Achintha Wijesinghe

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Supervised Learning Algorithms

Top Venues

IEEE Internet Things J.

Publications

Achintha Wijesinghe, Songyang Zhang, Siyu Qi, Zhi Ding
UFed-GAN: Secure Federated Learning over Wireless Sensor Networks with Unlabeled Data. ICC Workshops (2024)
Achintha Wijesinghe, Songyang Zhang, Suchinthaka Wanninayaka, Weiwei Wang, Zhi Ding
Diff-GO: Diffusion Goal-Oriented Communications with Ultra-High Spectrum Efficiency. ICC Workshops (2024)
Achintha Wijesinghe, Songyang Zhang, Zhi Ding
PS-FedGAN: An Efficient Federated Learning Framework With Strong Data Privacy. IEEE Internet Things J. 11 (16) (2024)
Siyu Qi, Achintha Wijesinghe, Lahiru D. Chamain, Zhi Ding
A Principled Hierarchical Deep Learning Approach to Joint Image Compression and Classification. CoRR (2023)
Achintha Wijesinghe, Songyang Zhang, Siyu Qi, Zhi Ding
UFed-GAN: A Secure Federated Learning Framework with Constrained Computation and Unlabeled Data. CoRR (2023)
Songyang Zhang, Achintha Wijesinghe, Zhi Ding
RME-GAN: A Learning Framework for Radio Map Estimation Based on Conditional Generative Adversarial Network. IEEE Internet Things J. 10 (20) (2023)
Achintha Wijesinghe, Songyang Zhang, Zhi Ding
PFL-GAN: When Client Heterogeneity Meets Generative Models in Personalized Federated Learning. CoRR (2023)
Achintha Wijesinghe, Songyang Zhang, Zhi Ding
PS-FedGAN: An Efficient Federated Learning Framework Based on Partially Shared Generative Adversarial Networks For Data Privacy. CoRR (2023)
Achintha Wijesinghe, Songyang Zhang, Suchinthaka Wanninayaka, Weiwei Wang, Zhi Ding
Diff-GO: Diffusion Goal-Oriented Communications to Achieve Ultra-High Spectrum Efficiency. CoRR (2023)
Chamara Kattadige, Kwon Nung Choi, Achintha Wijesinghe, Arpit Nama, Kanchana Thilakarathna, Suranga Seneviratne, Guillaume Jourjon
SETA++: Real-Time Scalable Encrypted Traffic Analytics in Multi-Gbps Networks. IEEE Trans. Netw. Serv. Manag. 18 (3) (2021)
Kwon Nung Choi, Achintha Wijesinghe, Chamara Manoj Madarasingha Kattadige, Kanchana Thilakarathna, Suranga Seneviratne, Guillaume Jourjon
SETA: Scalable Encrypted Traffic Analytics in Multi-Gbps Networks. LCN (2020)
Naveen Karunanayake, Achintha Wijesinghe, Chameera Wijethunga, Chinthani Kumaradasa, Peshala Jayasekara, Ranga Rodrigo
Towards a Smart Opponent for Board Games: Learning beyond Simulations. SMC (2020)