Minh Triet Pham

School of Mathematics, Statistics, The University of Melbourne

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Architecture Design (Transformers, SSMs, MoE) (1)Natural Language Processing (1)

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Ian Gallagher (1)

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May 21, 2026

School of MathematicsMay 21, 2026·also Melbourne, Statistics

Departure from Regularity: Degree Heterogeneity and Eigengap as the Structural Drivers of ASE-LSE Latent Subspace Disagreement

ASE and LSE, two popular graph embedding methods, fundamentally disagree unless your graph is boringly regular, and this paper precisely quantifies how much the degree variance will mess things up.

Minh Triet Pham, Ian Gallagher

Architecture Design (Transformers, SSMs, MoE)Natural Language Processing

Minh Triet Pham

Research focus

Frequent co-authors

Papers (1)

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Minh Triet Pham

Research focus

Frequent co-authors

Papers (1)