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NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-task Financial Forecasting



Linyi Yang , Jiazheng Li , Ruihai Dong , Yue Zhang , Barry Smyth

* Accepted to AAAI-22 

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AQP: An Open Modular Python Platform for Objective Speech and Audio Quality Metrics



Jack Geraghty , Jiazheng Li , Alessandro Ragano , Andrew Hines

* 5 pages, 3 figures, submitted to IEEE ICASSP 2022 

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Optimal Scheduling of Integrated Demand Response-Enabled Community Integrated Energy Systems in Uncertain Environments



Yang Li , Bin Wang , Zhen Yang , Jiazheng Li , Guoqing Li

* Accepted by IEEE Transactions on Industry Applications 

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Privacy-preserving Spatiotemporal Scenario Generation of Renewable Energies: A Federated Deep Generative Learning Approach



Yang Li , Jiazheng Li , Yi Wang

* Accepted by IEEE Transactions on Industrial Informatics 

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Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis



Linyi Yang , Jiazheng Li , Pádraig Cunningham , Yue Zhang , Barry Smyth , Ruihai Dong

* ACL-21, Main Conference, Long Paper 

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Deep Learning for Short-Term Voltage Stability Assessment of Power Systems



Meng Zhang , Jiazheng Li , Yang Li , Runnan Xu

* Accepted by IEEE Access 

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