A non-asymptotic analysis of oversmoothing in graph neural networks X Wu, Z Chen, W Wang, A Jadbabaie ICLR 2023, 2022 | 33 | 2022 |
Demystifying Oversmoothing in Attention-Based Graph Neural Networks X Wu, A Ajorlou, Z Wu, A Jadbabaie NeurIPS 2023, spotlight, 2023 | 10 | 2023 |
Residual Connections and Normalization Can Provably Prevent Oversmoothing in GNNs M Scholkemper, X Wu, A Jadbabaie, M Schaub arXiv preprint arXiv:2406.02997, 2024 | | 2024 |
On the Role of Attention Masks and LayerNorm in Transformers X Wu, A Ajorlou, Y Wang, S Jegelka, A Jadbabaie arXiv preprint arXiv:2405.18781, 2024 | | 2024 |
What Are We Optimizing For? A Human-centric Evaluation of Deep Learning-based Movie Recommenders R Sun, X Wu, A Akella, R Kong, B Knijnenburg, JA Konstan arXiv preprint arXiv:2401.11632, 2024 | | 2024 |
Link Partitioning on Simplicial Complexes Using Higher-Order Laplacians X Wu, A Sarker, A Jadbabaie 2022 IEEE International Conference on Data Mining (ICDM), 1239-1244, 2022 | | 2022 |