Prof. TAN Kay Chen
Research Output
- 2024
- Published
Spatio-Temporal Hybrid Attentive Graph Network for Diagnosis of Mental Disorders on fMRI Time-Series Data
Liu, R., Huang, Z.-A., Hu, Y., Huang, L., Wong, K.-C. & Tan, K. C., Dec 2024, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 8, 6, p. 4046-4058Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Mixed Prototype Correction for Causal Inference in Medical Image Classification
Zhang, Y., Huang, Z.-A., Hong, Z., Wu, S., Wu, J. & Tan, K. C., Oct 2024, MM '24 - Proceedings of the 32nd ACM International Conference on Multimedia. New York, NY: Association for Computing Machinery, Inc, p. 4377-4386 (MM - Proceedings of the ACM International Conference on Multimedia).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Spatial–Temporal Co-Attention Learning for Diagnosis of Mental Disorders From Resting-State fMRI Data
Liu, R., Huang, Z.-A., Hu, Y., Zhu, Z., Wong, K.-C. & Tan, K. C., Aug 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 8, p. 10591-10605Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 27 - Online published
Global and Local Search Experience-Based Evolutionary Sequential Transfer Optimization
Cao, C., Zhang, K., Xue, X., Tan, K. C., Wang, J., Zhang, L. & Liu, P. & 1 others, , 20 Jun 2024, (Online published) In: IEEE Transactions on Evolutionary Computation. 15 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Attention-Like Multimodality Fusion With Data Augmentation for Diagnosis of Mental Disorders Using MRI
Liu, R., Huang, Z.-A., Hu, Y., Zhu, Z., Wong, K.-C. & Tan, K. C., Jun 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 6, p. 7627-7641Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 13 - Published
Multitask Learning for Joint Diagnosis of Multiple Mental Disorders in Resting-State fMRI
Huang, Z.-A., Liu, R., Zhu, Z. & Tan, K. C., Jun 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 6, p. 8161-8175Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 13 Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment
Lu, Z., Cheng, R., Jin, Y., Tan, K. C. & Deb, K., Apr 2024, In: IEEE Transactions on Evolutionary Computation. 28, 2, p. 323-337 15 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 49- Published
Asymmetric Source-Free Unsupervised Domain Adaptation for Medical Image Diagnosis
Zhang, Y., Huang, Z.-A., Wu, J. & Tan, K. C., 2024, Proceedings - 2024 IEEE Conference on Artificial Intelligence, CAI 2024. Los Alamitos, Calif.: Institute of Electrical and Electronics Engineers, Inc., p. 234-239 (Proceedings - IEEE Conference on Artificial Intelligence, CAI).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Heterogeneous Structured Federated Learning with Graph Convolutional Aggregation for MRI-Based Mental Disorder Diagnosis
Hu, Y., Liu, R., Zhang, J., Huang, Z.-A., Song, L. & Tan, K. C., 2024, IJCNN 2024 Conference Proceedings. Institute of Electrical and Electronics Engineers, Inc., (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- 2023
- Online published
A Multi-Form Evolutionary Search Paradigm for Bi-level Multi-Objective Optimization
Feng, Y., Feng, L., Kwong, S. & Tan, K. C., 15 Nov 2023, (Online published) In: IEEE Transactions on Evolutionary Computation.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 3 - Published
Source Free Semi-Supervised Transfer Learning for Diagnosis of Mental Disorders on fMRI Scans
Hu, Y., Huang, Z.-A., Liu, R., Xue, X., Sun, X., Song, L. & Tan, K. C., Nov 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 11, p. 13778-13795Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 12 - Published
Evolutionary Multitasking for Large-Scale Multiobjective Optimization
Liu, S., Lin, Q., Feng, L., Wong, K.-C. & Tan, K. C., Aug 2023, In: IEEE Transactions on Evolutionary Computation. 27, 4, p. 863-877Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 35 - Published
Communication Efficient Federated Learning With Heterogeneous Structured Client Models
Hu, Y., Sun, X., Tian, Y., Song, L. & Tan, K. C., Jun 2023, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 7, 3, p. 753-767 15 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 7 - Published
Evolutionary Large-Scale Multiobjective Optimization: Benchmarks and Algorithms
Liu, S., Lin, Q., Wong, K.-C., Li, Q. & Tan, K. C., Jun 2023, In: IEEE Transactions on Evolutionary Computation. 27, 3, p. 401-415 15 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 35 - Published
Federated Multi-Task Learning for Joint Diagnosis of Multiple Mental Disorders on MRI Scans
Huang, Z.-A., Hu, Y., Liu, R., Xue, X., Zhu, Z., Song, L. & Tan, K. C., Apr 2023, In: IEEE Transactions on Biomedical Engineering. 70, 4, p. 1137-1149 13 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 30 - Published
Learning to Accelerate Evolutionary Search for Large-Scale Multiobjective Optimization
Liu, S., Li, J., Lin, Q., Tian, Y. & Tan, K. C., Feb 2023, In: IEEE Transactions on Evolutionary Computation. 27, 1, p. 67-81Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 51 - Published
A Hybrid Search Method for Accelerating Convolutional Neural Architecture Search
Zhou, X., Liu, S., Wong, K.-C., Lin, Q. & Tan, K., 2023, ICMLC 2023 - Proceedings of the 2023 15th International Conference on Machine Learning and Computing. Association for Computing Machinery, p. 177-182 (ACM International Conference Proceeding Series).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 2 - 2022
- Published
A Variable Importance-Based Differential Evolution for Large-Scale Multiobjective Optimization
Liu, S., Lin, Q., Tian, Y. & Tan, K. C., Dec 2022, In: IEEE Transactions on Cybernetics. 52, 12, p. 13048-13062 15 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 39 - Published
Evolutionary Sequential Transfer Optimization for Objective-Heterogeneous Problems
Xue, X., Yang, C., Hu, Y., Zhang, K., Cheung, Y.-M., Song, L. & Tan, K. C., Dec 2022, In: IEEE Transactions on Evolutionary Computation. 26, 6, p. 1424-1438Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 19 - Published
A Comprehensive Competitive Swarm Optimizer for Large-Scale Multiobjective Optimization
Liu, S., Lin, Q., Li, Q. & Tan, K. C., Sept 2022, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 52, 9, p. 5829-5842Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 42
