3 papers
cs.DB2023
Time-Constrained Continuous Subgraph Matching Using Temporal Information for Filtering and Backtracking
Seunghwan Min, Jihoon Jang, Kunsoo Park +3
Real-time analysis of graphs containing temporal information, such as social media streams, Q&A networks, and cyber data sources, plays an important role in various applications. A…
cs.LG2023
Locality-Aware Generalizable Implicit Neural Representation
Doyup Lee, Chiheon Kim, Minsu Cho +1
Generalizable implicit neural representation (INR) enables a single continuous function, i.e., a coordinate-based neural network, to represent multiple data instances by modulating…
cs.DB2023
Cardinality Estimation of Subgraph Matching: A Filtering-Sampling Approach
Wonseok Shin, Siwoo Song, Kunsoo Park +1
Subgraph counting is a fundamental problem in understanding and analyzing graph structured data, yet computationally challenging. This calls for an accurate and efficient algorithm…