Gouki Minegishi

According to our database, Gouki Minegishi authored at least 11 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Interpreting Multi-Attribute Confounding through Numerical Attributes in Large Language Models.

Hirohane Takagi, Gouki Minegishi, Shota Kizawa, Issey Sukeda, Hitomi Yanaka

CoRR, November, 2025

RL Squeezes, SFT Expands: A Comparative Study of Reasoning LLMs.

Kohsei Matsutani, Shota Takashiro, Gouki Minegishi, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo

CoRR, September, 2025

Mechanism of Task-oriented Information Removal in In-context Learning.

Hakaze Cho, Haolin Yang, Gouki Minegishi, Naoya Inoue

CoRR, September, 2025

Topology of Reasoning: Understanding Large Reasoning Models through Reasoning Graph Properties.

Gouki Minegishi, Hiroki Furuta, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo

CoRR, June, 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

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Rethinking Evaluation of Sparse Autoencoders through the Representation of Polysemous Words.

Gouki Minegishi, Hiroki Furuta, Yusuke Iwasawa, Yutaka Matsuo

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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

Interpreting Grokked Transformers in Complex Modular Arithmetic.

Hiroki Furuta, Gouki Minegishi, Yusuke Iwasawa, Yutaka Matsuo

CoRR, 2024

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, Yusuke Iwasawa, Yutaka Matsuo

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Grokking Tickets: Lottery Tickets Accelerate Grokking.

Gouki Minegishi, Yusuke Iwasawa, Yutaka Matsuo

CoRR, 2023