3 papers
cs.AI2026
ScholarStack: Layered Research Asset Orchestration and Cross-Task Reuse for Scientific Agents
ScholarSeed AI Team, Caoqinwei Gong, Xue Jiang +17
Scientific agents support a range of literature-based research tasks, such as retrieval, question answering, evidence-grounded generation, and claim assessment. Most existing syste…
cs.LG2025
Time-RA: Towards Time Series Reasoning for Anomaly Diagnosis with LLM Feedback
Yiyuan Yang, Zichuan Liu, Lei Song +6
Time series anomaly detection (TSAD) has traditionally focused on binary classification and often lacks the fine-grained categorization and explanatory reasoning required for trans…
cs.CV2025
From Swath to Full-Disc: Advancing Precipitation Retrieval with Multimodal Knowledge Expansion
Zheng Wang, Kai Ying, Bin Xu +2
Accurate near-real-time precipitation retrieval has been enhanced by satellite-based technologies. However, infrared-based algorithms have low accuracy due to weak relations with s…