GNUMAP: A Parameter-Free Approach to Unsupervised Dimensionality Reduction via Graph Neural Networksby Jihee You, So…
Improving PINNs By Algebraic Inclusion of Boundary and Initial Conditionsby Mohan Ren, Zhihao Fang, Keren…
Adaptive Self-supervised Robust Clustering for Unstructured Data with Unknown Cluster Numberby Chen-Lu Ding, Jiancan Wu,…
Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimationby Shiyuan Li, Yixin Liu, Qingfeng…
Can Modifying Data Address Graph Domain Adaptation?by Renhong Huang, Jiarong Xu, Xin Jiang, Ruichuan An,…
Graph-based Unsupervised Disentangled Representation Learning via Multimodal Large Language Modelsby Baao Xie, Qiuyu Chen, Yunnan…
A Class-aware Optimal Transport Approach with Higher-Order Moment Matching for Unsupervised Domain Adaptationby Tuan Nguyen,…