2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.LG2026
When Graph Language Models Go Beyond Memorization
Masatsugu Yamada, Mahito Sugiyama
It remains unclear whether graph language models learn structural regularities or merely memorize training graphs; this cannot be resolved by current aggregate fidelity metrics alo…
q-bio.BM2023
Molecular Graph Generation by Decomposition and Reassembling
Masatsugu Yamada, Mahito Sugiyama
Designing molecular structures with desired chemical properties is an essential task in drug discovery and material design. However, finding molecules with the optimized desired pr…
cond-mat.mtrl-sci2021★ 2 cited
Graph theory-based structural analysis on density anomaly of silica glass
Aik Rui Tan, Shingo Urata, Masatsugu Yamada +1
Analyzing the atomic structure of glassy materials is a tremendous challenge both experimentally and computationally, and the lack of direct, detailed insights into glass structure…