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

Software Engineer @ NVIDIA

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

About Me

Biography

I am currently working at NVIDIA as a Software Engineer, focusing on Autonomous Vehicles (AV).

I received my M.S. in Computer Science from NTUST, where I was advised by Prof. Kai-Lung Hua. My research focused on generative models, diffusion models, and multi-modal perception systems.

I previously interned at AIIU Lab, Academia Sinica, under the supervision of Prof. Jun-Cheng Chen, where I worked on projects focusing on deepfake detection. I also spent a semester as an exchange student at KAIST, collaborating with the Visual AI Group on 3D shape generation, with research interests in 3D graphics and generative models.

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

Software Engineer

NVIDIA

Oct 2025 - Present

Focus on DriveWorks

Research Assistant

AIIU Lab, Academia Sinica

Mar 2025 - Jun 2025

Develop deep learning frameworks for detecting AI-generated contents

Research Intern

Visual AI Group, KAIST

Sep 2024 - Feb 2025

Develop 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

Develop 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

Build 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

Organize numerous student events and activities

Research Assistant

Prof. Wen-Kai Tai's Lab, NTUST

Sep 2020 - Aug 2022

Develop full-stack CMS websites using React and Node.js

President of Badminton Club

Department of Computer Science, NTUST

Sep 2020 - Jun 2021

2021 北資盃殿軍 | 2022 大資盃冠軍

Chairman of Student Association

Da'an Vocational High School

Sep 2017 - Jun 2018

Da'an Student Association 33rd (DASA 33)

Publication

BoxSplitGen: A Generative Model for 3D Part Bounding Boxes in Varying Granularity

Juil Koo*, Wei-Tung Lin*, Chanho Park, Chanhyeok Park, Minhyuk Sung

Winter Conference on Applications of Computer Vision (WACV) 2026

D3epth: Distilling Diffusion Models For Efficient Depth Estimation Through A Two-Stage Approach

Bo-Chih Chuang, Wei-Tung Lin, Shang-Fu Chen, Kai-Lung Hua

Asian Conference on Machine Learning (ACML) 2025

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

Asian Conference on Computer Vision (ACCV) 2024 | arXiv | Code

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.