5 papers
AOI: Context-Aware Multi-Agent Operations via Dynamic Scheduling and Hierarchical Memory Compression
Zishan Bai, Hanxuan Chen, Jiayi Gu +9
Cloud-native systems have made operational work both more powerful and harder to automate: incidents unfold across microservices, logs and metrics arrive faster than operators can…
Extending the Leader-First Follower Structure for Bearing-only Formation Control on Directed Graphs
Jiacheng Shi, Daniel Zelazo
This work proposes an extension to the leader-first follower (LFF) class of graphs used to solve the bearing-only formation control problem over directed graphs. The first contribu…
ACA-Net: Future Graph Learning for Logistical Demand-Supply Forecasting
Jiacheng Shi, Haibin Wei, Jiang Wang +3
Logistical demand-supply forecasting that evaluates the alignment between projected supply and anticipated demand, is essential for the efficiency and quality of on-demand food del…
MedEthicEval: Evaluating Large Language Models Based on Chinese Medical Ethics
Haoan Jin, Jiacheng Shi, Hanhui Xu +2
Large language models (LLMs) demonstrate significant potential in advancing medical applications, yet their capabilities in addressing medical ethics challenges remain underexplore…
STTM: A New Approach Based Spatial-Temporal Transformer And Memory Network For Real-time Pressure Signal In On-demand Food Delivery
Jiang Wang, Haibin Wei, Xiaowei Xu +4
On-demand Food Delivery (OFD) services have become very common around the world. For example, on the Ele.me platform, users place more than 15 million food orders every day. Predic…