Siyue Xie

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 13

Top Topics

Supervised Learning

Convolutional Neural Networks

Graph Representation

Top Venues

ICDM (Workshops)

Pattern Recognit.

Publications

Siyue Xie, Yiming Li, Da Sun Handason Tam, Xiaxin Liu, Qiufang Ying, Wing Cheong Lau, Dah Ming Chiu, Shou Zhi Chen
GTEA: Inductive Representation Learning on Temporal Interaction Graphs via Temporal Edge Aggregation. PAKDD (2) (2023)
Siyue Xie, Da Sun Handason Tam, Wing Cheong Lau
Violin: Virtual Overbridge Linking for Enhancing Semi-supervised Learning on Graphs with Limited Labels. IJCAI (2023)
Da Sun Handason Tam, Yang Liu, Huanle Xu, Siyue Xie, Wing Cheong Lau
PERT-GNN: Latency Prediction for Microservice-based Cloud-Native Applications via Graph Neural Networks. KDD (2023)
Da Sun Handason Tam, Siyue Xie, Wing Cheong Lau
GraphAdaMix: Enhancing Node Representations with Graph Adaptive Mixtures. AISTATS (2022)
Siyue Xie, Da Sun Handason Tam, Wing Cheong Lau
CoCoS: Enhancing Semi-supervised Learning on Graphs with Unlabeled Data via Contrastive Context Sharing. AAAI (2022)
Da Sun Handason Tam, Siyue Xie, Wing Cheong Lau
Graph Representation Learning with Adaptive Mixtures. ICDM (Workshops) (2021)
Yiming Li, Da Sun Handason Tam, Siyue Xie, Xiaxin Liu, Qiufang Ying, Wing Cheong Lau, Dah Ming Chiu, Shou Zhi Chen
Temporal Graph Representation Learning for Detecting Anomalies in E-payment Systems. ICDM (Workshops) (2021)
Siyue Xie, Haifeng Hu, Yizhen Chen
Facial Expression Recognition With Two-Branch Disentangled Generative Adversarial Network. IEEE Trans. Circuits Syst. Video Technol. 31 (6) (2021)
Yiming Li, Da Sun Handason Tam, Siyue Xie, Xiaxin Liu, Qiufang Ying, Wing Cheong Lau, Dah Ming Chiu, Shou Zhi Chen
GTEA: Representation Learning for Temporal Interaction Graphs via Edge Aggregation. CoRR (2020)
Siyue Xie, Haifeng Hu
Facial Expression Recognition Using Hierarchical Features With Deep Comprehensive Multipatches Aggregation Convolutional Neural Networks. IEEE Trans. Multim. 21 (1) (2019)
Siyue Xie, Haifeng Hu, Yongbo Wu
Deep multi-path convolutional neural network joint with salient region attention for facial expression recognition. Pattern Recognit. 92 (2019)
Siyue Xie, Haifeng Hu, Ziyu Yin
Facial expression recognition using intra-class variation reduced features and manifold regularisation dictionary pair learning. IET Comput. Vis. 12 (4) (2018)
Jianquan Gu, Haifeng Hu, Siyue Xie
Enhanced dictionary pair learning sparse representation model for facial expression classification. ICIP (2017)