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Siyue Xie
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2020 – today
- 2023
- [c8]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: 4451-4459 - [c7]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: 2155-2165 - [c6]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: 28-39 - 2022
- [c5]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: 4272-4280 - [c4]Da Sun Handason Tam, Siyue Xie
, Wing Cheong Lau:
GraphAdaMix: Enhancing Node Representations with Graph Adaptive Mixtures. AISTATS 2022: 9890-9907 - 2021
- [j4]Siyue Xie
, Haifeng Hu
, Yizhen Chen
:
Facial Expression Recognition With Two-Branch Disentangled Generative Adversarial Network. IEEE Trans. Circuits Syst. Video Technol. 31(6): 2359-2371 (2021) - [c3]Da Sun Handason Tam, Siyue Xie
, Wing Cheong Lau:
Graph Representation Learning with Adaptive Mixtures. ICDM (Workshops) 2021: 711-718 - [c2]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: 983-990 - 2020
- [i1]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 abs/2009.05266 (2020)
2010 – 2019
- 2019
- [j3]Siyue Xie
, Haifeng Hu
, Yongbo Wu:
Deep multi-path convolutional neural network joint with salient region attention for facial expression recognition. Pattern Recognit. 92: 177-191 (2019) - [j2]Siyue Xie
, Haifeng Hu
:
Facial Expression Recognition Using Hierarchical Features With Deep Comprehensive Multipatches Aggregation Convolutional Neural Networks. IEEE Trans. Multim. 21(1): 211-220 (2019) - 2018
- [j1]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): 458-465 (2018) - 2017
- [c1]Jianquan Gu, Haifeng Hu
, Siyue Xie
:
Enhanced dictionary pair learning sparse representation model for facial expression classification. ICIP 2017: 4467-4471
Coauthor Index
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