2 papers
cs.LG2026
OTora: A Unified Red Teaming Framework for Reasoning-Level Denial-of-Service in LLM Agents
Xinyu Li, Ronghui Mu, Lin Li +2
Large Language Models (LLMs) are increasingly deployed as autonomous agents that execute tool-augmented, multi-step tasks, where latency is a critical factor for real-world applica…
cs.SE2026
Boosting Automatic Java-to-Cangjie Translation with Multi-Stage LLM Training and Error Repair
Xinyue Liang, Jingxuan Zhang, Lin Li +2
With the rapid evolution of emerging programming language ecosystems, the demand for code translation to low-resource languages continues to grow. As Cangjie emerges as a new progr…