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Autonomous Platoon Control with Integrated Deep Reinforcement Learning and Dynamic Programming



Tong Liu , Lei Lei , Kan Zheng , Kuan Zhang


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On Calibration of Graph Neural Networks for Node Classification



Tong Liu , Yushan Liu , Marcel Hildebrandt , Mitchell Joblin , Hang Li , Volker Tresp

* Accepted by IJCNN 2022 (IEEE WCCI 2022) 

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Adaptive Pseudo-Siamese Policy Network for Temporal Knowledge Prediction



Pengpeng Shao , Tong Liu , Feihu Che , Dawei Zhang , Jianhua Tao


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Deep Reinforcement Learning Aided Platoon Control Relying on V2X Information



Lei Lei , Tong Liu , Kan Zheng , Lajos Hanzo


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Defending Against Adversarial Attack in ECG Classification with Adversarial Distillation Training



Jiahao Shao , Shijia Geng , Zhaoji Fu , Weilun Xu , Tong Liu , Shenda Hong


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On the evaluation of (meta-)solver approaches



Roberto Amadini , Maurizio Gabbrielli , Tong Liu , Jacopo Mauro


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Training a Bidirectional GAN-based One-Class Classifier for Network Intrusion Detection



Wen Xu , Julian Jang-Jaccard , Tong Liu , Fariza Sabrina

* 15 pages, 8 figures 

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From Known to Unknown: Knowledge-guided Transformer for Time-Series Sales Forecasting in Alibaba



Xinyuan Qi , Kai Hou , Tong Liu , Zhongzhong Yu , Sihao Hu , Wenwu Ou

* 8 pages, 7 figure 

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Fine-Grained Element Identification in Complaint Text of Internet Fraud



Tong Liu , Siyuan Wang , Jingchao Fu , Lei Chen , Zhongyu Wei , Yaqi Liu , Heng Ye , Liaosa Xu , Weiqiang Wan , Xuanjing Huang

* 5 pages, 5 figures, 3 tables accepted as a short paper to CIKM 2021 

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Multi-Level Graph Contrastive Learning



Pengpeng Shao , Tong Liu , Dawei Zhang , Jianhua Tao , Feihu Che , Guohua Yang


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