Geonu Lee

I am an AI Research Engineer at SNUAILAB. I received my M.S. in Software Engineering from Gachon University in 2023, where I was advised by Prof. Jungchan Cho. Earlier, I completed my B.S. in Computer Engineering from Gachon University in 2021. Previously, I worked at ALCHERA, and I interned at Naver Cloud in 2023 and ETRI in 2020.

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Publications

(*: equal contribution, †: corresponding author)

Continual-MEGA: A Large-scale Benchmark for Generalizable Continual Anomaly Detection
Geonu Lee, Yujeong Oh, Geonhui Jang, Soyoung Lee, Jeonghyo Song, Sungmin Cha, YoungJoon Yoo†
arXiv (Under review), 2025
[arXiv]
Domain-Generalized Object Anti-Spoofing: Bridging Gaps and Patch Selection for Robust Detection Across Domains
Geonu Lee*, Yonghyun Jeong*, Haneol Jang, Youngjoon Yoo†
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025
[Paper]
Semi-Supervised Domain Adaptation for Wildfire Detection
JooYoung Jang, Youngseo Cha, Jisu Kim, SooHyung Lee, Geonu Lee, Minkook Cho, Young Hwang, Nojun Kwak
ICLR Workshop, 2024
[Paper]
Occluded Pedestrian-Attribute Recognition for Video Sensors Using Group Sparsity
Geonu Lee, Kimin Yun, Jungchan Cho†
Sensors, vol.22, no.17, pp.6626, Sep.2022.
[Paper]
STDP-Net: Improved Pedestrian Attribute Recognition Using Swin Transformer and Semantic Self-Attention
Geonu Lee, Jungchan Cho†
IEEE ACCESS, vol.10, no.1, pp. 82656 - 82667, Aug. 2022.
[Paper]
Improved Human-Object Interaction Detection Through On-the-Fly Stacked Generalization
Geonu Lee, Kimin Yun, Jungchan Cho†
IEEE ACCESS, vol. 9, no.1, pp. 34251-34263, Feb. 2021.
[Paper]
Body-Part-Aware and Multitask-Aware Single-Image-Based Action Recognition
Bhishan Bhandari, Geonu Lee, Jungchan Cho†
Applied Science, vol. 10, no. 4, pp. 1531-1548, Feb. 2020.
[Paper]

Experience

Jul. 2024 - Present SNUAILAB
AI Research Engineer (Full-time)
Oct. 2023 - Apr. 2024 ALCHERA
AI Research Engineer (Full-time)
Mar. 2023 - Sep. 2023 Naver Cloud
AI Research Engineer (Intern)
Jan. 2020 - Feb. 2020 Electronics and Telecommunications Research Institute (ETRI)
AI Research Engineer (Intern)

Education

Mar. 2021 - Feb. 2023 Gachon University
M.S. in Software Engineering
Mar. 2016 - Feb. 2021 Gachon University
B.S. in Computer Engineering

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