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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Note: I am still writing this post.
Jooyeon Kim, Dongkwan Kim, and Alice Oh. International Conference on Web Search and Data Mining (WSDM), 2019
Yeon Seonwoo, Sungjoon Park, Dongkwan Kim, and Alice Oh. Workshop on Noisy User-generated Text at EMNLP (EMNLP W-NUT), 2019
Dongkwan Kim and Alice Oh. Workshop on Graph Representation Learning at NeurIPS (NeurIPS GRL), 2019
Note: The full version is published at ICLR 2021.
Dongkwan Kim and Alice Oh. International Conference on Learning Representations (ICLR), 2021
One-sentence Summary: We propose a method that self-supervise graph attention through edges and it should be designed according to the average degree and homophily of graphs.
Dongkwan Kim and Alice Oh. Workshop on Geometrical and Topological Representation Learning at ICLR (ICLR GTRL), 2022
One-sentence Summary: We propose Subgraph-To-Node translation to efficiently learn representations of subgraphs by coarsely translating subgraphs into nodes.
Dongkwan Kim, Jiho Jin, Jaimeen Ahn and Alice Oh. International Conference on Information and Knowledge Management (CIKM, Short Papers Track), 2022