About the Lab

First-Order Absorbing Markov Chain Analysis for Web Navigation and Conversion Rate Optimization

Shune Lae Aung, Gendo Kumoi

IEEE AccessDOI

Quantitative Analysis of Preference Interpretability Performance of Large Language Models Based on Rating Prediction Tasks[ja]

2026年電子情報通信学会総合大会

Verification of Decision-Making Diversity in High School Students through Personalized Career Suggestions[ja]

2026年電子情報通信学会総合大会

Effectiveness Evaluation of a Generative AI-Based Career Education Support System for High School Students

第48回情報理論とその応用シンポジウム（SITA2025）

Practical Evaluation of Structured Data Extraction from Document Images Using General-Purpose Vision-Language Models

第48回情報理論とその応用シンポジウム（SITA2025）

Performance Evaluation of Rating Prediction via Preference Explanations Using Large Language Models

第48回情報理論とその応用シンポジウム（SITA2025）

Dynamic Communication Structure Simulation Using Organizational Structure-Conditioned Graph VAE Based on Slack Chat Logs

第48回情報理論とその応用シンポジウム（SITA2025）

Quantification of Differences in Doctrinal Interpretations between Jodo-shu and Jodo Shinshu Using KL Divergence

第48回情報理論とその応用シンポジウム（SITA2025）

Verification of the Potential Utilization of Generative AI in Creating Modern Japanese Translations Reflecting the Philosophical Thought of Chinese Buddhist Scriptures[ja]

情報処理学会 第87回全国大会Link

Performance Evaluation of Structured Data Extraction from Document Images Based on Generative AI[ja]

情報処理学会 第87回全国大会

A Study on Quantitative Analysis Methods of Communication Using Slack Chat Logs[ja]

情報処理学会 第87回全国大会

Absorbing Markov Chain Evaluation of Website Structural Changes on Conversion Rates

Shune Lae Aung, Kumoi Gendo

2025 IEICE Shin-etsu Section Convention (IEEE Session, Co-organized with IEEE Shin-etsu Section)

Prompt Performance Evaluation for Tree Crown Detection Using Segment Anything Model 3[ja]

2026年電子情報通信学会総合大会

Verification of Weather Comment Generation from Weather Chart Images by ChatGPT[ja]

天気DOI

Synoptic Pattern Classification via Integrated Structural Similarity Metrics in SOM

第48回情報理論とその応用シンポジウム（SITA2025）

Verification of an Automated Front Description System Using Swin-Unet[ja]

日本気象学会2025年度春季大会

Clustering of Atmospheric Pressure Patterns Using Self-Organizing Maps and Analysis with 1 km Mesh Weather Data[ja]

情報処理学会 第87回全国大会

Verification of Weather Comment Generation Based on Meteorological Numerical Data[ja]

気象学会2024年度秋季大会

Recognition Performance Validation of Weather Map Images by ChatGPT

Takumi Takasuka, Yuki H. Takano, Shotaro Watanabe, Gendo Kumoi

Procedia Computer ScienceDOI

Analysis of Prompt Design Strategies for Software Development Using Cognitive Load Measurement[ja]

情報処理学会第88回全国大会

Integrated Analysis of Cognitive Load in Programming Using Generative AI[ja]

情報処理学会 第87回全国大会

Analysis of LLM Utilization Strategies Based on Cognitive Load During Programming

Wataru Kobayashi, Kouki Shiono, Naoki Baba, Kyohei Shibata, Naoto Tani, Takumi Takasuka, Keitaro Nakasai, Gendo Kumoi, Katsuko T. Nakahira

10th The International Conference on the "Science of Technology Innovation" 2025 (10th STI-Gigaku 2025)

Towards Measuring Cognitive Load during Software Engineering Tasks Using Nasal Skin Temperature: Development of a Detection System

Naoto Tani, Fukutaro Mori, Taichi Nakamura, Yusaku Kii, Takumi Takasuka, Shunsuke Moriya, Keitaro Nakasai, Yoshio Otake, Gendo Kumoi, Katsuko T. Nakahira

The First International Workshop on Intertwining Research & Education on Software (WIREDS 2024)

Measuring the cognitive load of programming using generative AI

Fukutaro Mori, Taichi Nakamura, Yusaku Kii, Naoto Tani, Takumi Takasuka, Shunsuke Moriya, Keitaro Nakasai, Gendo Kumoi, Katsuko T. Nakahira

9th The International Conference on the "Science of Technology Innovation" 2024 (9th STI-Gigaku 2024), STI-9-41Link

A Theoretical Analysis of Bayes-Optimal Calibration under the Logit-Noise Model

Noriaki Abe, Gendo Kumoi

Transactions on Machine Learning Research

A Study on Predictive-Distribution Mismatch across Devices in Lossless Compression with a Shared Language Model

Yosuke Iida, Gendo Kumoi

第49回情報理論とその応用シンポジウム（SITA2026）

Conditional Generation of Organizational Communication Structures under Fixed Membership and the Reachable Range of Structural Manipulation

Koki Wakatsuki, Gendo Kumoi

第49回情報理論とその応用シンポジウム（SITA2026）

Detecting Logical-Structure Defects by an AI Agent through Setting and Applying an Evaluation Criterion

Haruto Kamijo, Gendo Kumoi

第49回情報理論とその応用シンポジウム（SITA2026）

Identifiability of Identifiable VAEs under Noisy Auxiliary Variables

Takumi Takasuka, Gendo Kumoi

第49回情報理論とその応用シンポジウム（SITA2026）

Interpretation and Identification Limit of the Calibration Temperature under the Logit-Noise Model

Noriaki Abe, Gendo Kumoi

第49回情報理論とその応用シンポジウム（SITA2026）

A Controlled Study of Format-Dependent Factors in the Probabilities Extracted from LLM-as-a-Judge

Shuto Ogino, Gendo Kumoi

第49回情報理論とその応用シンポジウム（SITA2026）

Formalizing the Evaluation Criterion for Misreading Detection in Speech Synthesis

Eita Matsuura, Gendo Kumoi

第49回情報理論とその応用シンポジウム（SITA2026）

A Theoretical Characterization and Experimental Evaluation of Acceptance-Rate Determinants in Speculative Decoding

Keisuke Asami, Atipat Chungkajonkiat, Eita Matsuura, Gendo Kumoi

第49回情報理論とその応用シンポジウム（SITA2026）

A Study on Deep Learning Classification Models through Orthogonal Factor Embedding[ja]

2026年電子情報通信学会総合大会

Verification of a Recommendation System with Dynamic Adjustment of Accuracy and Fairness[ja]

2026年電子情報通信学会総合大会

A Study on Theoretical Evaluation of Probability Prediction Calibration Error Using Logit Noise Model

第48回情報理論とその応用シンポジウム（SITA2025）

Verification of Expected Calibration Error Using Artificial and Real Data[ja]

情報処理学会 第87回全国大会Link