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Unbounded sign-rank of Exact 1-Hamming Distance (EHD_1)

Prove that the Exact 1-Hamming Distance communication problem EHD_1 has unbounded sign-rank.

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Background

The sign-rank of EHD_1 is a long-standing structural question. Establishing that EHD_1 has unbounded sign-rank would, together with preservation under constant-cost reductions (if true), yield stronger separations between EHD_1 and problems known to have bounded sign-rank, such as IIP_d for fixed d.

References

The second conjecture is that EHD_1 has unbounded sign-rank [HHPTZ22].

No Complete Problem for Constant-Cost Randomized Communication (2404.00812 - Fang et al., 31 Mar 2024) in Section 7 (Discussion and Open Problems)