2 papers
cs.AI2026
Hawk: Harnessing Hardware-Aware Knowledge for High-Performance NPU Kernel Generation
Junyi Wen, Ruiyan Zhuang, Yongjia Xu +7
Developing high-performance kernels for Neural Processing Units (NPUs) is a critical industry bottleneck, requiring developers to manually navigate implicit hardware constraints an…
cs.CL2025
Krul: Efficient State Restoration for Multi-turn Conversations with Dynamic Cross-layer KV Sharing
Junyi Wen, Junyuan Liang, Zicong Hong +3
Efficient state restoration in multi-turn conversations with large language models (LLMs) remains a critical challenge, primarily due to the overhead of recomputing or loading full…