I am a MSc candidate in CSE at UNIST advised by Prof. Seungryul Baek where I am a member of UNIST Vision and Learning (UVL) Lab. My current research interests include human pose estimation, action recognition, object detection/segmentation.
M.Sc. in Computer Science and Engineering, UNIST, South Korea
2022 – Present
B.Sc. in Computer Science and Engineering, UNIST, South Korea
2018 – 2022
Graduate Research Assistant, Department of Computer Science and Engineering
UNIST Vision and Learning, Ulsan National Institute of Science and Technology
Project: Pose estimation
Supervisor: Seungryul Baek
Focus: Hand pose estimation
Sep 2022 – Present
Research Assistant, Department of Computer Science and Engineering
Statistical Decision Making Lab, Ulsan National Institute of Science and Technology
Project: Contextual Multi-armed bandit algorithms
Supervisor: Gi-Soo Kim
Focus: Semiparametric contextual bandits
Mar 2021 – Oct 2022
Research Assistant, Department of Computer Science and Engineering
Applied Cryptography Lab, Ulsan National Institute of Science and Technology
Project: Privacy-preserving Machine Learning
Supervisor: Miran Kim
Focus: Secure computation during training and inference phase of model using HE
Mar 2021 – Sep 2022
Research Assistant, Department of Computer Science and Engineering
Software Engineering Lab, Ulsan National Institute of Science and Technology
Project: Investigations on automated program repair tools
Supervisor: Jooyong Yi
Focus: Overfitting problem of automated program repair tools
Jan 2020 – Feb 2021
Secure human action recognition by encrypted neural network inference
Miran Kim, Xiaoqian Jiang, Kristin Lauter, Elkhan Ismayilzada, and Shayan Shams
Nature Communications 13 (1), 1-13, 2022
[Paper]
Speeding up Constraint-Based Program Repair Using a Search-Based Technique
Jooyong Yi, and Elkhan Ismayilzada
Information and Software Technology 146, 106865, 2022
[Paper]
[Code]
Development of news article recommendation system via reinforcement learning
Elkhan Ismayilzada, Sayem K. Chowdury, and Mubarrat T. Chowdury
Poster presented at: UNIST; Dec 3 2021; Ulsan, Republic of Korea.
[Poster]
[Code]
Bang for the Buck: Filtering Out Hundreds of Incorrect Patches with a Single Generalized Test
Elkhan Ismayilzada, Mazba Ur Rahman, Dongsun Kim, and Jooyong Yi
International Conference on Software Engineering (Submitted).
[Poster]
[Code]
UNIST Projects
Coursework of all the courses at UNIST.
[Code]
Tapmaca
Simple quiz game which is made with Unity, published in Google Play Store and has over 100 thousand downloads.
[Google Play] [Code]
Paytaxt
Simple quiz game which is made with Unity, published in Google Play Store and has over 10 thousand downloads.
[Google Play] [Code]
Movie Recommendation App
Web App that is made with Spring for backend and jQuery / HTML for frontend.
[Code]
E-Commerce in React
Web App that is made with React + Redux. For storing user’s information, Firebase is integrated.
[Code]
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