2 papers
eess.IV2026
Reliability Testing of Medical Model Performance under Distributed Deployment
Yifei Wang, Xiaohan Zhang, Youtao Ding +4
Distributed inference has become an indispensable part of deploying medical models under practical latency, memory, and throughput constraints. Although modern frameworks improve s…
cs.CL2025
SceneJailEval: A Scenario-Adaptive Multi-Dimensional Framework for Jailbreak Evaluation
Lai Jiang, Yuekang Li, Xiaohan Zhang +2
Accurate jailbreak evaluation is critical for LLM red team testing and jailbreak research. Mainstream methods rely on binary classification (string matching, toxic text classifiers…