2 papers
cs.AI2026
Do Agents Know What They Can't Do? Evaluating Feasibility Awareness in Tool-Using Agents
Liang Cheng, Mingsheng Cai, Jiuming Jiang +1
Tool-using agents often incur substantial computational cost due to long reasoning chains and iterative tool usage. In practical scenarios, many tasks become infeasible under const…
eess.SP2025
SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning
Mingsheng Cai, Jiuming Jiang, Wenhao Huang +2
Cardiovascular diseases are a leading cause of death and disability worldwide. Electrocardiogram (ECG) is critical for diagnosing and monitoring cardiac health, but obtaining large…