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Community-aware Graph Transformer (CGT) 연구에 대한 회고
Community 구조를 활용한 Disassortative 및 Heterophilic 그래프 핸들링에 대한 고민들
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One NS-CUK paper accepted for IEEE TNSE
Members of the Network Science Lab at the Catholic University of Korea submitted one paper on mitigating the degree bias problem in the message passing mechanism to the IEEE TNSE (Transactions on Network Science and Engineering) and was accepted.
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Unified Graph Transformer (UGT) 연구에 대한 회고
Disassortative 및 Heterophilic 그래프 핸들링에 대한 고민들
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Van Thuy Hoang won the Best Award in the 22nd Graduate School Academic Awards
Van Thuy Hoang, a doctoral student at the Network Science Lab @ CUK, received the Best Award (최우수상) at the 22nd Graduate School Academic Awards (제22회 대학원 학술상) Ceremony for his outstanding research in graph learning, highlighting the lab's leadership in graph ML.
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One NS-CUK paper presented at AAAI'25
Members of the Network Science Lab at the Catholic University of Korea presented a paper on pre-training molecular graph neural networks at the 39th AAAI Conference on Artificial Intelligence (AAAI 2025).