2 papers
cs.SD2026
Ouroboros: Self-Referential Backdoor Attacks on Speech Enhancement via Clean Audio Triggers
Yunjie Zhou, Yuheng Huang, Diqun Yan
Speech enhancement models are widely deployed as frontend modules in real-time speech services, yet their vulnerability to backdoor attacks remains unexplored. Existing backdoor me…
cs.MA2026
AgenticRag-R1: Agentic Reinforcement Learning with Stack Memory for Multi-Step Reasoning, Retrieval and Memorizing
Xinke Jiang, Yue Fang, Zhibang Yang +12
Retrieval-Augmented Generation (RAG) improves the factuality of large language models (LLMs), yet existing RAG systems often struggle with complex, multi-step reasoning that requir…