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Suchinthaka Wanninayaka

5 papers hereh-index 325 citations7 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.AI1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedDiff-GOn: Enhancing Diffusion Models for Goal-Oriented Communications

1 citations · 2 across the 5 of their papers we have counts for

collaborators
Showing cs.LGShow all

3 papers · 1 filter

cs.LG2025

Task-Driven Semantic Quantization and Imitation Learning for Goal-Oriented Communications

Yu-Chieh Chao, Yubei Chen, Weiwei Wang +4

Semantic communication marks a new paradigm shift from bit-wise data transmission to semantic information delivery for the purpose of bandwidth reduction. To more effectively carry…

cs.LG2024

LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency

Achintha Wijesinghe, Suchinthaka Wanninayaka, Weiwei Wang +3

The recent rise of semantic-style communications includes the development of goal-oriented communications (GOCOMs) remarkably efficient multimedia information transmissions. The co…

cs.LG2023★ 1 cited

Diff-GO: Diffusion Goal-Oriented Communications to Achieve Ultra-High Spectrum Efficiency

Achintha Wijesinghe, Songyang Zhang, Suchinthaka Wanninayaka +2

The latest advances in artificial intelligence (AI) present many unprecedented opportunities to achieve much improved bandwidth saving in communications. Unlike conventional commun…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.