Minegishi, Gouki

1. Rethinking Evaluation of Sparse Autoencoders through the Representation of Polysemous Words
   2025/01/09 by Minegishi, Gouki, Furuta, Hiroki, Iwasawa, Yusuke +1 · 6 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Topology of Reasoning: Understanding Large Reasoning Models through Reasoning Graph Properties
   2025/06/06 by Gouki Minegishi, Minegishi, Gouki, Hiroki Furuta +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. Towards Empirical Interpretation of Internal Circuits and Properties in Grokked Transformers on Modular Polynomials
   2024/02/26 by Furuta, Hiroki, Minegishi, Gouki, Iwasawa, Yusuke +1 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence
   2025/05/22 by Gouki Minegishi, Minegishi, Gouki, Hiroki Furuta +7 · 4 citations
   Computer Science · Materials Science · #Topic Modeling #Machine Learning in Materials Science #Domain Adaptation and Few-Shot Learning
5. ADOPT: Modified Adam Can Converge with Any β₂ with the Optimal Rate
   2024/11/05 by Taniguchi, Shohei, Harada, Keno, Minegishi, Gouki +7 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. 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
7. RL Squeezes, SFT Expands: A Comparative Study of Reasoning LLMs
   2025/09/25 by Kohsei Matsutani, Matsutani, Kohsei, Shota Takashiro +9 · 6 citations
   Business, Management and Accounting · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Law, logistics, and international trade