| Rme-gan: A learning framework for radio map estimation based on conditional generative adversarial network S Zhang, A Wijesinghe, Z Ding IEEE Internet of Things Journal 10 (20), 18016-18027, 2023 | 47 | 2023 |
| Seta++: Real-time scalable encrypted traffic analytics in multi-gbps networks C Kattadige, KN Choi, A Wijesinghe, A Nama, K Thilakarathna, ... IEEE Transactions on Network and Service Management 18 (3), 3244-3259, 2021 | 16 | 2021 |
| SETA: Scalable encrypted traffic analytics in multi-Gbps networks KN Choi, A Wijesinghe, CMM Kattadige, K Thilakarathna, S Seneviratne, ... 2020 IEEE 45th Conference on Local Computer Networks (LCN), 389-392, 2020 | 13 | 2020 |
| PS-FedGAN: An Efficient Federated Learning Framework with Strong Data Privacy A Wijesinghe, S Zhang, Z Ding IEEE Internet of Things Journal, 2024 | 12* | 2024 |
| Diff-GO: Diffusion Goal-Oriented Communications with Ultra-High Spectrum Efficiency A Wijesinghe, S Zhang, S Wanninayaka, W Wang, Z Ding 2024 IEEE International Conference on Communications Workshops (ICC …, 2024 | 8* | 2024 |
| UFed-GAN: Secure Federated Learning over Wireless Sensor Networks with Unlabeled Data A Wijesinghe, S Zhang, S Qi, Z Ding 2024 IEEE International Conference on Communications Workshops (ICC …, 2024 | 4* | 2024 |
| TiRE-GAN: Task-Incentivized Generative Learning Models for Radiomap Estimation with Radio Propagation Model Y Zhou, A Wijesinghe, S Zhang, Z Ding arXiv preprint arXiv:2405.02567, 2024 | 2 | 2024 |
| PFL-GAN: When Client Heterogeneity Meets Generative Models in Personalized Federated Learning A Wijesinghe, S Zhang, Z Ding arXiv preprint arXiv:2308.12454, 2023 | 2 | 2023 |
| Diff-GO+: An Efficient Diffusion Goal-Oriented Communication System with Local Feedback A Wijesinghe, S Zhang, S Wanninayaka, W Wang, Z Ding ESS Open Archive eprints 670, 67092402, 2024 | 1 | 2024 |
| Towards a Smart Opponent for Board Games: Learning beyond Simulations N Karunanayake, A Wijesinghe, C Wijethunga, C Kumaradasa, ... 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2020 | 1 | 2020 |
| Efficient Transmission of Radiomaps via Physics-Enhanced Semantic Communications Y Zhou, A Wijesinghe, Y Wang, S Zhang, Z Cai arXiv preprint arXiv:2501.10654, 2025 | | 2025 |
| LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency A Wijesinghe, S Wanninayaka, W Wang, YC Chao, S Zhang, Z Ding arXiv preprint arXiv:2412.17839, 2024 | | 2024 |
| Diff-GO: Enhancing Diffusion Models for Goal-Oriented Communications S Wanninayaka, A Wijesinghe, W Wang, YC Chao, S Zhang, Z Ding arXiv preprint arXiv:2412.06980, 2024 | | 2024 |
| A Principled Hierarchical Deep Learning Approach to Joint Image Compression and Classification S Qi, A Wijesinghe, LD Chamain, Z Ding arXiv preprint arXiv:2310.19675, 2023 | | 2023 |
Zhi DingDistinguished Professor of Electrical and Computer Engineering, University of California DavisVerified email at ucdavis.edu
