Siyue Xie

According to our database, Siyue Xie authored at least 13 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

PERT-GNN: Latency Prediction for Microservice-based Cloud-Native Applications via Graph Neural Networks.

Da Sun Handason Tam, Yang Liu, Huanle Xu, Siyue Xie, Wing Cheong Lau

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Violin: Virtual Overbridge Linking for Enhancing Semi-supervised Learning on Graphs with Limited Labels.

Siyue Xie, Da Sun Handason Tam, Wing Cheong Lau

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

GraphAdaMix: Enhancing Node Representations with Graph Adaptive Mixtures.

Da Sun Handason Tam, Siyue Xie, Wing Cheong Lau

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

CoCoS: Enhancing Semi-supervised Learning on Graphs with Unlabeled Data via Contrastive Context Sharing.

Siyue Xie, Da Sun Handason Tam, Wing Cheong Lau

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Facial Expression Recognition With Two-Branch Disentangled Generative Adversarial Network.

Siyue Xie, Haifeng Hu, Yizhen Chen

IEEE Trans. Circuits Syst. Video Technol., 2021

Graph Representation Learning with Adaptive Mixtures.

Da Sun Handason Tam, Siyue Xie, Wing Cheong Lau

Proceedings of the 2021 International Conference on Data Mining, 2021

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

Proceedings of the 2021 International Conference on Data Mining, 2021

2020

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

2019

Facial Expression Recognition Using Hierarchical Features With Deep Comprehensive Multipatches Aggregation Convolutional Neural Networks.

Siyue Xie, Haifeng Hu

IEEE Trans. Multim., 2019

Deep multi-path convolutional neural network joint with salient region attention for facial expression recognition.

Siyue Xie, Haifeng Hu, Yongbo Wu

Pattern Recognit., 2019

2018

Facial expression recognition using intra-class variation reduced features and manifold regularisation dictionary pair learning.

Siyue Xie, Haifeng Hu, Ziyu Yin

IET Comput. Vis., 2018

2017

Enhanced dictionary pair learning sparse representation model for facial expression classification.

Jianquan Gu, Haifeng Hu, Siyue Xie

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017