Enhanced dictionary pair learning sparse representation model for facial expression classification. - Jianquan Gu; Haifeng Hu 001; Siyue Xie (ICIP, 2017)

Facial expression recognition using intra-class variation reduced features and manifold regularisation dictionary pair learning. - Siyue Xie; Haifeng Hu 001; Ziyu Yin (IET Comput. Vis., 2018)

Deep multi-path convolutional neural network joint with salient region attention for facial expression recognition. - Siyue Xie; Haifeng Hu 001; Yongbo Wu (Pattern Recognit., 2019)

Facial Expression Recognition Using Hierarchical Features With Deep Comprehensive Multipatches Aggregation Convolutional Neural Networks. - Siyue Xie; Haifeng Hu 001 (IEEE Trans. Multim., 2019)

GTEA: Representation Learning for Temporal Interaction Graphs via Edge Aggregation. - Yiming Li; Da Sun Handason Tam; Siyue Xie; Xiaxin Liu; Qiufang Ying; Wing Cheong Lau; Dah Ming Chiu; Shou Zhi Chen (CoRR, 2020)

Temporal Graph Representation Learning for Detecting Anomalies in E-payment Systems. - Yiming Li; Da Sun Handason Tam; Siyue Xie; Xiaxin Liu; Qiufang Ying; Wing Cheong Lau; Dah Ming Chiu; Shou Zhi Chen (ICDM (Workshops), 2021)

Graph Representation Learning with Adaptive Mixtures. - Da Sun Handason Tam; Siyue Xie; Wing Cheong Lau (ICDM (Workshops), 2021)

Facial Expression Recognition With Two-Branch Disentangled Generative Adversarial Network. - Siyue Xie; Haifeng Hu 001; Yizhen Chen (IEEE Trans. Circuits Syst. Video Technol., 2021)

CoCoS: Enhancing Semi-supervised Learning on Graphs with Unlabeled Data via Contrastive Context Sharing. - Siyue Xie; Da Sun Handason Tam; Wing Cheong Lau (AAAI, 2022)

GraphAdaMix: Enhancing Node Representations with Graph Adaptive Mixtures. - Da Sun Handason Tam; Siyue Xie; Wing Cheong Lau (AISTATS, 2022)

Violin: Virtual Overbridge Linking for Enhancing Semi-supervised Learning on Graphs with Limited Labels. - Siyue Xie; Da Sun Handason Tam; Wing Cheong Lau (IJCAI, 2023)

PERT-GNN: Latency Prediction for Microservice-based Cloud-Native Applications via Graph Neural Networks. - Da Sun Handason Tam; Yang Liu 263; Huanle Xu; Siyue Xie; Wing Cheong Lau (KDD, 2023)

GTEA: Inductive Representation Learning on Temporal Interaction Graphs via Temporal Edge Aggregation. - Siyue Xie; Yiming Li; Da Sun Handason Tam; Xiaxin Liu; Qiufang Ying; Wing Cheong Lau; Dah Ming Chiu; Shou Zhi Chen (PAKDD (2), 2023)

FastPERT: Towards Fast Microservice Application Latency Prediction via Structural Inductive Bias over PERT Networks. - Da Sun Handason Tam; Huanle Xu; Yang Liu 263; Siyue Xie; Wing Cheong Lau (AAAI, 2025)