716 citations
- Korea Advanced Institute of Science and TechnologyKR74 papers
- King Abdullah University of Science and TechnologySA40 papers
- Seoul National UniversityKR6 papers
- Google (United States)US5 papers
- Stanford UniversityUS5 papers
- Adobe Systems (United States)US4 papers
- Naver (South Korea)KR4 papers
- Georgia Institute of TechnologyUS3 papers
- Tsinghua UniversityCN3 papers
- University College LondonGB3 papers
- Electronics and Telecommunications Research InstituteKR2 papers
- Hansung UniversityKR2 papers
117 papers
Hot-Cold Tiering of HBM and High Bandwidth Flash for Agentic LLM Serving
Jongjin Baek, Won Ji, Seungjae Yoo +1
Large language model (LLM) serving is increasingly agentic, with multi-turn sessions that idle between actions yet must retain their full context. Limited GPU memory capacity force…
Aker: Density-Aware Approximate Caching for Vector Search (Extended Version)
Sukjoon Oh, Minki Kang, Dohyun Kim +5
Disk-based approximate nearest neighbor search (ANNS) incurs high I/O overhead due to frequent disk accesses during index traversal. Approximate caching, which reuses the results o…
Contrastive Knowledge Distillation for Anomaly Detection in Multi-Illumination/Focus Display Images
Jihyun Lee, Hangil Park, Yongmin Seo +4
In this paper, we tackle automatic anomaly detection in multi-illumination and multi-focus display images. The minute defects on the display surface are hard to spot out in RGB ima…
Demand-Aware Cooperative Transmission Design for Energy-Efficient LEO Satellite Networks
Wooseok Cha, Kyeongsoo Kim, Seonghoon Kim +2
Low Earth orbit (LEO) satellite networks are envisioned as a promising solution for providing ubiquitous connectivity and narrowing the digital divide. The extensive footprint of L…
Splat-based 3D Scene Reconstruction with Extreme Motion-blur
Hyeonjoong Jang, Dongyoung Choi, Donggun Kim +2
We propose a splat-based 3D scene reconstruction method from RGB-D input that effectively handles extreme motion blur, a frequent challenge in low-light environments. Under dim ill…
EgoGapBench: Benchmarking Egocentric Action Selection in Multi-Agent Scenes
Jihyeok Jung, Jeewu Lee, Sanghyeop Kim +2
Existing egocentric benchmarks have primarily constructed the egocentric setting from first-person-view data, which makes it difficult to evaluate egocentric perspective itself in…