ติดตาม
Yu Guang Wang
Yu Guang Wang
Associate Professor, Shanghai Jiao Tong University, University of New South Wales
ยืนยันอีเมลแล้วที่ sjtu.edu.cn - หน้าแรก
ชื่อ
อ้างโดย
อ้างโดย
ปี
A study on effectiveness of extreme learning machine
Y Wang, F Cao, Y Yuan
Neurocomputing 74 (16), 2483-2490, 2011
3452011
Weisfeiler and Lehman Go Cellular: CW Networks
C Bodnar, F Frasca, N Otter, YG Wang, P Liò, G Montúfar, M Bronstein
NeurIPS 2021, 2021
3182021
Weisfeiler and Lehman go topological: Message passing simplicial networks
C Bodnar, F Frasca, YG Wang, N Otter, G Montúfar, P Lio, M Bronstein
ICML 2021 (Spotlight), 2021
3152021
Anomaly detection in dynamic graphs via transformer
Y Liu, S Pan, YG Wang, F Xiong, L Wang, Q Chen, VCS Lee
IEEE Transactions on Knowledge and Data Engineering 35 (12), 12081-12094, 2021
1152021
EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning
C Xu, RT Tan, Y Tan, S Chen, YG Wang, X Wang, Y Wang
CVPR 2023, 2023
1062023
Haar Graph Pooling
YG Wang, M Li, Z Ma, G Montufar, X Zhuang, Y Fan
ICML 2020, 2020
1042020
Path integral based convolution and pooling for graph neural networks
Z Ma, J Xuan, YG Wang, M Li, P Liò
Advances in Neural Information Processing Systems 33, 16421-16433, 2020
1002020
Fast Haar Transforms for Graph Neural Networks
M Li, Z Ma, YG Wang, X Zhuang
Neural Networks, 2020
812020
How framelets enhance graph neural networks
X Zheng, B Zhou, J Gao, YG Wang, P Lio, M Li, G Montúfar
ICML 2021 (Spotlight), 2021
792021
ACMP: Allen-Cahn Message Passing with Attractive and Repulsive Forces for Graph Neural Networks
Y Wang, K Yi, X Liu, YG Wang, S Jin
ICLR 2023 (Spotlight), 2023
75*2023
Guest editorial: Deep neural networks for graphs: Theory, models, algorithms, and applications
M Li, A Micheli, YG Wang, S Pan, P Lió, GS Gnecco, M Sanguineti
IEEE Transactions on Neural Networks and Learning Systems 35 (4), 4367-4372, 2024
742024
Cell graph neural networks enable the precise prediction of patient survival in gastric cancer
Y Wang, YG Wang, C Hu, M Li, Y Fan, N Otter, I Sam, H Gou, Y Hu, ...
NPJ precision oncology 6 (1), 45, 2022
61*2022
Oversquashing in gnns through the lens of information contraction and graph expansion
PK Banerjee, K Karhadkar, YG Wang, U Alon, G Montúfar
2022 58th Annual Allerton Conference on Communication, Control, and …, 2022
592022
Optimization approximation solution for regression problem based on extreme learning machine
Y Yuan, Y Wang, F Cao
Neurocomputing 74 (16), 2475-2482, 2011
572011
Graph denoising diffusion for inverse protein folding
K Yi, B Zhou, Y Shen, P Liò, YG Wang
NeurIPS 2023, 2023
492023
An iterative learning algorithm for feedforward neural networks with random weights
F Cao, D Wang, H Zhu, Y Wang
Information Sciences 328, 546-557, 2016
472016
Random point sets on the sphere — hole radii, covering, and separation
JS Brauchart, AB Reznikov, EB Saff, IH Sloan, YG Wang, RS Womersley
Experimental Mathematics 27 (1), 62-81, 2018
442018
A modified extreme learning machine with sigmoidal activation functions
ZX Chen, HY Zhu, YG Wang
Neural Computing and Applications 22, 541-550, 2013
442013
Decimated Framelet System on Graphs and Fast G-Framelet Transforms
X Zheng, B Zhou, YG Wang, X Zhuang
Journal of Machine Learning Research, 2022
422022
How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing
K Huang, YG Wang, M Li, P Lio
ICML 2024, 2024
382024
ระบบไม่สามารถดำเนินการได้ในขณะนี้ โปรดลองใหม่อีกครั้งในภายหลัง
บทความ 1–20