Adaptive Multi-Source Transfer Learning Approaches for Environmental Challenges

Wang, Shuo (Principal Investigator)

Computer Science

Short title	Adaptive Multi-Source Transfer Learning Approaches for Environmental Challenges
Status	Finished
Effective start/end date	1/03/24 → 28/02/26

Funding

Engineering & Physical Science Research Council

8 Conference contribution
2 Article

A Two-Stage Multi-Source Transfer Learning Approach for Software Defect Prediction
Li, H. & Wang, S., 6 Jan 2026, 2025 IEEE 23rd International Conference on Industrial Informatics (INDIN). Institute of Electrical and Electronics Engineers (IEEE), 6 p. 11279473. (IEEE International Conference on Industrial Informatics (INDIN)).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
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100 Downloads (Pure)
FedPAC: A Federated Semi-Supervised Learning Approach for Non-IID Data with Feature Shift
Guo, X. & Wang, S., 28 Jan 2026, 2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC). Institute of Electrical and Electronics Engineers (IEEE), p. 2809-2814 6 p. (IEEE International Conference on Systems, Man and Cybernetics).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
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240 Downloads (Pure)
A Multi-Model Approach for Handling Concept Drifting Data in Federated Learning
Yang, G., Chen, X., Zhang, T. & Wang, S., 24 Jun 2025, 2024 20th International Conference on Mobility, Sensing and Networking (MSN). Institute of Electrical and Electronics Engineers (IEEE), 6 p. 11036517. (International Conference on Mobile Ad-hoc and Sensor Networks).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
File
278 Downloads (Pure)