[카테고리:] 2026_학

Ghosted layers: Unconstrained activation alignment for recovering layer-pruned LLMs Daniel Yun, Junhyuk Jo, Sai Praneeth Karimireddy and Sunwoo Lee, Proc. Neural Information Processing Systems (NeurIPS 2026), 2026 2026.12.01
Patch rebirth: Fast and transferable model inversion of vision transformers Seongsoo Heo and Dong-Wan Choi, Proc. Neural Information Processing Systems (NeurIPS 2026), 2026 2026.12.01
A transformer architecture via lightweight sigmoid attention for graph collaborative filtering Hyungjin Kim, Seokho Ahn, Minhye Jeon, Sungbok Shin and Young-Duk Seo, Proc. International ACM Conference on Information and Knowledge Management (CIKM 2026), 2026 2026.11.01
Locality-aware redundancy pruning for LLM depth compression Daniel Yun, Youngrae Kim, Woosang Lim, YoungJin Heo, Minkyu Kim and Sunwoo Lee, Proc. Conference on Empirical Methods in Natural Language Processing (EMNLP 2026), 2026 2026.10.01
DiffuFlicker: Diffusion-based LED traffic light flicker removal in dashcam videos Sujin Kim, Juwon Lee and In Kyu Park, Proc. International Conference on Pattern Recognition (ICPR 2026), 2026 DOI 2026.08.04
Geometry-correct diffusion posterior sampling with denoiser-pullback curvature guidance and manifold-aligned damping Seunghyeok Shin, Minwoo Kim, Dabin Kim and Hongki Lim, Proc. International Conference on Machine Learning (ICML 2026), 2026 2026.07.09
Towards robust vision transformers: Path dependency analysis and a simple two-stage adversarial training Seongmin Kim and Byung Cheol Song, Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2026), 2026 2026.06.06
FAST‑DIPS: Adjoint‑free analytic steps and hard‑constrained likelihood correction for diffusion‑prior inverse problems Minwoo Kim, Seunghyeok Shin and Hongki Lim, Proc. International Conference on Learning Representations (ICLR 2026), 2026 2026.04.24
A compliance-preserving retrieval system for aircraft MRO task search Byungho Jo, Proc. European Chapter of the Association for Computational Linguistics (EACL 2026), 2026 2026.03.24
HE-DAP: Homomorphic encryption-based dynamic adaptive parameter optimization for statistical computation Yun-Soo Park, Hyunmin Choi, Hyoungshick Kim and Mun-Kyu Lee, Proc. of The 41st ACM/SIGAPP Symposium On Applied Computing (SAC 2026), 2026 DOI 2026.03.23