Integrated sensing, communication, and computation (ISCC) systems in space-air-ground integrated networks (SAGINs) offer a promising foundation for next-generation intelligent infrastructure. However, their highly dynamic links, heterogeneous computing resources, and stringent real-time requirements pose critical chall...
Bo Yin, Dong-Bo Li, Hong-Kai Chen et al.· IEEE Transactions on Mobile...· 0 citations
Text from multiple sources can become interleaved into a single sequence when attribution metadata is lost, such as overlapping speech transcripts, document reading flows, or concurrent agent streams. We formalize this challenge as Word-Level Text Unmixing: given an interleaved lexical stream and source count K, recove...
Jin-Ling He, Si-Yang Jiang, Li-Xing He et al.· 0 citations
DeepFeature introduces a multi-source feature generation mechanism that integrates the inherent ability of LLMs, expert knowledge and inter-feature interactions, and employs an iterative feature refinement process that uses feature assessment-based feedback for feature re-selection.
Kai-Wei Liu, Yu-Ting He, Bu-Fang Yang et al.· Proceedings of the ACM on In...· 1 citation
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