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Chenqing (William) Hua
Chenqing (William) Hua
McGill University; MILA
Verified email at mail.mcgill.ca - Homepage
Title
Cited by
Cited by
Year
Revisiting heterophily for graph neural networks
S Luan, C Hua, Q Lu, J Zhu, M Zhao, S Zhang, XW Chang, D Precup
Advances in neural information processing systems 35, 1362-1375, 2022
1182022
Is heterophily a real nightmare for graph neural networks to do node classification?
S Luan, C Hua, Q Lu, J Zhu, M Zhao, S Zhang, XW Chang, D Precup
arXiv preprint arXiv:2109.05641, 2021
1052021
Complete the missing half: Augmenting aggregation filtering with diversification for graph convolutional networks
S Luan, M Zhao, C Hua, XW Chang, D Precup
arXiv preprint arXiv:2008.08844, 2020
342020
When do graph neural networks help with node classification: Investigating the homophily principle on node distinguishability
S Luan, C Hua, M Xu, Q Lu, J Zhu, XW Chang, J Fu, J Leskovec, D Precup
37th Advances in Neural Information Processing Systems (NeurIPS 2023), 2023
302023
When do we need graph neural networks for node classification?
S Luan, C Hua, Q Lu, J Zhu, XW Chang, D Precup
International Conference on Complex Networks and Their Applications, 37-48, 2023
22*2023
MUDiff: Unified Diffusion for Complete Molecule Generation
C Hua, S Luan, M Xu, R Ying, J Fu, S Ermon, D Precup
2nd Learning on Graph Conference (LoG 2023), 2023
172023
High-Order Pooling for Graph Neural Networks with Tensor Decomposition
C Hua, G Rabusseau, J Tang
36th Advances in Neural Information Processing Systems (NeurIPS 2022), 2022
172022
Graph neural networks intersect probabilistic graphical models: A survey
C Hua, S Luan, Q Zhang, J Fu
arXiv preprint arXiv:2206.06089, 2022
52022
Complete the Missing Half: Augmenting Aggregation Filtering with Diversification for Graph Convolutional Neural Networks
S Luan, M Zhao, C Hua, XW Chang, D Precup
arXiv preprint arXiv:2212.10822, 2022
32022
Multi-dataset multi-task framework for learning molecules and protein-target interactions properties
C Hua, S Luan, J Fu, D Precup
12022
Deep Geometry Handling and Fragment-wise Molecular 3D Graph Generation
O Zhang, Y Huang, S Cheng, M Yu, X Zhang, H Lin, Y Zeng, M Wang, ...
arXiv preprint arXiv:2404.00014, 2024
2024
Effective Protein-Protein Interaction Exploration with PPIretrieval
C Hua, C Coley, G Wolf, D Precup, S Zheng
arXiv preprint arXiv:2402.03675, 2024
2024
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Articles 1–12