Gouki Minegishi

1. ADOPT: Modified Adam Can Converge with Any β₂ with the Optimal Rate
   2024/11/05 by Shohei Taniguchi, Taniguchi, Shohei, Keno Harada +17 · 3 voices · 2 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
2. Topology of Reasoning: Understanding Large Reasoning Models through Reasoning Graph Properties
   2025/06/06 by Gouki Minegishi, Hiroki Furuta, Minegishi, Gouki +7 · 11 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Semantic Web and Ontologies
3. Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence
   2025/05/22 by Gouki Minegishi, Hiroki Furuta, Minegishi, Gouki +7 · 4 citations
   Computer Science · Materials Science · #Topic Modeling #Machine Learning in Materials Science #Domain Adaptation and Few-Shot Learning
4. Bridging Lottery Ticket and Grokking: Understanding Grokking from Inner Structure of Networks
   2023/10/30 by Gouki Minegishi, Yusuke Iwasawa, Minegishi, Gouki +3 · 1 citation
   Computer Science · Neuroscience · #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications
5. RL Squeezes, SFT Expands: A Comparative Study of Reasoning LLMs
   2025/09/25 by Kohsei Matsutani, Shota Takashiro, Matsutani, Kohsei +9 · 6 citations
   Business, Management and Accounting · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Law, logistics, and international trade
6. Visual Access Boundaries in Vision-Language Model Reasoning
   2026/07/14 by Hiroto Osaka, Shohei Taniguchi, Gouki Minegishi +3
   #cs.AI