1 citations · 1 across the 2 of their papers we have counts for
4 papers
Residual Vector-based Reconstruction as Long-Context Recall Regardless of Context Window Size
MyungHoon Ryu, XinYu Piao, Jong-Kook Kim
Large language models (LLMs) process long contexts, including long documents and lengthy conversations, but face token-level memory usage that increases proportionally to input len…
P2Skill: Privacy Preserving Skill Distillation for Cloud-Local LLM Inference Systems
Myunghoon Ryu, Geunpyo Park, Sungjoon Lee +2
Cloud-local LLM inference systems have the potential to use the reasoning capability of large cloud models while protecting sensitive user data on personal devices. Cloud-bound req…
CroMe: Multimodal Fake News Detection using Cross-Modal Tri-Transformer and Metric Learning
Eunjee Choi, Junhyun Ahn, XinYu Piao +1
Multimodal Fake News Detection has received increasing attention recently. Existing methods rely on independently encoded unimodal data and overlook the advantages of capturing int…
Dataloader Parameter Tuner: An Automated Dataloader Parameter Tuner for Deep Learning Models
JooYoung Park, DoangJoo Synn, XinYu Piao +1
Deep learning has recently become one of the most compute/data-intensive methods and is widely used in many research areas and businesses. One of the critical challenges of deep le…