Graph convolutional networks meet markov random fields: Semi-supervised community detection in attribute networks D Jin, Z Liu, W Li, D He, W Zhang Proceedings of the AAAI conference on artificial intelligence 33 (01), 152-159, 2019 | 131 | 2019 |
AS-GCN: Adaptive semantic architecture of graph convolutional networks for text-rich networks Z Yu, D Jin, Z Liu, D He, X Wang, H Tong, J Han 2021 IEEE International Conference on Data Mining (ICDM), 837-846, 2021 | 55 | 2021 |
Robust detection of communities with multi-semantics in large attributed networks D Jin, Z Liu, D He, B Gabrys, K Musial Knowledge Science, Engineering and Management: 11th International Conference …, 2018 | 14 | 2018 |
BERT2DNN: BERT distillation with massive unlabeled data for online e-commerce search Y Jiang, Y Shang, Z Liu, H Shen, Y Xiao, S Xu, W Xiong, W Yan, D Jin 2020 IEEE International Conference on Data Mining (ICDM), 212-221, 2020 | 12 | 2020 |
Graph contrastive learning with generative adversarial network C Wu, C Wang, J Xu, Z Liu, K Zheng, X Wang, Y Song, K Gai Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 8 | 2023 |
NF-VGA: Incorporating Normalizing Flows into Graph Variational Autoencoder for Embedding Attribute Networks H Shan, D Jin, P Jiao, Z Liu, B Li, Y Huang 2020 IEEE International Conference on Data Mining (ICDM), 1244-1249, 2020 | 2 | 2020 |
Knowledge Distillation based Contextual Relevance Matching for E-commerce Product Search Z Liu, C Wang, H Feng, L Wu, L Yang EMNLP 2022, 2022 | 1 | 2022 |
Semi-Explicit MMoE via Heterogeneous Multi-Task Learning for Ranking Relevance Z Liu, J Chen, Y Jiang, Y Shang, W Xiong, S Xu, Z Cheng, B Long, L Wu, ... | 1 | 2021 |
面向带属性复杂网络的鲁棒, 强解释性社团发现方法 金弟, 刘子扬, 贺瑞芳, 王啸, 何东晓 计算机学报 41 (7), 1476-1489, 2018 | 1 | 2018 |
TeKo: Text-Rich Graph Neural Networks With External Knowledge Z Yu, D Jin, J Wei, Y Li, Z Liu, Y Shang, J Han, L Wu IEEE Transactions on Neural Networks and Learning Systems, 2023 | | 2023 |
Fast Unsupervised Graph Embedding via Graph Zoom Learning Z Liu, C Wang, Y Lou, H Feng 2023 IEEE 39th International Conference on Data Engineering (ICDE), 2551-2564, 2023 | | 2023 |
Embedding text-rich graph neural networks with sequence and topical semantic structures Z Yu, D Jin, Z Liu, D He, X Wang, H Tong, J Han Knowledge and Information Systems 65 (2), 613-640, 2023 | | 2023 |