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데이터 마이닝 · 학회 · 논문 14편 · 연구실 10곳
연도별 논문
전체 · 논문 14편
202611편
- 한욱신POSTECH
Batcher: Learning to Construct Cost-Efficient Batches of Small Queries in Big Data Processing Platforms
Park, Y., Lee, T., Tak, B., Han, W.
- 신기정KAIST
Effective Dataset Distillation for Spatio-Temporal Forecasting with Bi-dimensional Compression
Taehyung Kwon, Yeonje Choi, Yeongho Kim, Kijung Shin
- 박광현Yonsei
Exqutor: Extended Query Optimizer for Vector-augmented Analytical Queries
Hyunjoon Kim, Chaerim Lim, Hyeonjun An, Rathijit Sen, Kwanghyun Park
- 이진호SNU
FaScalSQL: A Fast and Scalable GPU-Accelerated SQL Query Engine for Out-of-Memory Tables
Chaemin Lim, Suhyun Lee, Jinwoo Choi, Kwanghyun Park, Jinho Lee, Joonsung Kim, Youngsok Kim
- 김영석Yonsei
FaScalSQL: A Fast and Scalable GPU-Accelerated SQL Query Engine for Out-of-Memory Tables
Chaemin Lim, Suhyun Lee, Jinwoo Choi, Kwanghyun Park, Jinho Lee, Joonsung Kim, Youngsok Kim
- 박광현Yonsei
FaScalSQL: A Fast and Scalable GPU-Accelerated SQL Query Engine for Out-of-Memory Tables
Chaemin Lim, Suhyun Lee, Jinwoo Choi, Kwanghyun Park, Jinho Lee, Joonsung Kim, Youngsok Kim
- 강유SNU
Fast and Accurate Element-Level Streaming CP Decomposition for Higher-Order Tensors
Jeongyoung Lee, SeungJoo Lee, U Kang
- 도재영SNU
MatKV: Trading Compute for Flash Storage in LLM Inference
Kun-Woo Shin*, Jay H. Park, Moonwook Oh, Yohan Jo, Jaeyoung Do, Sang-Won Lee
- 이상원SNU
MatKV: Trading Compute for Flash Storage in LLM Inference
Kun-Woo Shin, Jay H. Park, Moonwook Oh, Yohan Jo, Jaeyoung Do, Sang-Won Lee
- 조요한SNU
MatKV: Trading Compute for Flash Storage in LLM Inference
Kun-Woo Shin, Jay H. Park, Moonwook Oh, Yohan Jo, Jaeyoung Do, Sang-Won Lee
- 박상현Yonsei
PRO-HNSW: Proactive Repair and Optimization for High-Performance Dynamic HNSW Indexes
Huijun Jin, Jieun Lee, Shengmin Piao, Sangmin Seo, Sanghyun Park
20252편
20241편
- 한욱신POSTECH
Time-Constrained Continuous Subgraph Matching Using Temporal Information for Filtering and Backtracking
Min, S., Jang, J., Park, K., Giammarresi, D., Italiano, G., Han, W.