2 papers
cs.NI2026
LATTICE: Constraint-Directed Scheduling, Memory Planning, and Pipeline Refinement for NPUs
Runhao Liu, Minman Pei, Peng Zheng +7
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.CE2026
From Production Envelopes to Executable Schedules: Sound Constructive Refinement for High-Mix Manufacturing
Runhao Liu, Zhengyang Cheng, Fei Ding +3
High-mix manufacturing systems require production plans that are both profitable and refinable into executable machine-level schedules under heterogeneous resources, mold-dependent…