Dongjae Jeon


I am a senior undergraduate student at Yonsei University, majoring in Economics and Computer Science. Currently, I am an intern at the Artificial Intelligence and Information Systems Lab at Yonsei University, supervised by Professor Albert No.

My research interests lie in the domain of safe and reliable AI, with a particular focus on generative models. Previously, I have conducted research on Continual Learning in the context of computer vision. My primary goal is to deepen our understanding of how machines perceive and to develop methods that enhance their reliability and robustness.

I enjoy collaborating with others. Feel free to contact via email!

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News


Jun 2025: SRR is accepted to ICML 2025 (TTODLer-FM workshop) as Oral!
May 2025: Two Papers (ODLRI and Regard-FT) are accepted to ACL 2025! See you in Austria 🇦🇹!
May 2025: SAIL is accepted to ICML 2025 as Spotlight (top 2.6% = 313/12,107)! See you in Canada 🇨🇦!

Publications


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Preserve then Quantize: Dominant-Subspace Guided Low-Rank Reconstruction
Yoonjun Cho*, Dongjae Jeon*, Soeun Kim, Albert No
ICML (TTODLer-FM workshop), 2025 (Oral)
[arXiv]
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Information-Theoretic Discrete Diffusion
Moongyu Jeon, Sangwoo Shin, Dongjae Jeon, Albert No
arxiv, 2025
[arXiv]
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Assigning Distinct Roles to Quantized and Low-Rank Matrices Toward Optimal Weight Decomposition
Yoonjun Cho, Soeun Kim, Dongjae Jeon, Kyelim Lee, Beomsoo Lee, Albert No
ACL (Findings), 2025
[arXiv]
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Understanding Memorization in Generative Models via Sharpness in Probability Landscapes
Dongjae Jeon*, Dueun Kim*, Albert No
ICML, 2025 (Spotlight)
prelim @ AAAI (PPAI workshop), 2025 (Oral)
[arXiv]
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Large Language Models Still Exhibit Bias in Long Text
Wonje Jeung, Dongjae Jeon, Ashkan Yousefpour, Jonghyun Choi
ACL (Findings), 2025
prelim @ NeurIPS (SOLAR workshop), 2024
[arXiv]

Awards


Class-Incremental with Repetition (CIR) using Unlabelled Data
2nd place 🔥
CVPR CLVISION challenge, 2024
Continual Test-time Adaptation for Object Detection
1st place 🔥
ICCV VCL challenge, 2023
Slides / Report

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