catastrophic forgetting 1continual learning 1federated learning 1graph neural networks 1memory preservation 1multimodal learning 1
From the 1 of 64 linked papers with an AI index.
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cs.DB2026
Efficient Graph Indexing for Interval-Aware Vector Search
Siyuan Liang, Ziqi Yin, Qi Zhang +5
Interval-aware Approximate Nearest Neighbor (ANN) search arises in applications where each object is associated with a numeric value or interval, and queries must satisfy both vect…
cs.DB2025
Efficient Exact Resistance Distance Computation on Small-Treewidth Graphs: a Labelling Approach
Meihao Liao, Yueyang Pan, Rong-Hua Li +1
Resistance distance computation is a fundamental problem in graph analysis, yet existing random walk-based methods are limited to approximate solutions and suffer from poor efficie…
cs.DB2024
Effective Bug Detection in Graph Database Engines: An LLM-based Approach
Jiayi Wu, Zhengyu Wu, Ronghua Li +2
Graph database engines play a pivotal role in efficiently storing and managing graph data across various domains, including bioinformatics, knowledge graphs, and recommender system…