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Junwei Yang
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A comprehensive survey on deep graph representation learning
W Ju, Z Fang, Y Gu, Z Liu, Q Long, Z Qiao, Y Qin, J Shen, F Sun, Z Xiao, ...
Neural Networks, 106207, 2024
1682024
Kgnn: Harnessing kernel-based networks for semi-supervised graph classification
W Ju, J Yang, M Qu, W Song, J Shen, M Zhang
Proceedings of the fifteenth ACM international conference on web search and …, 2022
442022
Ghnn: Graph harmonic neural networks for semi-supervised graph-level classification
W Ju, X Luo, Z Ma, J Yang, M Deng, M Zhang
Neural Networks 151, 70-79, 2022
432022
Poisoning medical knowledge using large language models
J Yang, H Xu, S Mirzoyan, T Chen, Z Liu, Z Liu, W Ju, L Liu, Z Xiao, ...
Nature Machine Intelligence 6 (10), 1156-1168, 2024
20*2024
Towards Graph Contrastive Learning: A Survey and Beyond
W Ju, Y Wang, Y Qin, Z Mao, Z Xiao, J Luo, J Yang, Y Gu, D Wang, ...
arXiv preprint arXiv:2405.11868, 2024
132024
MOL-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective
J Yang, K Zheng, S Long, Z Nie, M Zhang, X Dai, WY Ma, H Zhou
ICML 2024, 2024
42024
Pathway2text: Dataset and method for biomedical pathway description generation
J Yang, Z Liu, M Zhang, S Wang
Findings of the Association for Computational Linguistics: NAACL 2022, 1441-1454, 2022
22022
ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling
K Zheng, S Long, T Lu, J Yang, X Dai, M Zhang, Z Nie, WY Ma, H Zhou
ICML 2024, 0
2
Multi-Scale Protein Language Model for Unified Molecular Modeling
K Zheng, S Long, T Lu, J Yang, X Dai, M Zhang, Z Nie, WY Ma, H Zhou
ICML 2024, 2024
12024
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks
Z Liu, K Duan, J Yang, H Xu, M Zhang, S Wang
EMNLP 2022, 2022
12022
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