2 papers
cs.AI2026
ParaTempo: Efficient Parallel Reasoning via Temporal Confidence
Xuteng Zhang, Wenhao Zeng, Xiaodong Gu +5
Parallel reasoning improves the accuracy and robustness of large reasoning models by exploring multiple solution paths, but its computational cost grows with reasoning depth and br…
cs.NI2026
WARA: Toward Automated Wireless Optimization Research with Closed-Loop LLM Agents
Yuan Guo, Yilong Chen, Chao Hu +3
Large language model (LLM) agents are increasingly capable of tool use, code execution, artifact inspection, and iterative revision, creating new opportunities for automating scien…