Yutaka Watanobe

Associate Professor, Computer Science and Engineering, University of Aizu

Joined

January 2025

Names

Yutaka Watanobe (Preferred)

Emails

****@u-aizu.ac.jp (Confirmed)

Personal Links

Homepage

DBLP

Semantic Scholar

Career & Education History

Associate Professor

Computer Science and Engineering, University of Aizu (u-aizu.ac.jp)

2008 – 2049

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

LLM-as-a-Judge for Human-AI Co-Creation: A Reliability-Aware Evaluation Framework for Coding
Md. Faizul Ibne Amin, Yutaka Watanobe, Muepu Mukendi Daniel, Haruto Suzuki, Kenta Nanaumi, Md. Mostafizer Rahman
- CoRR 2026
- Readers: Everyone
Error Understanding in Program Code With LLM-DL for Multi-label Classification
Md. Faizul Ibne Amin, Yutaka Watanobe, Md. Mostafizer Rahman, Muepu Mukendi Daniel, Md. Shahajada Mia
- CoRR 2026
- Readers: Everyone
CodeT5-RNN: Reinforcing Contextual Embeddings for Enhanced Code Comprehension
Md. Mostafizer Rahman, Ariful Islam Shiplu, Yutaka Watanobe, Md. Faizul Ibne Amin, Syed Rameez Naqvi, Fang Liu
- CoRR 2026
- Readers: Everyone
From Prediction to Prescription: A Causal-AI for Personalized Learning Path Optimization in MOOCs
Chukwuemeka Paul Isiwu, Chukwualuka Leonard Nnadi, Yutaka Watanobe
- IEEE Access 2026
- Readers: Everyone
Multi-Level Explainable AI for Predicting Student Depression Risk: Global, Subgroup, and Individual Insights
Chukwualuka Leonard Nnadi, Chukwuemeka Paul Isiwu, Dake Ding, Muepu Mukendi Daniel, Yutaka Watanobe
- IEEE Access 2026
- Readers: Everyone
RoBERTa-BiLSTM: A Context-Aware Hybrid Model for Sentiment Analysis
Md. Mostafizer Rahman, Ariful Islam Shiplu, Yutaka Watanobe, Md. Ashad Alam
- IEEE Trans. Emerg. Top. Comput. Intell. 2025
- Readers: Everyone
Large Language Models for Education and Research: An Empirical and User Survey-based Analysis
Md. Mostafizer Rahman, Ariful Islam Shiplu, Md. Faizul Ibne Amin, Yutaka Watanobe, Lu Peng
- CoRR 2025
- Readers: Everyone
Code Refactoring with LLM: A Comprehensive Evaluation With Few-Shot Settings
Md. Raihan Tapader, Md. Mostafizer Rahman, Ariful Islam Shiplu, Md. Faizul Ibne Amin, Yutaka Watanobe
- CoRR 2025
- Readers: Everyone
IntuitiveGraphLLM: Intuitive Graph-based Text Representation with Large Language Model
Md Mostafizer Rahman, Yutaka Watanobe, Syed Rameez Naqvi, Lu Peng
- Submitted to ICLR 2026
- Readers: Everyone
Coupling RNN with LLM: Does Their Integration Improve Highly Order-Sensitive Language Understanding?
Md Mostafizer Rahman, Ariful Islam Shiplu, Yutaka Watanobe, Syed Rameez Naqvi, Lu Peng
- Submitted to ICLR 2026
- Readers: Everyone

View all 184 publications

Co-Authors

Adib Mahamud Khan
Akibur Rahman Prodeep
Akira Sato
Aklima Akter Lima
Alexander Vazhenin
Aminu Musa
Ariful Islam Shiplu
Arindam Kishor Biswas
Ashfia Jannat Keya
Ashifur Rahman
Atsushi Shirafuji
Atsushi Takamiya
Ayato Ohashi
Banri Yasui
Bathala Venus Vikranth Raj
Bhaskar Chaudhury
Brendan Cowan
Cheng-Wei Wu
Chowdhury Md Intisar
Chukwualuka Leonard Nnadi
Chukwuemeka Paul Isiwu
Daishi Yoshino
Dake Ding
Deepika Saxena
Divij G. Singh

View all 173 co-authors