MHG-GNN: Combination of Molecular Hypergraph Grammar with Graph Neural Network. - Akihiro Kishimoto; Hiroshi Kajino; Masataka Hirose; Junta Fuchiwaki; Indra Priyadarsini; Lisa Hamada; Hajime Shinohara; Daiju Nakano; Seiji Takeda (CoRR, 2023)

Improving Performance Prediction of Electrolyte Formulations with Transformer-based Molecular Representation Model. - Indra Priyadarsini; Vidushi Sharma; Seiji Takeda; Akihiro Kishimoto; Lisa Hamada; Hajime Shinohara (CoRR, 2024)

SELF-BART : A Transformer-based Molecular Representation Model using SELFIES. - Indra Priyadarsini; Seiji Takeda; Lisa Hamada; Emilio Vital Brazil; Eduardo E. M. Soares; Hajime Shinohara (CoRR, 2024)

LLM-Fusion: A Novel Multimodal Fusion Model for Accelerated Material Discovery. - Onur Boyar; Indra Priyadarsini; Seiji Takeda; Lisa Hamada (CoRR, 2025)