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Learning-based Autonomous Oversteer Control and Collision Avoidance

IEEE T-IV (Under Review), 2026

정우진 | Woo-Jin Jung

Ph.D. Candidate

RESEARCH INTERESTS

Radar Technology
Autonomous Vehicle Technology
Human Pose Estimation

woo-jin.jung@kaist.ac.kr

LiDAR-to-4D Radar Synthesis for Building Large-Scale Tensor Datasets

CVPR Findings, 2026

Sumit Mishra

Ph.D. Candidate

RESEARCH INTERESTS

Urban Mobility and Smart Transportation
Computer Vision for Perception
Accident Prevention with ADAS

sumitmishra209@kaist.ac.kr

Representative Publication

TIME-VAD: Text-Informed Magnitude Enhancement Feature Learning for Vehicle Accident Detection and Anticipation

IEEE T-ITS, 2025

Neha Sengar

Ph.D. Candidate

RESEARCH INTERESTS

Mechanistic Interpretability of Vision-Language Models
Vision-based Perception for Autonomous Robots

neha.sengar@kaist.ac.kr

Representative Publication

Few Contrastive Attention Heads Enable Visual Grounding in Large Vision-Language Models

TMLR, 2026

정희양 | Hee-Yang Jung

Ph.D. Student

RESEARCH INTERESTS

SAR Signal Processing
LPI Signal Processing
Simultaneous Localization and Mapping

heeyang@kaist.ac.kr

Open-Source Autonomous Driving Software Platforms: Comparison of Autoware and Apollo

IEEE IV, 2026

송승현 | Seung-Hyun Song

Ph.D. Student

RESEARCH INTERESTS

Autonomous Vehicle Technology
Sensor Fusion
Deep Learning

shyun@kaist.ac.kr

Enhanced 3D Object Detection via Diverse Feature Representations of 4D Radar Tensor

IEEE Sensors Journal, 2025

장현서 | Hyun-Seo Jang

Ph.D. Student

Integrated M.S.–Ph.D. Student

Mobile Robotics
Vision-Language-Action Models
End-to-End Autonomous Driving

jhyunseo926@gmail.com

한승민 | Seung-Min Han

Computer Vision
Vision-Language-Action Models
End-to-End Autonomous Driving

seungmin.han@kaist.ac.kr

Master’s Students

Christofel Rio Goenawan

M.S. Candidate

Autonomous Vehicle Technology
Reinforcement Learning
End-to-End Autonomous Driving

christofel04@gmail.com

변웅찬 | Woong-Chan Byun

woongchan.byun@kaist.ac.kr

Autonomous Vehicle Technology
Object Detection
Deep Learning

김시우 | Siewoo Kim

Autonomous Vehicle Technology
Computer Vision
Deep Learning

siewoo.kim@kaist.ac.kr

Tung Tong

Autonomous Vehicle Technology
Deep Learning
Sensor Fusion

Autonomous Vehicle Technology
Computer Vision & Deep Learning
Optimal Path Planning

Vision-Language Models (VLM)
Computer Vision
Multi-Object Tracking (MOT)

tnvjwnsgur2@kaist.ac.kr

남소현 | So-Hyun Nam

Deep Learning
Sensor Fusion
Embedded IoT

sohyun126@kaist.ac.kr

임찬빈 | Chan-Bin Lim

Autonomous Vehicle Technology
Sensor Fusion
Computer Vision & Deep Learning

chanbin.lim@kaist.ac.kr

박주언 | Joo-eon Park

End-to-End Autonomous Driving
Vision-Language-Action Models
Diffusion-Based Trajectory

jooeonjohn@kaist.ac.kr

Undergraduate Students

강상구 | Sang Gu Kang

Nattanan Chinworakij (Mos)

Computer Vision
End-to-End Autonomous Driving
Large Multimodal Models

kangsanggoo60@gmail.com

nattananchin@kaist.ac.kr

Thiwat Chatkham (Mickey)

thiwat.cha@kaist.ac.kr

Passavee Losripat (Nett)