no code implementations • 18 Nov 2023 • Duy Minh Ho Nguyen, Tan Ngoc Pham, Nghiem Tuong Diep, Nghi Quoc Phan, Quang Pham, Vinh Tong, Binh T. Nguyen, Ngan Hoang Le, Nhat Ho, Pengtao Xie, Daniel Sonntag, Mathias Niepert
Constructing a robust model that can effectively generalize to test samples under distribution shifts remains a significant challenge in the field of medical imaging.
1 code implementation • 17 Oct 2022 • Vinh Tong, Dat Quoc Nguyen, Trung Thanh Huynh, Tam Thanh Nguyen, Quoc Viet Hung Nguyen, Mathias Niepert
The proposed model combines two components that jointly accomplish KG completion and alignment.
Ranked #1 on Knowledge Graph Completion on DPB-5L (French)
1 code implementation • 16 Dec 2021 • Vinh Tong, Dai Quoc Nguyen, Dinh Phung, Dat Quoc Nguyen
WGE also constructs another single undirected graph from relation-focused constraints, which views entities and relations as nodes.
1 code implementation • 15 Apr 2021 • Dai Quoc Nguyen, Vinh Tong, Dinh Phung, Dat Quoc Nguyen
We introduce a novel embedding model, named NoGE, which aims to integrate co-occurrence among entities and relations into graph neural networks to improve knowledge graph completion (i. e., link prediction).