Abstract: In this article, we study a multirobot stochastic patrolling problem by employing graph partitioning techniques, where each robot adopts a Markov-chain-based strategy over its assigned ...

Abstract: Attributed graph clustering aims to partition nodes of a graph structure into different groups. Recent works usually use variational graph autoencoder (VGAE) to make the node representations ...

There are points in time at which a well-known technology, which has been used and gradually improved for decades, reaches its physical limitations, forcing a shift towards dramatically different ...

A professionally curated list of awesome resources (paper, code, data, etc.) on Deep Graph Anomaly Detection (DGAD), which is the first work to comprehensively and systematically summarize the recent ...

Traditional software engineering approaches reliability as a binary state of uptime and downtime. Modern ML pipelines render this paradigm obsolete. Today, architects must deploy robust fault-tolerant ...

For the second time in a week, a long-standing conjecture has been disproved by artificial intelligence, highlighting the ...

Learn how to improve NGS library preparation, reduce bias, and increase sequencing yield with practical strategies for ...

pggb builds pangenome variation graphs from a set of input sequences. A pangenome variation graph is a kind of generic multiple sequence alignment. It lets us understand any kind of sequence variation ...

The Wachenheim Center for Peace and Security has developed a set of Crisis Response Playbooks for U.S. policy planners when bandwidth is limited and decisions are consequential. When a U.S. partner ...

Seven opportunities for teenagers to engage, experiment, reflect and create — via writing, audio, video, visual art and more. By The Learning Network To participate, submit your response here by Aug.

Discover how to implement a streaming 3D reconstruction pipeline using LingBot-Map. From GPU-aware configuration and preprocessing to GCTStream model inference and point cloud generation, this guide ...

Second, we study the node-to-host assignment by formulating it as a graph partitioning problem. Evaluation results show that our partitioning algorithm reduces the testbed bootup time by up to 20× ...