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Yi Liu
Yi Liu
Assistant Professor at Stony Brook University
在 stonybrook.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Spherical message passing for 3D molecular graphs
Y Liu, L Wang, M Liu, X Zhang, B Oztekin, S Ji
International Conference on Learning Representations 2022, 2022
256*2022
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
121*2021
Topology-aware graph pooling networks
H Gao*, Y Liu*, S Ji
IEEE Transactions on Pattern Analysis and Machine Intelligence 43 (12), 4512 …, 2021
832021
Periodic Graph Transformers for Crystal Material Property Prediction
K Yan, Y Liu*, Y Lin, S Ji*
Neural Information Processing Systems 2022, 2022
712022
ComENet: Towards Complete and Efficient Message Passing for 3D Molecular Graphs
L Wang*, Y Liu*, Y Lin, H Liu, S Ji
Neural Information Processing Systems 2022, 2022
652022
Artificial intelligence for science in quantum, atomistic, and continuum systems
X Zhang, L Wang, J Helwig, Y Luo, C Fu, Y Xie, M Liu, Y Lin, Z Xu, K Yan, ...
arXiv preprint arXiv:2307.08423, 2023
642023
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
612020
Machine Learning Explanations to Prevent Overtrust in Fake News Detection
S Mohseni, F Yang, S Pentyala, M Du, Y Liu, N Lupfer, X Hu, S Ji, ...
International AAAI Conference on Web and Social Media (ICWSM 2021), 2020
482020
Learning Hierarchical Protein Representations via Complete 3D Graph Networks
L Wang*, H Liu*, Y Liu*, J Kurtin, S Ji
The Eleventh International Conference on Learning Representations, 0
44*
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
402020
Efficient approximations of complete interatomic potentials for crystal property prediction
Y Lin, K Yan, Y Luo, Y Liu, X Qian, S Ji
International Conference on Machine Learning, 21260-21287, 2023
182023
CleftNet: augmented deep learning for synaptic cleft detection from brain electron microscopy
Y Liu, S Ji
IEEE transactions on medical imaging 40 (12), 3507-3518, 2021
132021
Trust Evolution Over Time in Explainable AI for Fake News Detection
ER Sina Mohseni, Fan Yang, Shiva Pentyala, Mengnan Du, Yi Liu, Nic Lupfer ...
CHI 2020 Workshop on Fair & Responsible AI, 2020
7*2020
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
A multi-stage attentive transfer learning framework for improving COVID-19 diagnosis
Y Liu, S Ji
arXiv preprint arXiv:2101.05410, 2021
62021
Frontiers of Graph Neural Networks with DIG
S Ji, M Liu, Y Liu, Y Luo, L Wang, Y Xie, Z Xu, H Yu
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
2022
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