Tengfei Xia

MLX: Multi-Layer Execution for Structured LLM Workload Acceleration on Spatial Architectures

Structured sparsity is a promising approach to scaling large-language-model (LLM) inference, but existing forms such as butterfly-structured sparse projections and transformations often map inefficiently to GPUs due to deep stage dependencies and limited bulk parallelism. This paper presents MLX, an algorithm–architect...