2 papers
cs.LG2026
SeedFlood: A Step Toward Scalable Decentralized Training of LLMs
Jihun Kim, Namhoon Lee
This work presents a new approach to decentralized training-SeedFlood-designed to scale for large models across complex network topologies and achieve global consensus with minimal…
cs.LG2025
MemEIC: A Step Toward Continual and Compositional Knowledge Editing
Jin Seong, Jiyun Park, Wencke Liermann +5
The dynamic nature of information necessitates continuously updating large vision-language models (LVLMs). While recent knowledge editing techniques hint at promising directions, t…