Maged Elkashlan
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126
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Signal Processing×1
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2026
ConsisFormer: Compute-Efficient Transformer for Wireless Foundation Models Based on Channel Consistency
This paper proposes ConsisFormer, a compute-efficient Transformer design for wireless foundation models (WFMs) using short-term channel consistency and adaptive token aggregation.
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eess.SPEmpiricalRecentJun 18, 2026
ConsisFormer: Compute-Efficient Transformer for Wireless Foundation Models Based on Channel Consistency
Yuwei Wang, Li Sun, Tingting Yang, Liwen Jing +3 more
This paper proposes ConsisFormer, a compute-efficient Transformer design for wireless foundation models (WFMs) using short-term channel consistency and adaptive token aggregation.
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