3 papers
cs.AR2025
CompAir: Synergizing Complementary PIMs and In-Transit NoC Computation for Efficient LLM Acceleration
Hongyi Li, Songchen Ma, Huanyu Qu +5
The rapid advancement of Large Language Models (LLMs) has revolutionized various aspects of human life, yet their immense computational and energy demands pose significant challeng…
cs.CV2024
Mixture of Prompt Learning for Vision Language Models
Yu Du, Tong Niu, Rong Zhao
As powerful pre-trained vision-language models (VLMs) like CLIP gain prominence, numerous studies have attempted to combine VLMs for downstream tasks. Among these, prompt learning…
cs.CL2024
General-purpose Dataflow Model with Neuromorphic Primitives
Weihao Zhang, Yu Du, Hongyi Li +2
Neuromorphic computing exhibits great potential to provide high-performance benefits in various applications beyond neural networks. However, a general-purpose program execution mo…