Prati
Cai Zhou
Naslov
Citirano
Citirano
Godina
From Relational Pooling to Subgraph GNNs: A Universal Framework for More Expressive Graph Neural Networks
C Zhou, X Wang, M Zhang
Proceedings of the 40th International Conference on Machine Learning 202 …, 2023
202023
Facilitating graph neural networks with random walk on simplicial complexes
C Zhou, X Wang, M Zhang
Advances in Neural Information Processing Systems 36, 2024
142024
Unifying Generation and Prediction on Graphs with Latent Graph Diffusion
C Zhou, X Wang, M Zhang
The Thirty-eighth Annual Conference on Neural Information Processing Systems …, 2024
6*2024
ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area
J Li, D Zhang, X Wang, Z Hao, J Lei, Q Tan, C Zhou, W Liu, W Wang, ...
arXiv preprint arXiv:2408.07246, 2024
6*2024
On the Theoretical Expressive Power and the Design Space of Higher-Order Graph Transformers
C Zhou, R Yu, Y Wang
Twenty-seventh International Conference on Artificial Intelligence and …, 2024
62024
FiTv2: Scalable and Improved Flexible Vision Transformer for Diffusion Model
Z Wang, Z Lu, D Huang, C Zhou, W Ouyang, L Bai
arXiv e-prints, arXiv: 2410.13925, 2024
52024
InfoPro: Locally Supervised Deep Learning by Maximizing Information Propagation
Y Wang, Z Ni, Y Pu, C Zhou, J Ying, S Song, G Huang
International Journal of Computer Vision, 1-31, 2024
2024
Towards Stable, Globally Expressive Graph Representations with Laplacian Eigenvectors
J Zhou, C Zhou, X Wang, P Li, M Zhang
arXiv preprint arXiv:2410.09737, 2024
2024
Geometric Representation Condition Improves Equivariant Molecule Generation
Z Li, C Zhou, X Wang, X Peng, M Zhang
arXiv preprint arXiv:2410.03655, 2024
2024
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