Minegishi, Gouki

7 publications

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

TMLR 2025 Bridging Lottery Ticket and Grokking: Understanding Grokking from Inner Structure of Networks Gouki Minegishi, Yusuke Iwasawa, Yutaka Matsuo

ICLRW 2025 In-Context Meta Learning Induces Multi-Phase Circuit Emergence Gouki Minegishi, Hiroki Furuta, Shohei Taniguchi, Yusuke Iwasawa, Yutaka Matsuo

ICLR 2025 Rethinking Evaluation of Sparse Autoencoders Through the Representation of Polysemous Words Gouki Minegishi, Hiroki Furuta, Yusuke Iwasawa, Yutaka Matsuo

NeurIPS 2025 Topology of Reasoning: Understanding Large Reasoning Models Through Reasoning Graph Properties Gouki Minegishi, Hiroki Furuta, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo

NeurIPS 2024 ADOPT: Modified Adam Can Converge with Any $\beta_2$ with the Optimal Rate Shohei Taniguchi, Keno Harada, Gouki Minegishi, Yuta Oshima, Seong Cheol Jeong, Go Nagahara, Tomoshi Iiyama, Masahiro Suzuki, Yusuke Iwasawa, Yutaka Matsuo

TMLR 2024 Towards Empirical Interpretation of Internal Circuits and Properties in Grokked Transformers on Modular Polynomials Hiroki Furuta, Gouki Minegishi, Yusuke Iwasawa, Yutaka Matsuo