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Mingguo He
Mingguo He
PhD student, Renmin University of China
ruc.edu.cn의 이메일 확인됨
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BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation
M He, Z Wei, Z Huang, H Xu
Advances in Neural Information Processing Systems (NeurIPS 2021), 2021
2422021
Convolutional Neural Networks on Graphs with Chebyshev Approximation, Revisited
M He, Z Wei, JR Wen
Advances in Neural Information Processing Systems (NeurIPS 2022), 2022
1402022
Approximate Graph Propagation
H Wang, M He, Z Wei, S Wang, Y Yuan, X Du, JR Wen
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
522021
Spectral heterogeneous graph convolutions via positive noncommutative polynomials
M He, Z Wei, S Feng, Z Huang, W Li, Y Sun, D Yu
Proceedings of the ACM on Web Conference 2024, 685–696, 2024
52024
Polyformer: Scalable node-wise filters via polynomial graph transformer
J Ma, M He, Z Wei
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024
22024
Boosting the Speed and Performance in Training Large-scale Heterogeneous Graph for OGB-LSC at NeurIPS 2022
Z Dong, PGL Team, H Chen, S Dai, Y Shi, W Li, Z Huang, M He, Z Fang, ...
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