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Xiaocao Ouyang

southwestern university of finance and economics

8H-index
27Paper Count
244Citation Count
Published Papers 13
Publication Date
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Structural knowledge-guided complex-noise handling for open intent classification
errNeural Networks
IF6.3
err2026-09-05
err0
PREAI
errYanhua Li; Xiaocao Ouyang; Jie Zhang; Chaofan Pan; Lingfei Ren; Xin Yang
errShare
errSave
DWDMixer: Detail-Aware Wavelet Decomposition and Mixing for Time Series Forecasting in IoT Systems
errIEEE Internet of Things Journal
IF8.9
err2026-05-25
err0
PREAI
errPengcheng Zhang; Wei Huang; Jie Wang; Ran Peng; Qiang Zhai; Xiaocao Ouyang
errShare
errSave
Federated Learning for Spatio-Temporal Data Mining: A Survey
errInformation Fusion
IF15.5
err2026-03-06
err0
PREAI
errWei Huang; Junling Chen; Zhan Lin; Feng Wang; Jie Wang; Dexian Wang; Xiaocao Ouyang; Tianrui Li; Junbo Zhang
errShare
errSave
Beneficial noise learning for open intent classification via granular-ball representation
errPattern Recognition
IF7.6
err2026-02-10
err0
PREAI
errYanhua Li; Xiaocao Ouyang; Jie Zhang; Chaofan Pan; Lingfei Ren; Xin Yang
errShare
errSave
A twin-branch decoupled network for multi-class unsupervised anomaly detection
errEngineering Applications of Artificial Intelligence
IF8
err2026-01-23
err0
PREAI
errBohan Wang; Jihong Wan; Jie Zhao; Xiaocao Ouyang; Xiaoping Li
errShare
errSave
Continual deep multi-view clustering via contrastive knowledge replay
errPattern Recognition
IF7.6
err2025-10-08
err0
PREAI
errHaoyang Liang; Bingjun Wei; Xuemei Cao; Jiafen Liu; Xiaocao Ouyang; Jiangtao Qiu; Hao Wang; Xin Yang; Tianrui Li
errShare
errSave
Enhancing cross-city spatio-temporal prediction via dynamic multi-scale hypergraph learning with domain adversarial training
errKnowledge-Based Systems
IF7.6
err2025-08-29
err0
PREAI
errXiaocao Ouyang; Yanhua Li; Jie Zhang; Xin Yang; Yan Yang; Junbo Zhang; Wei Huang; Tianrui Li; Zhiquan Liu
errShare
errSave
Robust open intent classification in many-shot and few-shot scenarios
errNeural Networks
IF6.3
err2025-08-07
err0
PREAI
errJingkai Wang; Xiangkun Wang; Jiafen Liu; Xiaocao Ouyang; Yanhua Li; Jie Zhang; Xin Yang
errShare
errSave
Enhancing few-sample spatio-temporal prediction via relational fusion-based hypergraph neural network
errINFORMATION FUSION
IF15.5
err2025-04-30
err0
PREAI
errOuyang, Xiaocao; Li, Yanhua; Guo, Dongyu; Huang, Wei; Yang, Xin; Yang, Yan; Zhang, Junbo
errShare
errSave
Multimodal federated learning: Concept, methods, applications and future directions
errINFORMATION FUSION
IF15.5
err2024-12-01
err0
PREAI
errHuang, Wei; Wang, Dexian; Ouyang, Xiaocao; Wan, Jihong; Liu, Jia; Li, Tianrui
errShare
errSave
CityTrans: Domain-Adversarial Training With Knowledge Transfer for Spatio-Temporal Prediction Across Cities
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-01-01
err2
PREAI
errOuyang, Xiaocao; Yang, Yan; Zhou, Wei; Zhang, Yiling; Wang, Hao; Huang, Wei
errShare
errSave
Domain adversarial graph neural network with cross-city graph structure learning for traffic prediction
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2023-10-01
err9
PREAI
errOuyang, Xiaocao; Yang, Yan; Zhang, Yiling; Zhou, Wei; Wan, Jihong; Du, Shengdong
errShare
errSave
Multi-city traffic flow forecasting via multi-task learning
errAPPLIED INTELLIGENCE
IF3.5
err2021-02-17
err25
PREAI
errZhang, Yiling; Yang, Yan; Zhou, Wei; Wang, Hao; Ouyang, Xiaocao
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
T
Tianrui Li
H-index: 80 · Papers: 1.2K
李
李艳华 (Yanhua Li)
H-index: 37 · Papers: 338
闫旸 cover
闫旸 (Yan Yang)
H-index: 33 · Papers: 258
J
Jie Zhang
H-index: 32 · Papers: 169
杨新 cover
杨新 (Xin Yang)
H-index: 30 · Papers: 188
View more