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| Mitigating Spurious Correlations for Self-supervised Recommendation 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 263-275
作者: Xin-Yu Lin; Yi-Yan Xu; Wen-Jie Wang; Yang Zhang ; Fu-Li Feng
 Adobe PDF(2244Kb) |  收藏 | 浏览/下载：0/0 | 提交时间：2024/04/23
Self-supervised recommendation spurious correlations spurious features invariant feature learning contrastive learning |
| Pre-training in Medical Data: A Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 147-149
作者: Yixuan Qiu; Feng Lin; Weitong Chen; Miao Xu
Adobe PDF(2262Kb) | 收藏 | 浏览/下载：0/0 | 提交时间：2024/04/23
Medical data pre-training transfer learning self-supervised learning medical image data electrocardiograms (ECG) data |
| Causal Reasoning Meets Visual Representation Learning: A Prospective Study 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 485-511
作者: Yang Liu; Yu-Shen Wei; Hong Yan; Guan-Bin Li; Liang Lin
Adobe PDF(3224Kb) | 收藏 | 浏览/下载：3/0 | 提交时间：2024/04/23
Causal reasoning visual representation learning reliable artificial intelligence spatial-temporal data multi-modal analysis |
| A Novel Attention-based Global and Local Information Fusion Neural Network for Group Recommendation 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 4, 页码: 331-346
作者: Song Zhang; Nan Zheng; Dan-Li Wang
 Adobe PDF(1317Kb) | 收藏 | 浏览/下载：1/1 | 提交时间：2024/04/23
Group recommendation attentive neural network (ANN) global information local information recommender system |
| A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 824-850
作者: M. Victoria Luzón; Nuria Rodríguez-Barroso; Alberto Argente-Garrido; Daniel Jiménez-López; Jose M. Moyano; Javier Del Ser; Weiping Ding; Francisco Herrera
Adobe PDF(4602Kb) | 收藏 | 浏览/下载：17/4 | 提交时间：2024/03/18
Data privacy distributed machine learning federated learning software frameworks |
| GraphCA: Learning From Graph Counterfactual Augmentation for Knowledge Tracing 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2108-2123
作者: Xinhua Wang; Shasha Zhao; Lei Guo; Lei Zhu; Chaoran Cui; Liancheng Xu
Adobe PDF(1627Kb) | 收藏 | 浏览/下载：77/33 | 提交时间：2023/09/22
Contrastive learning counterfactual representation graph neural network knowledge tracing |
| Second-Order Global Attention Networks for Graph Classification and Regression 会议论文
, Beijing, China, August 27-28, 2022
作者: Hu Fenyu; Cui Zeyu; Wu Shu; Liu Qiang; Wu Jinlin; Wang Liang; Tan Tieniu
Adobe PDF(69424Kb) | 收藏 | 浏览/下载：174/67 | 提交时间：2023/07/06 |
| Personalized graph neural networks with attention mechanism for session-aware recommendation 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2020, 卷号: 34, 期号: 8, 页码: 3946-3957
作者: Mengqi Zhang; Shu Wu; Meng Gao; Xin Jiang; Ke Xu; Liang Wang
Adobe PDF(1277Kb) | 收藏 | 浏览/下载：108/43 | 提交时间：2023/07/03 |
| 基于结构信息增强的图神经网络研究 学位论文
, 2023
作者: 呼奋宇
Adobe PDF(4023Kb) | 收藏 | 浏览/下载：80/2 | 提交时间：2023/07/03
图神经网络 结构信息 邻居交互 注意力机制 多专家融合 多任务学习 |
| Learning Latent Relations for Temporal Knowledge Graph Reasoning 会议论文
, Toronto, Canada, 2023-7-9
作者: Mengqi Zhang; Yuwei Xia; Qiang Liu; Shu Wu; Liang Wang
Adobe PDF(1574Kb) | 收藏 | 浏览/下载：318/213 | 提交时间：2023/07/03 |
