5 papers
Modeling bacterial flow field with regularized singularities
Yaochen Yang, Daiki Matsunaga, Da Wei +1
The flow field generated by a swimming bacterium serves as a fundamental building block for understanding hydrodynamic interactions between bacteria. Although the flow field genera…
Stochastic Model and Optimal Control of an Active Tracking Particle with Information Processing
Tai Han, Fanlong Meng
Living systems often function with regulatory interactions, but the question of how activity, stochasticity and regulations work together for achieving different goals still remain…
Cross Spatial Temporal Fusion Attention for Remote Sensing Object Detection via Image Feature Matching
Abu Sadat Mohammad Salehin Amit, Xiaoli Zhang, Md Masum Billa Shagar +3
Effectively describing features for cross-modal remote sensing image matching remains a challenging task due to the significant geometric and radiometric differences between multim…
KVDirect: Distributed Disaggregated LLM Inference
Shiyang Chen, Rain Jiang, Dezhi Yu +6
Large Language Models (LLMs) have become the new foundation for many applications, reshaping human society like a storm. Disaggregated inference, which separates prefill and decode…
GraphScale: A Framework to Enable Machine Learning over Billion-node Graphs
Vipul Gupta, Xin Chen, Ruoyun Huang +3
Graph Neural Networks (GNNs) have emerged as powerful tools for supervised machine learning over graph-structured data, while sampling-based node representation learning is widely…