (ICLR), 2023 |
 An Exploratory Analysis on Users' Contributions in Federated LearningInternational Conference on Trust, Privacy and Security in Intelligent Systems and Applications (ICPSISA), 2020 |
 A Survey on Data Pricing: from Economics to Data ScienceIEEE Transactions on Knowledge and Data Engineering (TKDE), 2020 |
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 Incentive Design for Efficient Federated Learning in Mobile Networks: A
Contract Theory ApproachAsia-Pacific Conference on Wearable Computing Systems (AWCS), 2019 |
