[카테고리:] AI학술우수대회

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
Layer-wise Update Aggregation with Recycling for Communication-Efficient Federated Learning Jisoo Kim, Sungmin Kang, Sunwoo Lee, Proc. Neural Information Processing Systems (NeurIPS 2025), 2025 DOI 2026.08.13
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
T2LF: LLM-Guided Multimodal Diffusion for Text-to-Light Field Synthesis Soyoung Yoon, Namhyuk Ahn and In Kyu Park, Proc. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2026), 2026 DOI 2026.03.10
GEM: A Scale-Aware and Distribution-Sensitive Sparse Fine-Tuning Framework for Effective Downstream Adaptation Sungmin Kang, Jisoo Kim, Salman Avestimehr and Sunwoo Lee, Proc. Annual AAAI Conference on Artificial Intelligence (AAAI 2026), 2026 2026.01.25