Hi, I'm Wei-Tung Lin (Allen)

AI Researcher & Software Engineer

Taipei, Taiwan
#self-motivated #passionate #collaborative
Wei-Tung Lin

About Me

Biography

I'm currently a Research Assistant at Academia Sinica advised by Prof. Jun-Cheng Chen.

I received my M.S. in Computer Science from NTUST under Prof. Kai-Lung Hua's supervision. My research focuses on generative models, diffusion models, and multi-modal perception systems.

During my time as an exchange student at KAIST, I worked with the Visual AI Group on research projects focused on 3D shape generation, gaining valuable experience in computer vision and deep learning.

When I'm not coding or researching, you can find me playing badminton 🏸, exploring the underwater world while diving 🤿, or hitting the slopes snowboarding ⛷️. I believe in the power of continuous learning.

Education

M.S. in Computer Science

National Taiwan University of Science and Technology (NTUST)

GPA: 4.05/4.3 • Feb 2023 - Jun 2025

Exchange Student at School of AI

Korea Advanced Institute of Science and Technology (KAIST)

GPA: 3.85/4.0 • Sep 2024 - Jan 2025

B.S. in Computer Science

National Taiwan University of Science and Technology (NTUST)

GPA: 3.75/4.3 • Sep 2019 - Jan 2023

Experience

Research Assistant

AIIU Lab, Academia Sinica

Mar 2025 - Present

Developing reasoning-based MLLM models for AIGC Image Detection, contributing to cutting-edge research in AI-generated content identification.

Research Intern

Visual AI Group, KAIST

Sep 2024 - Feb 2025

Developed novel controllable generative diffusion models for 3D shape generation through hierarchical 3D bounding box splitting, enabling intuitive 3D shape editing and transformation.

Research Assistant

Prof. Kai-Lung Hua Lab, NTUST

Sep 2022 - Mar 2025

Developed advanced autonomous vehicle perception and data systems including 4D radar-camera modules with 95% accuracy, multi-view 3D object detection achieving 50% mAP, comprehensive Level-2 ADAS system showcased at COMPUTEX 2024, and robust Big Data ETL pipeline using Apache Spark and Kafka

Software Engineer Intern

Heroic Faith

Jul 2021 - Feb 2022

Built ETL pipeline with Apache Airflow for data labeling automation and implemented GitLab CI/CD workflows

Vice President of Student Association

Department of Computer Science, NTUST

Sep 2020 - Jun 2021

Research Assistant

Prof. Wen-Kai Tai's Lab, NTUST

Sep 2020 - Aug 2022

Developed full-stack CMS websites with React and Node.js

President of Badminton Club

Department of C omputer Science, NTUST

Sep 2020 - Jun 2021

2021 北資盃殿軍 | 2022 大資盃冠軍

Chairman of Student Association

Daan Vocational High School

Sep 2017 - Jun 2018

Daan Student Association 33rd (DASA 33)

Publication

PixMamba: Leveraging State Space Models in a Dual-Level Architecture for Underwater Image Enhancement

Wei-Tung Lin, Yong-Xiang Lin, Jyun-Wei Chen, Kai-Lung Hua

arXiv Code Asian Conference on Computer Vision (ACCV) 2024

Skills & Technologies

AI & Machine Learning

Deep Learning Computer Vision Generative Models Diffusion Models PyTorch

Programming

Python C++ ROS Docker Linux CI/CD

Languages

Chinese Native
English Fluent (IELTS 6.5)

Let's Connect

I'm always interested in discussing new opportunities and collaborations. Please feel free to contact me.