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cs.LG2025
CAS-Spec: Cascade Adaptive Self-Speculative Decoding for On-the-Fly Lossless Inference Acceleration of LLMs
Zhiyuan Ning, Jiawei Shao, Ruge Xu +4
Speculative decoding has become a widely adopted as an effective technique for lossless inference acceleration when deploying large language models (LLMs). While on-the-fly self-sp…
cs.AR2025
DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness
Xiaotian Zhao, Zixuan Li, Yichen Cai +3
Dataflow is a critical yet underexplored factor in automatic macro placement, which is becoming increasingly important for developing intelligent design automation techniques that…
cs.AR2025
WISP: Image Segmentation-Based Whitespace Diagnosis for Optimal Rectilinear Floorplanning
Xiaotian Zhao, Zixuan Li, Yichen Cai +1
The increasing number of rectilinear floorplans in modern chip designs presents significant challenges for traditional macro placers due to the additional complexity introduced by…