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Chao Huang
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Cross-silo federated learning: Challenges and opportunities
C Huang, J Huang, X Liu
arXiv preprint arXiv:2206.12949, 2022
392022
Using truth detection to incentivize workers in mobile crowdsourcing
C Huang, H Yu, RA Berry, J Huang
IEEE transactions on mobile computing 21 (6), 2257-2270, 2020
272020
Crowdsourcing with heterogeneous workers in social networks
C Huang, H Yu, J Huang, RA Berry
2019 IEEE Global Communications Conference (GLOBECOM), 1-6, 2019
182019
Eliciting information from heterogeneous mobile crowdsourced workers without verification
C Huang, H Yu, J Huang, RA Berry
IEEE Transactions on Mobile Computing 21 (10), 3551-3564, 2021
142021
Incentivizing crowdsourced workers via truth detection
C Huang, H Yu, J Huang, RA Berry
2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2019
102019
Strategic Information Revelation in Crowdsourcing Systems Without Verification
C Huang, H Yu, J Huang, RA Berry
IEEE INFOCOM 2021, 2021
82021
Online crowd learning with heterogeneous workers via majority voting
C Huang, H Yu, J Huang, RA Berry
2020 18th International Symposium on Modeling and Optimization in Mobile, Ad …, 2020
72020
Quantifying the Impact of Label Noise on Federated Learning
S Ke, C Huang, X Liu
The AAAI 2023 Workshop on Representation Learning for Responsible Human …, 2022
62022
Strategic Information Revelation Mechanism in Crowdsourcing Applications Without Verification
C Huang, H Yu, J Huang, RA Berry
IEEE Transactions on Mobile Computing, 2021
62021
Incentivizing data contribution in cross-silo federated learning
C Huang, S Ke, C Kamhoua, P Mohapatra, X Liu
arXiv preprint arXiv:2203.03885, 2022
52022
Duopoly business competition in cross-silo federated learning
C Huang, S Ke, X Liu
IEEE Transactions on Network Science and Engineering, 2023
42023
When MiniBatch SGD Meets SplitFed Learning: Convergence Analysis and Performance Evaluation
C Huang, G Tian, M Tang
arXiv preprint arXiv:2308.11953, 2023
22023
An Online Inference-Aided Incentive Framework for Information Elicitation Without Verification
C Huang, H Yu, J Huang, R Berry
IEEE Journal on Selected Areas in Communications 41 (4), 1167-1185, 2023
22023
Online crowd learning through strategic worker reports
C Huang, H Yu, J Huang, R Berry
IEEE Transactions on Mobile Computing, 2022
22022
Federated Learning in Competitive EV Charging Market
C Sun, C Huang, B Shou, J Huang
IEEE PES ISGT Europe, 2023
12023
On the impact of label noise in federated learning
S Ke, C Huang, X Liu
2023 21st International Symposium on Modeling and Optimization in Mobile, Ad …, 2023
12023
Predicting antimicrobial resistance of bacterial pathogens using time series analysis
J Kim, R Rupasinghe, A Halev, C Huang, S Rezaei, MJ Clavijo, ...
Frontiers in Microbiology 14, 1160224, 2023
12023
FedUV: Uniformity and Variance for Heterogeneous Federated Learning
HM Son, MH Kim, TM Chung, C Huang, X Liu
arXiv preprint arXiv:2402.18372, 2024
2024
Convergence Analysis of Split Federated Learning on Heterogeneous Data
P Han, C Huang, G Tian, M Tang, X Liu
arXiv preprint arXiv:2402.15166, 2024
2024
Promoting Collaborations in Cross-Silo Federated Learning: Challenges and Opportunities
C Huang, M Tang, Q Ma, J Huang, X Liu
IEEE Communications Magazine, 2023
2023
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