| 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 | 151 | 2024 |
| 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 | 44 | 2022 |
| 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 | 44 | 2022 |
| 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 | 25* | 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 | 19 | 2024 |
| 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 | 4 | 2024 |
| 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 | 3 | 2022 |
| 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 | 3* | |
| SMI-Editor: Edit-based SMILES Language Model with Fragment-level Supervision K Zheng, S Liang, J Yang, B Feng, Z Liu, W Ju, Z Xiao, M Zhang arXiv preprint arXiv:2412.05569, 2024 | 1 | 2024 |
| 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 | 1 | 2024 |
| 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 | 1 | 2022 |
| ExLM: Rethinking the Impact of [MASK] Tokens in Masked Language Models K Zheng, J Yang, S Liang, B Feng, Z Liu, W Ju, Z Xiao, M Zhang arXiv e-prints, arXiv: 2501.13397, 2025 | | 2025 |
Ming Zhang（张铭）Professor,Peking University在 pku.edu.cn 的电子邮件经过验证