Excited to share our latest research published in Signal Processing, introducing the Joint Time-Vertex Fractional Fourier Transform (JFRT), a novel framework that extends traditional joint time-vertex analysis into the fractional domain. By integrating fractional orders in both time and graph domains, JFRT not only generalizes existing Fourier-based methods but also delivers enhanced performance in tasks […]
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Oktay Algin and his colleagues conducted two studies published in two international scientific journals. The names of these studies are ‘Evaluation of the Glymphatic System in Rabbits Using Gadobutrol-Enhanced MR Cisternography With T1 and T2 Mapping’ and ‘Thalamo-insular cortex connections in the rat and human’. The related articles can be accessed at the following links: https://pubmed.ncbi.nlm.nih.gov/39746567/ https://pubmed.ncbi.nlm.nih.gov/39746567/
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Happy to share the first semantic communication framework on insertion-deletion-substitution (IDS) channels as published in our latest paper titled “Semantic Communication over Channels with Insertions, Deletions, and Substitutions” published in IEEE Communications Letters! A significant class of binary input channels are prone to synchronization errors, which are modeled as IDS channels. IDS channels occur in […]
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Happy to share our latest paper titled “Sememe Based Semantic Communications” published in IEEE Communications Letters! We introduced a concept in linguistics called sememes to the domain of semantic communications. Sememes are the smallest and indivisible semantic units of word meaning. A predefined set of sememes is theoretically considered “the periodic table” of meaning in […]
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We are happy to announce that we demonstrated our latest work titled “VISPool: Enhancing Transformer Encoders with Vector Visibility Graph Neural Networks” at ACL 2024, Bangkok/Thailand! In our #ACL2024 paper, we explore the powerful combination of transformers and graph neural networks (GNNs) to push the boundaries of natural language processing (NLP). While transformers have […]
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