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Jun Xia (夏俊)
Jun Xia (夏俊)
Ph.D. Candidate,Westlake University & Zhejiang University
在 westlake.edu.cn 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation
J Xia, L Wu, J Chen, B Hu, SZ Li
WWW 2022, 0
215*
ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning
J Xia, L Wu, J Chen, G Wang, SZ Li
ICML 2022, 2022
1052022
Co-learning: Learning from noisy labels with self-supervision
C Tan, J Xia, L Wu, SZ Li
ACM MM 2021, 2021
992021
Mole-BERT: Rethinking Pre-training Graph Neural Networks for Molecules
J Xia, C Zhao, B Hu, Z Gao, C Tan, Y Liu, S Li, SZ Li
ICLR 2023, 2023
642023
Graphmixup: Improving class-imbalanced node classification by reinforcement mixup and self-supervised context prediction
L Wu, J Xia, Z Gao, H Lin, C Tan, SZ Li
ECML PKDD 2022, 2023
62*2023
Temporal attention unit: Towards efficient spatiotemporal predictive learning
C Tan, Z Gao, S Li, Y Xu, J Xia, LI Siyuan, SZ Li
CVPR 2023, 2022
522022
A Survey of Deep Graph Clustering: Taxonomy, Challenge, Application, and Open Resource
Y Liu, J Xia, S Zhou, X Yang, K Liang, C Fan, Y Zhuang, SZ Li, X Liu, K He
arXiv preprint arXiv:2211.12875, 2022
442022
A survey of pretraining on graphs: Taxonomy, methods, and applications
J Xia, Y Zhu, Y Du, SZ Li
arXiv preprint arXiv:2202.07893, 2022
442022
CVT-SLR: Contrastive Visual-Textual Transformation for Sign Language Recognition with Variational Alignment
J Zheng, Y Wang, C Tan, S Li, G Wang, J Xia, Y Chen, SZ Li
CVPR 2023, 2023
382023
Generative de novo protein design with global context
C Tan, Z Gao, J Xia, B Hu, SZ Li
arXiv preprint arXiv:2204.10673, 2022
362022
A Systematic Survey of Chemical Pre-trained Models
J Xia, Y Zhu, Y Du, SZ Li
IJCAI 2023, 2022
35*2022
Dink-net: Neural clustering on large graphs
Y Liu, K Liang, J Xia, S Zhou, X Yang, X Liu, SZ Li
ICML 2023, 2023
312023
Protein language models and structure prediction: Connection and progression
B Hu, J Xia, J Zheng, C Tan, Y Huang, Y Xu, SZ Li
arXiv preprint arXiv:2211.16742, 2022
182022
A Survey of Deep Graph Clustering: Taxonomy
Y Liu, J Xia, S Zhou, S Wang, X Guo, X Yang, K Liang, W Tu, ZS Li, X Liu
Challenge, and Application, 2022
182022
Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings
J Zheng, Y Wang, G Wang, J Xia, Y Huang, G Zhao, Y Zhang, S Li
ACL 2022 1, 8154-8163, 2022
162022
Convert: Contrastive graph clustering with reliable augmentation
X Yang, C Tan, Y Liu, K Liang, S Wang, S Zhou, J Xia, SZ Li, X Liu, E Zhu
Proceedings of the 31st ACM International Conference on Multimedia, 319-327, 2023
152023
GNN Cleaner: Label Cleaner for Graph Structured Data
J Xia, H Lin, Y Xu, C Tan, L Wu, S Li, SZ Li
TKDE 2023, 2023
14*2023
Towards effective and generalizable fine-tuning for pre-trained molecular graph models
J Xia, J Zheng, C Tan, G Wang, SZ Li
bioRxiv, 2022.02. 03.479055, 2022
132022
KW-Design: Pushing the Limit of Protein Design via Knowledge Refinement
Z Gao, C Tan, X Chen, Y Zhang, J Xia, S Li, SZ Li
The Twelfth International Conference on Learning Representations, 2023
12*2023
CoSP: Co-supervised pretraining of pocket and ligand
Z Gao, C Tan, J Xia, SZ Li
ECML-PKDD 2023, 2022
102022
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