Diff-GO: Diffusion Goal-Oriented Communications to Achieve Ultra-High Spectrum Efficiency. - Achintha Wijesinghe; Songyang Zhang; Suchinthaka Wanninayaka; Weiwei Wang; Zhi Ding 001 (CoRR, 2023)

Diff-GO: Diffusion Goal-Oriented Communications with Ultra-High Spectrum Efficiency. - Achintha Wijesinghe; Songyang Zhang; Suchinthaka Wanninayaka; Weiwei Wang; Zhi Ding 001 (ICC Workshops, 2024)

LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency. - Achintha Wijesinghe; Suchinthaka Wanninayaka; Weiwei Wang; Yu-Chieh Chao; Songyang Zhang; Zhi Ding 001 (CoRR, 2024)

Task-Driven Semantic Quantization and Imitation Learning for Goal-Oriented Communications. - Yu-Chieh Chao; Yubei Chen; Weiwei Wang; Achintha Wijesinghe; Suchinthaka Wanninayaka; Songyang Zhang; Zhi Ding 001 (CoRR, 2025)

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding. - Achintha Wijesinghe; Weiwei Wang; Suchinthaka Wanninayaka; Songyang Zhang; Zhi Ding 001 (CoRR, 2025)

Diff-GO+: An Efficient Diffusion Goal-Oriented Communication System With Local Feedback. - Achintha Wijesinghe; Songyang Zhang; Suchinthaka Wanninayaka; Weiwei Wang; Zhi Ding 001 (IEEE Trans. Wirel. Commun., 2025)