2 papers
cs.CR2026
GradingAttack: Exposing Security Vulnerabilities in LLM Based Educational Grading Agents
Xueyi Li, Zhuoneng Zhou, Zitao Liu +1
Large language models (LLMs) are increasingly deployed as educational agents for automatic short answer grading (ASAG) in real-world educational environments, significantly boostin…
cs.CL2026
From Text to Talk: Audio-Language Model Needs Non-Autoregressive Joint Training
Tianqiao Liu, Xueyi Li, Hao Wang +4
Recent advances in large language models (LLMs) have attracted significant interest in extending their capabilities to multimodal scenarios, particularly for speech-to-speech conve…