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Xinyi Wu
Xinyi Wu
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
A non-asymptotic analysis of oversmoothing in graph neural networks
X Wu, Z Chen, W Wang, A Jadbabaie
ICLR 2023, 2022
412022
Demystifying Oversmoothing in Attention-Based Graph Neural Networks
X Wu, A Ajorlou, Z Wu, A Jadbabaie
NeurIPS 2023, spotlight, 2023
272023
On the Role of Attention Masks and LayerNorm in Transformers
X Wu, A Ajorlou, Y Wang, S Jegelka, A Jadbabaie
NeurIPS 2024, 2024
52024
Residual connections and normalization can provably prevent oversmoothing in gnns
M Scholkemper, X Wu, A Jadbabaie, MT Schaub
arXiv preprint arXiv:2406.02997, 2024
42024
Understanding and Scaling Collaborative Filtering Optimization from the Perspective of Matrix Rank
D Loveland, X Wu, T Zhao, D Koutra, N Shah, M Ju
arXiv preprint arXiv:2410.23300, 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
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Articles 1–7