Junaed Younus Khan
💼 Lecturer, Dept. of CSE, BUET 🎓 MSc in Software Engineering, UCalgary ✉️ junaed292 AT gmail DOT com📰 News and Highlights
- Dec 15, 2023: Got a paper accepted at ICSE 2024.
- Nov 18, 2023: Joined BUET as an Adjunct Lecturer.
- Aug 20, 2023: Reached 300+ citations on google scholar.
- July 5, 2023: Defended Master's Thesis on "Towards Usable API Documentation" at UCalgary. Nominated for Best Thesis Award.
- May 10, 2023: Got Research Productivity Award from UCalgary.
- Mar 22, 2023: Attended SANER 2023 conference for presentation.
- Dec 17, 2022: Got a paper accepted at SANER 2023.
- Nov 11, 2022: Reached 200+ citations on google scholar.
- Oct 11, 2022: Attended ASE 2023 conference for presentation.
- July 7, 2022: Got a paper accepted at ASE 2023.
- Mar 17, 2022: Got Research Productivity Award from UCalgary.
- Dec 17, 2021: Got two papers accepted at SANER 2022.
- Nov 27, 2021: Got Alberta Innovates Awards for research contribution.
- June 24, 2021: Got Alberta Graduate Excellence Award for academic and research excellence.
- May 1, 2021: Started MSc at UCalgary with full-funding scholarship.
- Mar 16, 2021: Got a journal paper accepted at Machine Learning With Applications (MLWA).
- Dec 22, 2021: Got a research paper accepted SANER 2021.
- Oct 23, 2021: Got a journal paper accepted at MDPI Diagnostics.
- Sep 7, 2021: Got a journal paper accepted at JMIR Medical Informatics.
- Sep 5, 2021: Got a journal paper accepted at IEEE Access.
- July 1, 2019: Joined AUST as a faculty member (Lecturer).
- May 1, 2019: Joined REVE Systems as a software engineer.
- Apr 28, 2019: Defended undergrad thesis on automatic fake news detection.
About Me
“Keep on learning, and soon you'll learn something that no one's ever learned.” -Richard Feynman
I always enjoy learning. To me, learning is growing and it has no limit of age, gender, place, or time. In terms of academic education, I received my M.Sc. in Software Engineering from the University of Calgary and my B.Sc. in CSE from Bangladesh University of Engineering and Technology (BUET).
I love teaching and research.
I am working as a lecturer in the Department of CSE at Bangladesh University of Engineering and Technology (BUET). Previously, I served as a lecturer at Ahsanullah University of Science and Technology. I have also worked as a graduate research & teaching assistant at the University of Calgary during my master's.
I believe in AI for a better world.
My research interests are Machine Learning (ML), Natural Language Processing (NLP), and Software Engineering (SE). Currently, I am working on the application of ML and NLP-based techniques to improve software development and maintenance processes. I have also worked in computational bio and the social sciences.
Broadly, I am interested in designing and employing ML and NLP techniques to make people's life a little easier on this earth and beyond.
Education
M.Sc., Department of ESE, University of Calgary, 2021-2023
B.Sc., Department of CSE, BUET, 2015-2019
H.S.C., Notre Dame College, 2014
S.S.C., Ideal School & College, 2012
Work Experience
Lecturer, Department of CSE, BUET ( Jun 2024 - Present)
Adjunct Lecturer, Department of CSE, BUET ( Nov 2023 - Jun 2024)
Graduate Research & Teaching Assistant, University of Calgary (May 2021 - 2023)
Lecturer, CSE, Ahsanullah University of Science & Technology (1 Jul 2019 - 30 Jun 2021)
Software Engineer, Reve Systems (1 May 2019 - 30 Jun 2019)
Research Assistant, Samsung R&D Institute, Bangladesh (Sep 2018 - Nov 2018)
Research Interests
Machine Learning
Natural Language Processing
Software Engineering
Research Experience
Towards Usable API Documentation under the supervision of Dr. Gias Uddin, Assistant Professor, UCalgary.
Automated Fake News Detection and Tracing User Propagation on Social Media under the supervision of Dr. Anindya Iqbal, Professor, Department of CSE, BUET and Dr. Sadia Afroz, Research Scientist, International Computer Science Institute (ICSI)
Autonomous Code Review Usefulness Measurement and Review Categorization with Dr. Anindya Iqbal, Associate Professor, Department of CSE, BUET, and Dr. Amiangshu Bosu, Assistant Professor, Department of Computer Science, Wayne State University
Minaoar Hossain, Junaed Younus Khan, and Gias Uddin. "ChatGPT Incorrectness Detection in Software Reviews." Proceedings of the IEEE/ACM 46th International Conference on Software Engineering (ICSE), 2024 [link]
Junaed Younus Khan and Gias Uddin. "Combining Contexts from Multiple Sources for Documentation-Specific Code Example Generation." IEEE 30th International Conference on Software Analysis, Evolution and Reengineering (SANER), 2023 [link]
Junaed Younus Khan and Gias Uddin. "Automatic Code Documentation Generation Using GPT-3." In 37th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2022, Rochester, MI, USA. ACM, New York, NY, USA, 6 pages. [link]
Junaed Younus Khan and Gias Uddin. "Automatic Detection and Analysis of Technical Debts in Peer-Review Documentation of R Packages." IEEE 29th International Conference on Software Analysis, Evolution and Reengineering (SANER), 2022 [link]
Chengran Yang, Bowen Xu, Junaed Younus Khan, Gias Uddin, Donggyun Han, Zhou Yang, and David Lo. "Aspect-Based API Review Classification: How Far Can Pre-Trained Transformer Model Go?" IEEE 29th International Conference on Software Analysis, Evolution and Reengineering (SANER), 2022 [link]
Junaed Younus Khan, Md Tawkat Islam Khondaker, Sadia Afroz, Gias Uddin, and Anindya Iqbal. "A benchmark study of machine learning models for online fake news detection." Machine Learning with Applications (2021): 100032. [link]
Junaed Younus Khan, Md Tawkat Islam Khondaker, Gias Uddin, Anindya Iqbal. “Automatic detection of five API documentation smells: Practitioners’ perspectives.” in Proceedings of the IEEE 28th International Conference on Software Analysis, Evolution and Reengineering (SANER 2021) [link]
Junaed Younus Khan, Md Tawkat Islam Khondaker, Iram Tazim Hoque, Hamada RH Al-Absi, Mohammad Saifur Rahman, Reto Guler, Tanvir Alam, and M. Sohel Rahman. "Toward Preparing a Knowledge Base to Explore Potential Drugs and Biomedical Entities Related to COVID-19: Automated Computational Approach." JMIR Medical Informatics 8, no. 11 (2020): e21648. [link]
Md Tawkat Islam Khondaker, Junaed Younus Khan, Mahmoud Ahmed Refaee, Nady El Hajj, M. Sohel Rahman, and Tanvir Alam. "Obesity in Qatar: A Case-Control Study on the Identification of Associated Risk Factors." Diagnostics 10, no. 11 (2020): 883. [link]
Md Tawkat Islam Khondaker, Junaed Younus Khan, Tanvir Alam, and M. Sohel Rahman. "Agree-to-Disagree (A2D): A Deep Learning based Framework for Authorship Discrimination Task in Corpus-specificity Free Manner." IEEE Access (2020). [link]
Junaed Younus Khan, Md Khondaker, Tawkat Islam, Iram Tazim Hoque, Hamada Al-Absi, Mohammad Saifur Rahman, Tanvir Alam, and M. Sohel Rahman. "COVID-19Base: A knowledgebase to explore biomedical entities related to COVID-19." arXiv preprint arXiv:2005.05954 (2020). [link]
Junaed Younus Khan, Md Khondaker, Tawkat Islam, Anindya Iqbal, and Sadia Afroz. "A benchmark study on machine learning methods for fake news detection." arXiv preprint arXiv:1905.04749 (2019). [link]
Peer Review
Journal Paper Reviewer, IEEE Access
Journal Paper Reviewer, Computers & Electrical Engineering, Elsevier
Conference Sub-reviewer, ICSE, SANER, MSR
Software Development
Algorithms
Database
Network Programming
Digital Logic Design
This project aims to explore various machine learning approaches for detecting toxic comments. We study Naive Bayes, Decision Tree, Logistic Regression, K Nearest Neighbors, NB-LR, Convolutional Neural Networks, Long Short-Term Memory Networks, Bi-directional Long Short-Term Memory Networks on identifying toxicity in text.
Autonomous Code Review Usefulness Measurement [code]
Smart Car Assistant [video demo]
Complaint Box [code] [video_demo]
Smart Staircase [video demo]
Exploring different graph algorithms using graph database (NOSql OrientDB) [code]
Dx-Ball [code]
Online Pac-Man Game [code]
Virtual Cop 2D [code]
Awards
Alberta Innovates Graduate Student Award, Alberta, Canada
Alberta Graduate Excellence Award, Alberta, Canada
Research Productivity Award, University of Calgary
International Graduate Tuition Award, University of Calgary
Dean's Award, BUET
University Merit Scholarship, BUET
Higher Secondary Certificate Scholarship, Dhaka Education Board, Bangladesh (Talent)
Junior Scholarship, Dhaka Education Board, Bangladesh
Find Me on
Email: junaed292 AT gmail DOT com