9 citations · 9 across the 2 of their papers we have counts for
4 papers
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…
Prospective Interpretation Risk: Principled Communication Control Between LLMs
Wanrong Yang, Rehan Deen, Julian Ma +7
Large language model (LLM) agentic systems increasingly rely on models communicating with one another, yet existing uncertainty and multi-agent methods rarely estimate how a partic…
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…
A Survey for Deep Reinforcement Learning Based Network Intrusion Detection
Wanrong Yang, Alberto Acuto, Yihang Zhou +1
Cyber-attacks are becoming increasingly sophisticated and frequent, highlighting the importance of network intrusion detection systems. This paper explores the potential and challe…