2 papers
cs.AR2026
ChipLight: Cross-Layer Optimization of Chiplet Design with Optical Interconnects for LLM Training
Kangbo Bai, Zhantong Zhu, Yifan Ding +1
In large-scale distributed LLM training, communication between devices becomes the key performance bottleneck. Chiplet technology can integrate multiple dies into a package to scal…
cs.AR2025
EdgeMM: Multi-Core CPU with Heterogeneous AI-Extension and Activation-aware Weight Pruning for Multimodal LLMs at Edge
Kangbo Bai, Le Ye, Ru Huang +1
Emerging multimodal LLMs (MLLMs) exhibit strong cross-modality perception and reasoning capabilities and hold great potential for various applications at edge. However, MLLMs typic…