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Haoyu Han
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STGCN: a spatial-temporal aware graph learning method for POI recommendation
H Han, M Zhang, M Hou, F Zhang, Z Wang, E Chen, H Wang, J Ma, Q Liu
2020 IEEE International Conference on Data Mining (ICDM), 1052-1057, 2020
422020
Constructing educational concept maps with multiple relationships from multi-source data
X Huang, Q Liu, C Wang, H Han, J Ma, E Chen, Y Su, S Wang
2019 IEEE International Conference on Data Mining (ICDM), 1108-1113, 2019
212019
Amazon-m2: A multilingual multi-locale shopping session dataset for recommendation and text generation
W Jin, H Mao, Z Li, H Jiang, C Luo, H Wen, H Han, H Lu, Z Wang, R Li, ...
Advances in Neural Information Processing Systems 36, 2024
172024
Demystifying Structural Disparity in Graph Neural Networks: Can One Size Fit All?
H Mao, Z Chen, W Jin, H Han, Y Ma, T Zhao, N Shah, J Tang
Advances in Neural Information Processing Systems 36, 2024
172024
Label-free node classification on graphs with large language models (llms)
Z Chen, H Mao, H Wen, H Han, W Jin, H Zhang, H Liu, J Tang
arXiv preprint arXiv:2310.04668, 2023
172023
Lazygnn: Large-scale graph neural networks via lazy propagation
R Xue, H Han, MA Torkamani, J Pei, X Liu
International Conference on Machine Learning, 38926-38937, 2023
122023
Alternately optimized graph neural networks
H Han, X Liu, H Mao, MA Torkamani, F Shi, V Lee, J Tang
International Conference on Machine Learning, 12411-12429, 2023
82023
Towards Label Position Bias in Graph Neural Networks
H Han, X Liu, F Shi, MA Torkamani, C Aggarwal, J Tang
Advances in Neural Information Processing Systems 36, 2024
22024
Enhancing Graph Representations Learning with Decorrelated Propagation
H Liu, H Han, W Jin, X Liu, H Liu
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
12023
Graph Neural Networks as Multi-View Learning
H Han, X Liu, H Mao, MA Torkamani, F Shi, V Lee, J Tang
12022
Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation
J Li, H Han, Z Chen, H Shomer, W Jin, A Javari, J Tang
arXiv preprint arXiv:2402.08921, 2024
2024
Mixture of Link Predictors
L Ma, H Han, J Li, H Shomer, H Liu, X Gao, J Tang
arXiv preprint arXiv:2402.08583, 2024
2024
Augment with Care: Enhancing Graph Contrastive Learning with Selective Spectrum Perturbation
K Yang, H Han, W Jin, H Liu
arXiv preprint arXiv:2310.13845, 2023
2023
Structural Fairness-aware Active Learning for Graph Neural Networks
H Han, X Liu, L Ma, MA Torkamani, H Liu, J Tang, M Yamada
The Twelfth International Conference on Learning Representations, 2023
2023
Large-Scale Graph Neural Networks: The Past and New Frontiers
R Xue, H Han, T Zhao, N Shah, J Tang, X Liu
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
2023
Inverse APPNP: Solution for OGB-LSC 2022 MAG240M
H Li, H Han, H Wen, W Jin, F Shi, V Lee, J Tang
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Articles 1–16