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| Toward Human-centered XAI in Practice: A survey 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 740-770
作者: Xiangwei Kong; Shujie Liu; Luhao Zhu
 Adobe PDF(1550Kb) |  收藏 | 浏览/下载：11/1 | 提交时间：2024/07/18
Artificial intelligence (AI) application explainable AI (XAI) human-centered design visual computing medical diagnosis |
| Constraints Separation Based Evolutionary Multitasking for Constrained Multi-Objective Optimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1819-1835
作者: Kangjia Qiao; Jing Liang ; Kunjie Yu; Xuanxuan Ban; Caitong Yue; Boyang Qu; Ponnuthurai Nagaratnam Suganthan
Adobe PDF(2750Kb) | 收藏 | 浏览/下载：16/6 | 提交时间：2024/07/16
Constrained multi-objective optimization (CMOPs) evolutionary multitasking knowledge transfer single constraint |
| Learning State-Specific Action Masks for Reinforcement Learning 期刊论文
Algorithms, 2024, 卷号: 17, 期号: 2, 页码: 60
作者: Wang ZY(王梓薏); Li XR(李欣然); Sun LY(孙罗洋); Zhang HF(张海峰); Liu HL(刘华林); Jun Wang
Adobe PDF(2976Kb) | 收藏 | 浏览/下载：35/15 | 提交时间：2024/07/05
reinforcement learning exploration efficiency space reduction |
| 基于表征学习的离线强化学习方法研究综述 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 6, 页码: 1104-1128
作者: 王雪松; 王荣荣; 程玉虎
Adobe PDF(3333Kb) | 收藏 | 浏览/下载：15/10 | 提交时间：2024/07/02
强化学习 离线强化学习 表征学习 历史经验数据 分布偏移 |
| GraphFM: Graph Factorization Machines for Feature Interaction Modeling 期刊论文
Machine Intelligence Research, 2024, 页码: 1
作者: Shu Wu; Zekun Li; Yunyue Su; Zeyu Cui; Xiaoyu Zhang; Liang Wang
Adobe PDF(7938Kb) | 收藏 | 浏览/下载：34/8 | 提交时间：2024/06/21 |
| Improving Multi-Task GNNs for Molecular Property Prediction via Missing Label Imputation 期刊论文
Machine Intelligence Research, 2023, 页码: 1-31
作者: Fenyu Hu; Dingshuo Chen; Qiang Liu; Shu Wu
Adobe PDF(5659Kb) | 收藏 | 浏览/下载：31/11 | 提交时间：2024/06/21 |
| Out-of-distribution Evidence-aware Fake News Detection via Dual Adversarial Debiasing 期刊论文
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024, 页码: 1-13
作者: Qiang Liu; Junfei Wu; Shu Wu; Liang Wang
Adobe PDF(1303Kb) | 收藏 | 浏览/下载：27/7 | 提交时间：2024/06/21 |
| Adversarial Contrastive Learning for Evidence-aware Fake News Detection with Graph Neural Networks 期刊论文
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023, 页码: 1-14
作者: Junfei Wu; Weizhi Xu; Qiang Liu; Shu Wu; Liang Wang
Adobe PDF(4374Kb) | 收藏 | 浏览/下载：28/6 | 提交时间：2024/06/21 |
| Stage-Aware Hierarchical Attentive Relational Network for Diagnosis Prediction 期刊论文
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023, 卷号: 36, 期号: 4, 页码: 1773-1784
作者: Liping Wang; Qiang Liu; Mengqi Zhang; Yaxuan Hu; Shu Wu; Liang Wang
Adobe PDF(2088Kb) | 收藏 | 浏览/下载：38/14 | 提交时间：2024/06/21
Medical diagnostic imaging Knowledge graphs Ontologies Codes Data models Predictive models Graph neural networks Diagnosis prediction electronic health record knowledge graph relational graph neural network |
| A Unified Framework Based on Graph Consensus Term for Multiview Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 卷号: 35, 期号: 3, 页码: 3964 - 3977
作者: Xiangzhu Meng; Lin Feng; Chonghui Guo; Huibing Wang; Shu Wu
Adobe PDF(4280Kb) | 收藏 | 浏览/下载：22/9 | 提交时间：2024/06/21 |
