Jingyao Wu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 24

Top Topics

Prediction Accuracy

Top Venues

IEEE Trans. Ind. Informatics

Publications

Jingyao Wu, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah
Dual-Constrained Dynamical Neural ODEs for Ambiguity-aware Continuous Emotion Prediction. CoRR (2024)
Chenye Hu, Jiaxin Ren, Jingyao Wu, Hong Xu, Chuang Sun, Ruqiang Yan
NorCLR: A Normality-Aggregated Contrastive Learning Framework for Mechanical Anomaly Detection. I2MTC (2024)
Jingyao Wu, Hongbing Shang, Chuang Sun, Ruqiang Yan, Xuefeng Chen
Information-Imbalance Learning With Hazard-Sensitive Loss for Machine Fault Diagnosis. IEEE Trans. Instrum. Meas. 73 (2024)
Peng Li, Jiayin Zhao, Jingyao Wu, Chao Deng, Yuqi Han, Haoqian Wang, Tao Yu
OPAL: Occlusion Pattern Aware Loss for Unsupervised Light Field Disparity Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 46 (2) (2024)
Jingyao Wu, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah
Belief Mismatch Coefficient (BMC): A Novel Interpretable Measure of Prediction Accuracy for Ambiguous Emotion States. ACII (2023)
Jian Chen, Jingyao Wu, Hao Yin, Qiang Li, Wensheng Zhang, Chen Wang
Class-Targeted Poisoning Attacks against DNNs. TrustCom (2023)
Jingyao Wu, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah
From Interval to Ordinal: A HMM based Approach for Emotion Label Conversion. INTERSPEECH (2023)
Chenye Hu, Jingyao Wu, Chuang Sun, Xuefeng Chen, Ruqiang Yan
Intelligent temporal detection network for boundary-sensitive flight regime recognition. Eng. Appl. Artif. Intell. 126 (2023)
Chenye Hu, Jingyao Wu, Chuang Sun, Ruqiang Yan, Xuefeng Chen
Interinstance and Intratemporal Self-Supervised Learning With Few Labeled Data for Fault Diagnosis. IEEE Trans. Ind. Informatics 19 (5) (2023)
Jingyao Wu, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah
A Novel Markovian Framework for Integrating Absolute and Relative Ordinal Emotion Information. IEEE Trans. Affect. Comput. 14 (3) (2023)
Ting Dang, Antoni Dimitriadis, Jingyao Wu, Vidhyasaharan Sethu, Eliathamby Ambikairajah
Constrained Dynamical Neural ODE for Time Series Modelling: A Case Study on Continuous Emotion Prediction. ICASSP (2023)
Hongbing Shang, Jingyao Wu, Chuang Sun, Jinxin Liu, Xuefeng Chen, Ruqiang Yan
Global Prior Transformer Network in Intelligent Borescope Inspection for Surface Damage Detection of Aeroengine Blade. IEEE Trans. Ind. Informatics 19 (8) (2023)
Jingyao Wu, Chenye Hu, Chuang Sun, Xuefeng Chen, Ruqiang Yan
Aircraft flight regime recognition with deep temporal segmentation neural network. Eng. Appl. Artif. Intell. 120 (2023)
Peng Li, Jiayin Zhao, Jingyao Wu, Chao Deng, Haoqian Wang, Tao Yu
OPAL: Occlusion Pattern Aware Loss for Unsupervised Light Field Disparity Estimation. CoRR (2022)
Jingyao Wu, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah
A Novel Sequential Monte Carlo Framework for Predicting Ambiguous Emotion States. ICASSP (2022)
Tianping Deng, Jingyao Wu, Lin Zhang
The Analysis of Student Experimental Behavior Based on Multi-source Information Fusion. TALE (2022)
Jingyao Wu, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah
Multimodal Affect Models: An Investigation of Relative Salience of Audio and Visual Cues for Emotion Prediction. Frontiers Comput. Sci. 3 (2021)
Jingyao Wu, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen
Learning from Class-imbalanced Data with a Model-Agnostic Framework for Machine Intelligent Diagnosis. Reliab. Eng. Syst. Saf. 216 (2021)
Jingyao Wu, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah
A Novel Markovian Framework for Integrating Absolute and Relative Ordinal Emotion Information. CoRR (2021)
Jingyao Wu, Zhibin Zhao, Hongbing Shang, Chuang Sun, Ruqiang Yan, Xuefeng Chen
Machine Anomaly Detection under Changing Working Condition with Syncretic Self-Regression Auto-Encoder. I2MTC (2021)
Zhibin Zhao, Tianfu Li, Jingyao Wu, Chuang Sun, Shibin Wang, Ruqiang Yan, Xuefeng Chen
Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study. CoRR (2020)
Jingyao Wu, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen
Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection. IEEE Trans. Ind. Informatics 16 (12) (2020)
Jiaxin He, Jingyao Wu, Guangchi Yuan, Yuki Todo
Dendritic Branches of DNM Help to Improve Approximation accuracy. ICSAI (2019)
Jingyao Wu, Jiaxin He, Yuki Todo
The dendritic neuron model is a universal approximator. ICSAI (2019)