2026
SubspacePath Pruner: Inference-time Pruning via Probe-based Representation–Parameter Coupling
ICML 2026poster
Large-scale dedicated application of LLMs in diverse scenarios increasingly demands specialized model inference behavior under strict constraints of accuracy, latency, and memory. However, the heterogeneous and long-tailed nature of real-world specialized scenarios makes it difficult to obtain train…