2 papers
cs.NI2026
LATTICE: Constraint-Directed Scheduling, Memory Planning, and Pipeline Refinement for NPUs
Runhao Liu, Minnan Pei, Fei Ding +5
General-purpose NPUs execute fine-grained command DAGs across heterogeneous compute and memory-transfer engines backed by finite, explicitly managed on-chip memories. This executio…
cs.CE2025
Sound Constructive Refinement from Production Envelopes to Executable Manufacturing Schedules
Runhao Liu, Zhengyang Cheng, Gang Huang +8
Production planning and execution systems can interpret capacity, compatibility, material, and timing commitments differently. We treat this semantic boundary as a constructive ref…