most citedA Survey for Deep Reinforcement Learning Based Network Intrusion Detection

9 citations · 9 across the 2 of their papers we have counts for

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cs.AI2026

When Self-Consistency Hurts: The Hidden Cost of Majority Voting in Small Language Models

Wanrong Yang, Lingfang Li, Jun Zhang +1

We study prompted chain-of-thought (CoT) with self-consistency (SC), i.e. sampling N traces and plurality-voting, on small language models, a regime where per-query compute budgets…

cs.AI2026

Empowering Locally Deployable Medical Agent via State Enhanced Logical Skills for FHIR-based Clinical Tasks

Wanrong Yang, Zhengliang Liu, Yuan Li +6

While Large Language Models demonstrate immense potential as proactive Medical Agents, their real-world deployment is severely bottlenecked by data scarcity under privacy constrain…