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Chuang Liu
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Graph pooling for graph neural networks: Progress, challenges, and opportunities
C Liu, Y Zhan, J Wu, C Li, B Du, W Hu, T Liu, D Tao
Proceedings of the 32nd International Joint Conference on Artificial …, 2022
482022
Vega-mt: The jd explore academy translation system for wmt22
C Zan, K Peng, L Ding, B Qiu, B Liu, S He, Q Lu, Z Zhang, C Liu, W Liu, ...
arXiv preprint arXiv:2209.09444, 2022
302022
Range and dose verification in proton therapy using proton-induced positron emitters and recurrent neural networks (RNNs)
C Liu, Z Li, W Hu, L Xing, H Peng
Physics in Medicine & Biology 64 (17), 175009, 2019
282019
Comprehensive graph gradual pruning for sparse training in graph neural networks
C Liu, X Ma, Y Zhan, L Ding, D Tao, B Du, W Hu, DP Mandic
IEEE Transactions on Neural Networks and Learning Systems, 2023
242023
Enhancing graph neural networks by a high-quality aggregation of beneficial information
C Liu, J Wu, W Liu, W Hu
Neural Networks 142, 20-33, 2021
232021
Vega-MT: The JD explore academy machine translation system for WMT22
C Zan, K Peng, L Ding, B Qiu, B Liu, S He, Q Lu, Z Zhang, C Liu, W Liu, ...
Proceedings of the Seventh Conference on Machine Translation (WMT), 411-422, 2022
152022
Gapformer: Graph transformer with graph pooling for node classification
C Liu, Y Zhan, X Ma, L Ding, D Tao, J Wu, W Hu
Proceedings of the 32nd International Joint Conference on Artificial …, 2023
102023
Masked graph auto-encoder constrained graph pooling
C Liu, Y Zhan, X Ma, D Tao, B Du, W Hu
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
92022
On exploring node-feature and graph-structure diversities for node drop graph pooling
C Liu, Y Zhan, B Yu, L Liu, B Du, W Hu, T Liu
Neural Networks 167, 559-571, 2023
32023
Exploring sparsity in graph transformers
C Liu, Y Zhan, X Ma, L Ding, D Tao, J Wu, W Hu, B Du
Neural Networks 174, 106265, 2024
12024
Where to Mask: Structure-Guided Masking for Graph Masked Autoencoders
C Liu, Y Wang, Y Zhan, X Ma, D Tao, J Wu, W Hu
Proceedings of the 33rd International Joint Conference on Artificial …, 2024
2024
Gradformer: Graph Transformer with Exponential Decay
C Liu, Z Yao, Y Zhan, X Ma, S Pan, W Hu
Proceedings of the 33rd International Joint Conference on Artificial …, 2024
2024
Towards a better negative sampling strategy for dynamic graphs
K Gao, C Liu, J Wu, B Du, W Hu
Neural Networks, 106175, 2024
2024
Careful Selection and Thoughtful Discarding: Graph Explicit Pooling Utilizing Discarded Nodes
C Liu, W Yu, K Gao, X Ma, Y Zhan, J Wu, B Du, W Hu
arXiv preprint arXiv:2311.12644, 2023
2023
Exploring High-Order Message-Passing in Graph Transformers
X Ma, X Ma, C Liu, SM Erfani, J Bailey
2023
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