2 papers
stat.AP2026
Systematic Literature Reviews With Two Multi-Agentic Systems And Human-In-The-Loop
Zexin Ren, Zixuan Zhao, Qiyun Li +9
Systematic literature review of clinical trials drives regulatory decision-making, but conventional screening and extraction are time-consuming, labor-intensive, and vulnerable to…
cs.AI2026
OpsMem: Dual-Memory Reasoning with Cross-Memory Resonance for Failure Diagnosis
Yongqian Sun, Rongchen Gao, Yu Luo +6
Failure diagnosis in modern software systems requires iterative evidence acquisition and hypothesis reasoning guided by operational experience. Existing LLM-based methods improve d…