Igarashi, Ryo

8 publications

ICLR 2025 Rethinking the Role of Frames for SE(3)-Invariant Crystal Structure Modeling Yusei Ito, Tatsunori Taniai, Ryo Igarashi, Yoshitaka Ushiku, Kanta Ono

ICLRW 2025 Transformer as a Neural Knowledge Graph Yuki Nishihori, Yusei Ito, Yuta Suzuki, Ryo Igarashi, Yoshitaka Ushiku, Kanta Ono

NeurIPSW 2024 Contrastive Language–Structure Pre-Training Driven by Materials Science Literature Yuta Suzuki, Tatsunori Taniai, Ryo Igarashi, Kotaro Saito, Naoya Chiba, Yoshitaka Ushiku, Kanta Ono

ICLR 2024 Crystalformer: Infinitely Connected Attention for Periodic Structure Encoding Tatsunori Taniai, Ryo Igarashi, Yuta Suzuki, Naoya Chiba, Kotaro Saito, Yoshitaka Ushiku, Kanta Ono

DMLR 2024 Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery Yoshitomo Matsubara, Naoya Chiba, Ryo Igarashi, Yoshitaka Ushiku

NeurIPSW 2023 A Transformer Model for Symbolic Regression Towards Scientific Discovery Florian Lalande, Yoshitomo Matsubara, Naoya Chiba, Tatsunori Taniai, Ryo Igarashi, Yoshitaka Ushiku

NeurIPSW 2022 Neural Structure Fields with Application to Crystal Structure Autoencoders Naoya Chiba, Yuta Suzuki, Tatsunori Taniai, Ryo Igarashi, Yoshitaka Ushiku, Kotaro Saito, Kanta Ono

NeurIPSW 2022 SRSD: Rethinking Datasets of Symbolic Regression for Scientific Discovery Yoshitomo Matsubara, Naoya Chiba, Ryo Igarashi, Yoshitaka Ushiku