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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:10/0
  |  
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
CGNN: A Compatibility-aware Graph Neural Network for Social Media Bot Detection
期刊论文
IEEE Transactions on Computational Social System, 2024, 页码: Early Access
作者:
Huang, Haitao
;
Tian, Hu
;
Zheng, Xiaolong
;
Zhang, Xingwei
;
Zeng, Dajun
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  |  
浏览/下载:0/0
  |  
提交时间:2024/07/08
graph neural network
heterogeneous compatibility
social media bot detection
An Interpretable Image Denoising Framework via Dual Disentangled Representation Learning
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 1, 页码: 2016-2030
作者:
Liang, Yunji
;
Fan, Jiayuan
;
Zheng, Xiaolong
;
Wang, Yutong
;
Huangfu, Luwen
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  |  
浏览/下载:0/0
  |  
提交时间:2024/07/22
Meteorology
Task analysis
Image denoising
Noise reduction
Image restoration
Semantics
Robustness
Dual disentangled representation
adverse weather
image denoising
interpretability
robustness
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
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/11/16
DEA
insurance companies
leader-follower model
multiple periods
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
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  |  
浏览/下载:6/0
  |  
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
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/11/16
Transportation
Economics
Carbon dioxide
Energy consumption
Transportation industry
Analytical models
Renewable energy sources
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
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  |  
浏览/下载:6/0
  |  
提交时间:2023/11/17
Cross-modal retrieval
Adversarial training
Deep hashing model
Deep neural network
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:8/0
  |  
提交时间:2023/11/17
Gated recurrent unit
graph representation learning
learning dynamic dependencies
stock prediction system
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:2/0
  |  
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:10/0
  |  
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)
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