Publications

You can also find my articles on my Google Scholar profile.

Conferences

[C3] Preserve-Then-Quantize: Balancing Rank Budgets for Quantization Error Reconstruction in LLMs
Yoonjun Cho*, Dongjae Jeon*, Soeun Kim, Moongyu Jeon, Albert No^†
ICML 2026
[arXiv]
[C2] A2D: Any-Order, Any-Step Safety Alignment for Diffusion Language Models
Wonje Jeung*, Sangyeon Yoon*, Yoonjun Cho, Dongjae Jeon, Sangwoo Shin, Hyesoo Hong, Albert No^†
ICLR 2026
[arXiv]
[C1] 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 2025 Findings
[arXiv]

[W1] Preserve then Quantize: Dominant-Subspace Guided Low-Rank Reconstruction
Yoonjun Cho*, Dongjae Jeon*, Soeun Kim, Albert No^†
ICML 2025, TTODLer-FM Workshop (Oral)
[OpenReview]

* equal contribution ^† corresponding author