4 papers
Maximizing Parallel Execution of Series-Parallel Task Graphs for Safety-Critical Embedded Control
Jinghao Sun, Zhenchu Hu, Ye Ma +3
Safety-critical embedded control programs must complete each control cycle within a bounded period. Sequential execution on conventional processors can become a bottleneck when the…
PA-RNet: Perturbation-Aware Residual Network for Robust Multimodal Time Series Forecasting
Enqiang Zhu, Zhenbin Deng, Shengzhi Wang +2
In real-world applications, multimodal time-series forecasting faces a key challenge: textual information is often useful but unreliable. Auxiliary texts may contain irrelevant, am…
Who Uses Whose Telescopes? Analyzing the Knowledge Geography and Research Dominance of Global Astronomical Facilities
Yue Chen, Yuqi Wang, Yuying Gao +3
Large-scale research infrastructures (LSRIs) are central to contemporary science policy, combining massive capital investments with international access regimes. Yet whether open a…
SAKR: Enhancing Retrieval-Augmented Generation via Streaming Algorithm and K-Means Clustering
Haoyu Kang, Yuzhou Zhu, Yukun Zhong +1
Retrieval-augmented generation (RAG) has achieved significant success in information retrieval to assist large language models LLMs because it builds an external knowledge database…