Graph Neural Networks for Graphs with Heterophily: A Survey X Zheng, Y Liu, S Pan, M Zhang, D Jin, PS Yu
arXiv preprint arXiv:2202.07082, 2022
143 2022 A survey of deep facial attribute analysis X Zheng, Y Guo, H Huang, Y Li, R He
International Journal of Computer Vision 128, 2002-2034, 2020
77 2020 Partial multi-view subspace clustering N Xu, Y Guo, X Zheng, Q Wang, X Luo
Proceedings of the 26th ACM International conference on multimedia, 1794-1801, 2018
50 2018 Moiré pattern removal with multi-scale feature enhancing network T Gao, Y Guo, X Zheng, Q Wang, X Luo
2019 IEEE International Conference on Multimedia & Expo Workshops (ICMEW …, 2019
26 2019 Structure-free Graph Condensation: From Large-scale Graphs to Condensed Graph-free Data X Zheng, M Zhang, C Chen, QVH Nguyen, X Zhu, S Pan
Advances in Neural Information Processing Systems (NeurIPS), 2023
24 2023 Auto-HeG: Automated Graph Neural Network on Heterophilic Graphs X Zheng, M Zhang, C Chen, Q Zhang, C Zhou, S Pan
Proceedings of the ACM Web Conference 2023, 2023
21 2023 Robust Physical-World Attacks on Face Recognition X Zheng, Y Fan, B Wu, Y Zhang, J Wang, S Pan
Pattern Recognition 133, 109009, 2023
19 2023 Multi-Relational Graph Neural Architecture Search with Fine-grained Message Passing X Zheng, M Zhang, C Chen, C Li, C Zhou, S Pan
2022 IEEE International Conference on Data Mining (ICDM), 783-792, 2022
16 2022 Towards Data-centric Graph Machine Learning: Review and Outlook X Zheng, Y Liu, Z Bao, M Fang, X Hu, AWC Liew, S Pan
arXiv preprint arXiv:2309.10979, 2023
11 2023 Multi-scale Multi-attention Network for Moiré Document Image Binarization Y Guo, C Ji, X Zheng, Q Wang, X Luo
Signal Processing: Image Communication 90, 116046, 2021
9 2021 Adversarial iris super resolution Y Guo, Q Wang, H Huang, X Zheng, Z He
2019 International Conference on Biometrics (ICB), 1-8, 2019
9 2019 BLAN: Bi-directional ladder attentive network for facial attribute prediction X Zheng, H Huang, Y Guo, B Wang, R He
Pattern Recognition 100, 107155, 2020
7 2020 GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels X Zheng, M Zhang, C Chen, S Molaei, C Zhou, S Pan
Advances in Neural Information Processing Systems (NeurIPS), 2023
4 2023 X Zheng, Y Guo, J Guo, X Kong
Neural Processing Letters 49, 1071-1091, 2019
2 2019 Online Gnn Evaluation Under Test-time Graph Distribution Shifts X Zheng, D Song, Q Wen, B Du, S Pan
International Conference on Learning Representations (ICLR), 2024
1 2024 Joint Graph-Sequence Learning for Molecular Property Prediction R Uddamvathanak, X Zheng, S Pan
2022 International Joint Conference on Neural Networks (IJCNN), 1-6, 2022
1 2022 Graph Learning under Distribution Shifts: A Comprehensive Survey on Domain Adaptation, Out-of-distribution, and Continual Learning M Wu, X Zheng, Q Zhang, X Shen, X Luo, X Zhu, S Pan
arXiv preprint arXiv:2402.16374, 2024
2024 Thrifty Neural Architecture Search for Medical Image Segmentation (Student Abstract) R Chen, M Zhang, X Zheng, S Pan
Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 12925 …, 2022
2022 
Shirui PanFull Professor, ARC Future Fellow, FQA, Director of TrustAGI Lab, Griffith UniversityDirección de correo verificada de griffith.edu.au
