Md. Faizul Ibne Amin

According to our database, Md. Faizul Ibne Amin authored at least 23 papers between 2020 and 2026.

Collaborative distances:

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

2026

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, April, 2026

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, March, 2026

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, March, 2026

The Code Council: Orchestrating Heterogeneous Large Language Models for Robust Programming Scaffolding.

Muepu Mukendi Daniel, Yutaka Watanobe, Md. Faizul Ibne Amin, Md. Shahajada Mia

IEEE Access, 2026

2025

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, December, 2025

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, November, 2025

Attention-Driven Clustering of Programming Problem Difficulty Using Statistical and Machine Learning Techniques.

Md. Shahajada Mia, Yutaka Watanobe, Md. Mostafizer Rahman, Md. Faizul Ibne Amin, Muepu Mukendi Daniel

IEEE Access, 2025

A Comprehensive Content-Based Recommendation System for Programming Problems Through Multi-Faceted Code Analysis.

Muepu Mukendi Daniel, Yutaka Watanobe, Md. Faizul Ibne Amin

IEEE Access, 2025

Source Code Error Understanding Using BERT for Multi-Label Classification.

Md. Faizul Ibne Amin, Yutaka Watanobe, Md. Mostafizer Rahman, Atsushi Shirafuji

IEEE Access, 2025

Predictive Modeling of Submissions and Learning Outcomes in Online Judge Systems.

Md. Shahajada Mia, Yutaka Watanobe, Md. Mostafizer Rahman, Md. Faizul Ibne Amin, Muepu Mukendi Daniel

Proceedings of the 18th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2025

Comparative Evaluation of ChatGPT, Gemini, and DeepSeek in Educational Problem Solving.

Muepu Mukendi Daniel, Yutaka Watanobe, Md. Faizul Ibne Amin, Md. Shahajada Mia

Proceedings of the 18th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2025

Interpretable Machine Learning for Predicting and Explaining Code Submission Outcomes in an Online Judge System.

Chukwualuka Leonard Nnadi, Dake Ding, Muepu Mukendi Daniel, Md. Faizul Ibne Amin, Raihan Kabir

Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2025

2024

Multi-Label Code Error Classification Using CodeT5 and ML-KNN.

Md. Faizul Ibne Amin, Atsushi Shirafuji, Md. Mostafizer Rahman, Yutaka Watanobe

IEEE Access, 2024

Exploring Interference in Knowledge Transfer During the Acquisition of a New Programming Language by Novice Programmers.

Muepu Mukendi Daniel, Yutaka Watanobe, Md. Faizul Ibne Amin

Proceedings of the 17th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2024

2023

Identifying algorithm in program code based on structural features using CNN classification model.

Yutaka Watanobe, Md. Mostafizer Rahman, Md. Faizul Ibne Amin, Raihan Kabir

Appl. Intell., May, 2023

Rule-Based Error Classification for Analyzing Differences in Frequent Errors.

Atsushi Shirafuji, Taku Matsumoto, Md. Faizul Ibne Amin, Yutaka Watanobe

Proceedings of the IEEE International Conference on Teaching, 2023

Program Repair with Minimal Edits Using CodeT5.

Atsushi Shirafuji, Md. Mostafizer Rahman, Md. Faizul Ibne Amin, Yutaka Watanobe

Proceedings of the 12th International Conference on Awareness Science and Technology, 2023

Analysis of the Programming Languages Preferred by Novice Programmers for Solving Programming Problem.

Md. Faizul Ibne Amin, Md. Mostafizer Rahman, Atsushi Shirafuji, Yutaka Watanobe

Proceedings of the 4th Asia Service Sciences and Software Engineering Conference, 2023

2022

An Integer Wavelet Transform Based Lossless Image Compression Technique Using Arithmetic Coding.

Md. Atiqur Rahman, Mohamed Hamada, Mohammad Ameer Ali, Md. Faizul Ibne Amin

Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2022

A Lightweight CNN-Based Pothole Detection Model for Embedded Systems Using Knowledge Distillation.

Aminu Musa, Mohammed Hassan, Mohamed Hamada, Habeebah Adamu Kakudi, Md. Faizul Ibne Amin, Yutaka Watanobe

Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2022

Watchtower Selection in Off-Blockchain PCN Using Peterson Leader-Election Algorithm.

Md. Faizul Ibne Amin, Yutaka Watanobe, Md. Mostafizer Rahman, Raihan Kabir

Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2022

Impact of Programming Language Skills in Programming Learning.

Md. Faizul Ibne Amin, Md. Mostafizer Rahman, Yutaka Watanobe, Muepu Mukendi Daniel

Proceedings of the 15th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2022

2020

Edge Detection Technique by Histogram Processing with Canny Edge Detector.

Md. Atiqur Rahman, Md. Faizul Ibne Amin, Mohamed Hamada

Proceedings of the 3rd IEEE International Conference on Knowledge Innovation and Invention, 2020