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eess.SP2026
Unrolling Lanczos for Ideal Low-pass Graph Filter Approximation
Parham Eftekhar, Gene Cheung, Mingxiao Liu +3
Low-pass (LP) filtering is a fundamental operation in graph signal processing (GSP). Among finite-order nodal-domain methods, Lanczos-based filtering provides more accurate approxi…
cs.LG2026
HypergraphFormer: Learning Hypergraphs from LLMs for Editable Floor Plan Generation
Nikita Klimenko, Hesam Salehipour, Parham Eftekhar +2
In this work, we propose HypergraphFormer, a novel and efficient approach to floor plan generation based on learning hypergraph representations with a large language model (LLM). T…