Volgen
Hao Yuan
Hao Yuan
Research Scientist, Meta Platforms, Inc.
Geverifieerd e-mailadres voor fb.com - Homepage
Titel
Geciteerd door
Geciteerd door
Jaar
Explainability in graph neural networks: A taxonomic survey
H Yuan, H Yu, S Gui, S Ji
IEEE transactions on pattern analysis and machine intelligence 45 (5), 5782-5799, 2022
4942022
Xgnn: Towards model-level explanations of graph neural networks
H Yuan, J Tang, X Hu, S Ji
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
3032020
On explainability of graph neural networks via subgraph explorations
H Yuan, H Yu, J Wang, K Li, S Ji
International conference on machine learning, 12241-12252, 2021
2902021
Structpool: Structured graph pooling via conditional random fields
H Yuan, S Ji
Proceedings of the 8th International Conference on Learning Representations, 2020
1712020
Pixel transposed convolutional networks
H Gao, H Yuan, Z Wang, S Ji
IEEE transactions on pattern analysis and machine intelligence 42 (5), 1218-1227, 2019
153*2019
Xfake: Explainable fake news detector with visualizations
F Yang, SK Pentyala, S Mohseni, M Du, H Yuan, R Linder, ED Ragan, S Ji, ...
The world wide web conference, 3600-3604, 2019
1352019
DIG: A turnkey library for diving into graph deep learning research
M Liu, Y Luo, L Wang, Y Xie, H Yuan, S Gui, H Yu, Z Xu, J Zhang, Y Liu, ...
Journal of Machine Learning Research 22 (240), 1-9, 2021
842021
Deep learning of high-order interactions for protein interface prediction
Y Liu, H Yuan, L Cai, S Ji
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
572020
Interpreting deep models for text analysis via optimization and regularization methods
H Yuan, Y Chen, X Hu, S Ji
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 5717-5724, 2019
422019
Global pixel transformers for virtual staining of microscopy images
Y Liu, H Yuan, Z Wang, S Ji
IEEE Transactions on Medical Imaging 39 (6), 2256-2266, 2020
372020
Shurui Gui, Haiyang Yu, Zhao Xu, Jingtun Zhang, Yi Liu, Keqiang Yan, Haoran Liu, Cong Fu, Bora M Oztekin, Xuan Zhang, and Shuiwang Ji. DIG: A turnkey library for diving into …
M Liu, Y Luo, L Wang, Y Xie, H Yuan
Journal of Machine Learning Research 22 (240), 1-9, 2021
332021
Computational modeling of cellular structures using conditional deep generative networks
H Yuan, L Cai, Z Wang, X Hu, S Zhang, S Ji
Bioinformatics 35 (12), 2141-2149, 2019
292019
Interpreting image classifiers by generating discrete masks
H Yuan, L Cai, X Hu, J Wang, S Ji
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (4), 2019-2030, 2020
242020
Learning hierarchical and shared features for improving 3D neuron reconstruction
H Yuan, N Zou, S Zhang, H Peng, S Ji
2019 IEEE International Conference on Data Mining (ICDM), 806-815, 2019
132019
Towards improved and interpretable deep metric learning via attentive grouping
X Xu, Z Wang, C Deng, H Yuan, S Ji
IEEE transactions on pattern analysis and machine intelligence 45 (1), 1189-1200, 2022
122022
Fast quantum property prediction via deeper 2d and 3d graph networks
M Liu, C Fu, X Zhang, L Wang, Y Xie, H Yuan, Y Luo, Z Xu, S Xu, S Ji
arXiv preprint arXiv:2106.08551, 2021
92021
Flowx: Towards explainable graph neural networks via message flows
S Gui, H Yuan, J Wang, Q Lao, K Li, S Ji
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
82023
Learning local and global multi-context representations for document classification
Y Liu, H Yuan, S Ji
2019 IEEE International Conference on Data Mining (ICDM), 1234-1239, 2019
72019
Budget-driven big data classification
Y Qian, H Yuan, M Gong
Advances in Artificial Intelligence: 28th Canadian Conference on Artificial …, 2015
72015
Node2seq: Towards trainable convolutions in graph neural networks
H Yuan, S Ji
arXiv preprint arXiv:2101.01849, 2021
62021
Het systeem kan de bewerking nu niet uitvoeren. Probeer het later opnieuw.
Artikelen 1–20