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CASIA OpenIR

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New Paradigm for Economic and Financial Research With Generative AI: Impact and Perspective 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2024, 页码: 11
作者:  Zheng, Xiaolong;  Li, Jingyu;  Lu, Mengyao;  Wang, Fei-Yue
收藏  |  浏览/下载：27/0  |  提交时间：2024/02/22
Economics  Biological system modeling  Data models  Task analysis  Behavioral sciences  Big Data  Analytical models  finance  generative artificial intelligence (GAI)  reinforcement learning from human feedback (RLHF)  research paradigm  
Learning Dynamic Dependencies With Graph Evolution Recurrent Unit for Stock Predictions 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 13
作者:  Tian, Hu;  Zhang, Xingwei;  Zheng, Xiaolong;  Zeng, Daniel Dajun
收藏  |  浏览/下载：38/0  |  提交时间：2023/11/17
Gated recurrent unit  graph representation learning  learning dynamic dependencies  stock prediction system  
Boosting deep cross-modal retrieval hashing with adversarially robust training 期刊论文
APPLIED INTELLIGENCE, 2023, 页码: 13
作者:  Zhang, Xingwei;  Zheng, Xiaolong;  Mao, Wenji;  Zeng, Daniel Dajun
收藏  |  浏览/下载：78/0  |  提交时间：2023/11/17
Cross-modal retrieval  Adversarial training  Deep hashing model  Deep neural network  
The impact of treasury operations and off-balance-sheet credit business on commercial bank credit risk 期刊论文
JOURNAL OF RISK, 2023, 卷号: 25, 期号: 5, 页码: 23-50
作者:  Xie, Qiwei;  Cheng, Lu;  Li, Jingyu;  Zheng, Xiaolong
收藏  |  浏览/下载：28/0  |  提交时间：2023/11/17
risk integration  credit risk  commercial banks  risk dependency  vine copula  
Robust Monitor for Industrial IoT Condition Prediction 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2023, 卷号: 10, 期号: 10, 页码: 8618-8629
作者:  Zhang, Xingwei;  Tian, Hu;  Zheng, Xiaolong;  Zeng, Daniel Dajun
收藏  |  浏览/下载：48/0  |  提交时间：2023/11/17
Perturbation methods  Monitoring  Industrial Internet of Things  Training  Predictive models  Robustness  Temperature sensors  Adversarial perturbation  adversarial training  Industrial Internet of Things (IIoT)  machine learning (ML)  temporal convolutional network (TCN)  
Joint Defocus Deblurring and Superresolution Learning Network for Autonomous Driving 期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2023, 页码: 12
作者:  Wang, Rui;  Zhang, Chunjie;  Zheng, Xiaolong;  Lv, Yisheng;  Zhao, Yao
收藏  |  浏览/下载：79/0  |  提交时间：2023/11/16
Task analysis  Image reconstruction  Autonomous vehicles  Superresolution  Cameras  Visualization  Transformers  
Transportation Efficiency Evaluation Under the Policies of Energy Savings and Emissions Reduction 期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2023, 页码: 20
作者:  Xie, Qiwei;  Shi, Kun;  Wu, Xiao;  Huang, Wuling;  Zheng, Xiaolong;  Li, Yongjun
收藏  |  浏览/下载：83/0  |  提交时间：2023/11/16
Transportation  Economics  Carbon dioxide  Energy consumption  Transportation industry  Analytical models  Renewable energy sources  
Efficiency Evaluation of Insurance Companies From Multiperiod Perspective 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2023, 页码: 19
作者:  Xie, Qiwei;  Zhao, Mengfan;  Li, Rong;  Li, Wen;  Zheng, Xiaolong;  Li, Yongjun;  Qin, Rui;  Wang, Xiaojiong;  Wang, Fei-Yue
收藏  |  浏览/下载：86/0  |  提交时间：2023/11/16
DEA  insurance companies  leader-follower model  multiple periods  
Hashing Fake: Producing Adversarial Perturbation for Online Privacy Protection Against Automatic Retrieval Models 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 11
作者:  Zhang, Xingwei;  Zheng, Xiaolong;  Mao, Wenji;  Zeng, Daniel Dajun;  Wang, Fei-Yue
收藏  |  浏览/下载：218/0  |  提交时间：2022/11/14
Perturbation methods  Semantics  Computational modeling  Codes  Task analysis  Privacy  Software  Adversarial perturbation  deep neural network (DNN)  privacy protection  semantic retrieval  
Towards Human-Machine Recognition Alignment: An Adversarilly Robust Multimodal Retrieval Hashing Framework 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 13
作者:  Zhang, Xingwei;  Zheng, Xiaolong;  Liu, Bin;  Wang, Xiao;  Mao, Wenji;  Zeng, Daniel Dajun;  Wang, Fei-Yue
收藏  |  浏览/下载：186/0  |  提交时间：2022/11/14
Training  Task analysis  Semantics  Perturbation methods  Feature extraction  Computational modeling  Robustness  Adversarial perturbation  adversarially robust training  deep hashing  multimodal retrieval