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Zero-shot language extension for dialogue state tracking via pre-trained models and multi-auxiliary-tasks fine-tuning 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2023, 卷号: 259, 页码: 14
Authors:  Xiang, Lu;  Zhao, Yang;  Zhu, Junnan;  Zhou, Yu;  Zong, Chengqing
Favorite  |  View/Download：3/0  |  Submit date：2023/03/20
Dialogue state tracking  Zero -shot language extension  Multilingual DST  Pre -trained models  Multi -auxiliary -tasks fine-tuning  
Detecting Vulnerability on IoT Device Firmware: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 25-41
Authors:  Xiaotao Feng;  Xiaogang Zhu;  Qing-Long Han;  Wei Zhou;  Sheng Wen;  Yang Xiang
Adobe PDF(3134Kb)  |  Favorite  |  View/Download：29/1  |  Submit date：2023/01/03
Firmware emulation  internet of things (IoT) firmware  network fuzzing  security  static analysis  
Remaining Useful Life Prediction With Partial Sensor Malfunctions Using Deep Adversarial Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 121-134
Authors:  Xiang Li;  Yixiao Xu;  Naipeng Li;  Bin Yang;  Yaguo Lei
Adobe PDF(2608Kb)  |  Favorite  |  View/Download：33/2  |  Submit date：2023/01/03
Adversarial training  data fusion  deep learning  remaining useful life (RUL) prediction  sensor malfunction  
Multi-target association algorithm of AIS-radar tracks using graph matching-based deep neural network 期刊论文
OCEAN ENGINEERING, 2022, 卷号: 266, 页码: 13
Authors:  Yang, Yipu;  Yang, Fan;  Sun, Liguo;  Xiang, Ti;  Lv, Pin
Favorite  |  View/Download：32/0  |  Submit date：2022/11/21
Automatic identification system (AIS)  Radar track association  Graph matching  Graph neural network  Optimal transport  
A Survey on Attack Detection and Resilience for Connected and Automated Vehicles: From Vehicle Dynamics and Control Perspective 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2022, 卷号: 7, 期号: 4, 页码: 815-837
Authors:  Ju, Zhiyang;  Zhang, Hui;  Li, Xiang;  Chen, Xiaoguang;  Han, Jinpeng;  Yang, Manzhi
Favorite  |  View/Download：2/0  |  Submit date：2023/03/20
Connected vehicles  Anomaly detection  Connected and automated vehicles  attack  anomaly detection  resilience strategy  safety and security  
Online Semisupervised Active Classification for Multiview PolSAR Data 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 6, 页码: 4415-4429
Authors:  Nie, Xiangli;  Fan, Mingyu;  Huang, Xiayuan;  Yang, Wenjing;  Zhang, Bo;  Ma, Xiaoshuang
Favorite  |  View/Download：53/0  |  Submit date：2022/07/25
Task analysis  Feature extraction  Heuristic algorithms  Data models  Manifolds  Semisupervised learning  Training  Online active learning  online multiview learning  online semisupervised learning (SSL)  polarimetric synthetic aperture radar (PolSAR) data classification  
Machine Learning for Structure Determination in Single-Particle Cryo-Electron Microscopy: A Systematic Review 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 452-472
Authors:  Wu, Jia-Geng;  Yan, Yang;  Zhang, Dong-Xu;  Liu, Bo-Wen;  Zheng, Qing-Bing;  Xie, Xiao-Liang;  Liu, Shi-Qi;  Ge, Sheng-Xiang;  Hou, Zeng-Guang;  Xia, Ning-Shao
Favorite  |  View/Download：66/0  |  Submit date：2022/03/17
Machine learning  Periodic structures  Task analysis  Proteins  Photomicrography  Coronaviruses  Machine learning algorithms  Clustering  deep learning (DL)  image processing  machine learning  neural network (NN)  single-particle cryo-electron microscopy (cryo-EM)  
Deep Learning Based Attack Detection for Cyber-Physical System Cybersecurity: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 377-391
Authors:  Jun Zhang;  Lei Pan;  Qing-Long Han;  Chao Chen;  Sheng Wen;  Yang Xiang
Adobe PDF(2314Kb)  |  Favorite  |  View/Download：46/6  |  Submit date：2022/03/09
Cyber-physical system  cybersecurity  deep learning  intrusion detection  pattern classification  
Parallel Factories for Smart Industrial Operations: From Big AI Models to Field Foundational Models and Scenarios Engineering 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2079-2086
Authors:  Jingwei Lu;  Xingxia Wang;  Xiang Cheng;  Jing Yang;  Oliver Kwan;  Xiao Wang
Adobe PDF(580Kb)  |  Favorite  |  View/Download：22/3  |  Submit date：2022/12/02
Cyber-physical-social system (CPSS)  Industry 5.0  Metaverses  Parallel factories  Parallel intelligence  
Robust Cross-lingual Task-oriented Dialogue 期刊论文
ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2021, 卷号: 20, 期号: 6, 页码: 24
Authors:  Xiang, Lu;  Zhu, Junnan;  Zhao, Yang;  Zhou, Yu;  Zong, Chengqing
Adobe PDF(1935Kb)  |  Favorite  |  View/Download：72/10  |  Submit date：2021/12/28
Cross-lingual  dialogue system  adversarial learning  knowledge  robustness