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cs.AI2026
Agentic Router: An Execution-Grounded Continual Learning Approach With Memory
Yuxuan Chen, Rongpeng Li, Zhifeng Zhao +3
Large language model (LLM) agents provide a promising interface for command-line-based network operations, but a plausible command may still fail or introduce operational risk afte…
cs.SD2026
Inside the Latent Flow: Causal Deciphering of Attention Dynamics in Audio Separation Foundation Models
Yuxuan Chen, Haoyuan Yu, Peize He
Flow-matching transformers achieve strong audio separation, yet their attention dynamics are opaque. We adapt established causal-intervention principles into a deterministic, infer…