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| Achieving 500X Acceleration for Adversarial Robustness Verification of Tree-Based Smart Grid Dynamic Security Assessment 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 800-802 作者: Chao Ren; Chunran Zou; Zehui Xiong; Han Yu; Zhao-Yang Dong; Niyato Dusit Adobe PDF(469Kb)  |  收藏  |  浏览/下载:132/52  |  提交时间:2024/02/19 |
| Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631 作者: Qinghai Miao; Yisheng Lv; Min Huang; Xiao Wang; Fei-Yue Wang Adobe PDF(11937Kb)  |  收藏  |  浏览/下载:958/153  |  提交时间:2023/03/02 Machine learning parallel learning parallel systems sim-to-real syn-to-real virtual-to-real |
| A Primal-Dual SGD Algorithm for Distributed Nonconvex Optimization 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 812-833 作者: Xinlei Yi; Shengjun Zhang; Tao Yang; Tianyou Chai; Karl Henrik Johansson Adobe PDF(2533Kb)  |  收藏  |  浏览/下载:221/64  |  提交时间:2022/04/24 Distributed nonconvex optimization linear speedup Polyak-Łojasiewicz (P-Ł) condition primal-dual algorithm stochastic gradient descent |
| Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 205-234 作者: Xin Liu; Mingyu Yan; Lei Deng; Guoqi Li; Xiaochun Ye; Dongrui Fan Adobe PDF(2300Kb)  |  收藏  |  浏览/下载:254/54  |  提交时间:2021/11/03 Efficient training graph convolutional networks (GCNs) graph neural networks (GNNs) sampling method |
| Orientation Field Code Hashing: A Novel Method for Fast Palmprint Identification 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1038-1051 作者: Xi Chen; Ming Yu; Feng Yue; Bin Li Adobe PDF(9258Kb)  |  收藏  |  浏览/下载:200/28  |  提交时间:2021/04/09 Biometric system hashing orientation feature palmprint identification |
| Efficient and High-quality Recommendations via Momentum-incorporated Parallel Stochastic Gradient Descent-Based Learning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 402-411 作者: Xin Luo; Wen Qin; Ani Dong; Khaled Sedraoui; MengChu Zhou Adobe PDF(5091Kb)  |  收藏  |  浏览/下载:221/70  |  提交时间:2021/04/09 Big data industrial application industrial data latent factor analysis machine learning parallel algorithm recommender system (RS) stochastic gradient descent (SGD) |
| Multiagent Reinforcement Learning:Rollout and Policy Iteration 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 249-272 作者: Dimitri Bertsekas Adobe PDF(2312Kb)  |  收藏  |  浏览/下载:167/40  |  提交时间:2021/04/09 Dynamic programming multiagent problems neuro-dynamic programming policy iteration reinforcement learning, rollout |
| Path Planning for Intelligent Robots Based on Deep Q-learning With Experience Replay and Heuristic Knowledge 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1179-1189 作者: Lan Jiang; Hongyun Huang; Zuohua Ding Adobe PDF(1955Kb)  |  收藏  |  浏览/下载:134/52  |  提交时间:2021/03/11 Deep Q-learning (DQL) experience replay (ER) heuristic knowledge (HK) path planning |
| A Spatial-Temporal Attention Model forHuman Trajectory Prediction 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 965-974 作者: Xiaodong Zhao; Yaran Chen; Jin Guo; Dongbin Zhao Adobe PDF(42191Kb)  |  收藏  |  浏览/下载:147/33  |  提交时间:2021/03/11 Attention mechanism long-short term memory (LSTM) spatial-temporal model trajectory prediction |
| Post-Processing Time-Aware Optimal Scheduling of Single Robotic Cluster Tools 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 597-605 作者: QingHua Zhu; Yan Qiao; NaiQi Wu; Yan Hou Adobe PDF(3300Kb)  |  收藏  |  浏览/下载:184/65  |  提交时间:2021/03/11 Cluster tool discrete event systems optimization robotic systems scheduling |