Grokking Tickets: Lottery Tickets Accelerate Grokking. - Gouki Minegishi; Yusuke Iwasawa; Yutaka Matsuo (CoRR, 2023)

ADOPT: Modified Adam Can Converge with Any β2 with the Optimal Rate. - Shohei Taniguchi; Keno Harada; Gouki Minegishi; Yuta Oshima; Seong Cheol Jeong; Go Nagahara; Tomoshi Iiyama; Masahiro Suzuki 001; Yusuke Iwasawa; Yutaka Matsuo (NeurIPS, 2024)

Interpreting Grokked Transformers in Complex Modular Arithmetic. - Hiroki Furuta; Gouki Minegishi; Yusuke Iwasawa; Yutaka Matsuo (CoRR, 2024)

Towards Empirical Interpretation of Internal Circuits and Properties in Grokked Transformers on Modular Polynomials. - Hiroki Furuta; Gouki Minegishi; Yusuke Iwasawa; Yutaka Matsuo (Trans. Mach. Learn. Res., 2024)

Rethinking Evaluation of Sparse Autoencoders through the Representation of Polysemous Words. - Gouki Minegishi; Hiroki Furuta; Yusuke Iwasawa; Yutaka Matsuo (ICLR, 2025)

Bridging Lottery Ticket and Grokking: Understanding Grokking from Inner Structure of Networks. - Gouki Minegishi; Yusuke Iwasawa; Yutaka Matsuo (Trans. Mach. Learn. Res., 2025)

Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence. - Gouki Minegishi; Hiroki Furuta; Shohei Taniguchi; Yusuke Iwasawa; Yutaka Matsuo (CoRR, 2025)

Topology of Reasoning: Understanding Large Reasoning Models through Reasoning Graph Properties. - Gouki Minegishi; Hiroki Furuta; Takeshi Kojima; Yusuke Iwasawa; Yutaka Matsuo (CoRR, 2025)