2 papers
cs.AI2026
Learning How to Use Tools, Not Just When: Pattern-Aware Tool-Integrated Reasoning
Ningning Xu, Yuxuan Jiang, Shubhashis Roy Dipta +1
Tool-integrated reasoning (TIR) has become a key approach for improving large reasoning models (LRMs) on complex problems. Prior work has mainly studied when to invoke tools, while…
stat.ME2024
OCEAN: Flexible Feature Set Aggregation for Analysis of Multi-omics Data
Mitra Ebrahimpoor, Renee Menezes, Ningning Xu +1
Integrated analysis of multi-omics datasets holds great promise for uncovering complex biological processes. However, the large dimension of omics data poses significant interpreta…