2 papers
cs.AR2026
HyperCut: Fast Inter-Layer Scheduling via Directed Hypergraph and Early Filtering
Ziang Wei, Zirui Xu, Sufeng Guo +4
As deep neural networks (DNNs) continue to scale, inter-layer scheduling, which orchestrates the spatial allocation of compute resources and the temporal execution order across lay…
cs.AI2026
When Shared Rollouts Fail in Defensive Driving Evaluation: A NAVSIM Score Basis Audit
Ziang Wei, Minjun Yu, Zheyuan Lai +2
Defensive driving scores are useful only when they preserve distinctions between policies that observe surrounding actors and those that do not. Re-simulation benchmarks may use re…