Search Results for author: Sumin Park

Found 3 papers, 1 papers with code

LoraMap: Harnessing the Power of LoRA Connections

no code implementations29 Aug 2024 Hyeryun Park, Jeongwon Kwak, Dongsuk Jang, Sumin Park, Jinwook Choi

Fact-checking techniques can mitigate hallucinations in Large Language Models (LLMs), a prominent issue in specialized domains.

Fact Checking

PANDA: Expanded Width-Aware Message Passing Beyond Rewiring

1 code implementation6 Jun 2024 Jeongwhan Choi, Sumin Park, Hyowon Wi, Sung-Bae Cho, Noseong Park

Recent research in the field of graph neural network (GNN) has identified a critical issue known as "over-squashing," resulting from the bottleneck phenomenon in graph structures, which impedes the propagation of long-range information.

Graph Classification Graph Neural Network +2

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