Seong Jae Hwang

Associate Professor, Yonsei University

2 papers at NeurIPS 2025

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Poster Session 4

1 paper

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Rare Text Semantics Were Always There in Your Diffusion Transformer

#4810 · Seil Kang, Woojung Han, Dayun Ju, Seong Jae Hwang

Variance scale-up of text-token embeddings in MM-DiTs before joint attention lets rare prompts emerge without retraining, extra data, or denoising tweaks, boosting text-to-image, video, and editing

Poster Session 5

1 paper

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Interpreting vision transformers via residual replacement model

#1014 · Jinyeong Kim, Junhyeok Kim, Yumin Shim, Joohyeok Kim, Sunyoung Jung, Seong Jae Hwang