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Jiayi Chen
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Year
HGMF: Heterogeneous Graph-based Fusion for Multimodal Data with Incompleteness
J Chen, A Zhang
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
662020
FedMSplit: Correlation-Adaptive Federated Multi-Task Learning across Multimodal Split Networks
J Chen, A Zhang
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
392022
HetMAML: Task-Heterogeneous Model-Agnostic Meta-Learning for Few-Shot Learning Across Modalities
J Chen, A Zhang
30th ACM International Conference on Information and Knowledge Management …, 2021
152021
Topological Transduction for Hybrid Few-shot Learning
J Chen, A Zhang
Proceedings of the ACM Web Conference 2022 (WWW'22), 3134-3142, 2022
42022
Deep semantic space guided multi-scale neural style transfer
J Yu, L Jin, J Chen, Y Xiao, Z Tian, X Lan
Multimedia Tools and Applications, 1-24, 2022
42022
DocumentNet: Bridging the Data Gap in Document Pre-Training
L Yu, J Miao, X Sun, J Chen, AG Hauptmann, H Dai, W Wei
EMNLP 2023 Industry Track, 2023
22023
On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval
J Chen, H Dai, B Dai, A Zhang, W Wei
EMNLP 2023 Findings, 2023
12023
On Hierarchical Disentanglement of Interactive Behaviors for Multimodal Spatiotemporal Data with Incompleteness
J Chen, A Zhang
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
12023
Multi-scale neural style transfer based on deep semantic matching
J Yu, L Jin, J Chen, Z Tian, X Lan
Cognitive Systems and Signal Processing: 4th International Conference …, 2019
12019
Efficient detail-enhanced exposure correction based on auto-fusion for LDR image
J Chen, X Lan, M Yang
2016 IEEE 18th International Workshop on Multimedia Signal Processing (MMSP …, 2016
12016
FedMBridge: Bridgeable Multimodal Federated Learning
J Chen, A Zhang
International Conference on Machine Learning (ICML), 2024., 2024
2024
On Disentanglement of Asymmetrical Knowledge Transfer for Modality-Task Agnostic Federated Learning
J Chen, A Zhang
Thirty-Eighth AAAI Conference on Artificial Intelligence, 11311-11319. (Oral), 2024
2024
Image Artistic Style Transfer Based on Color Distribution Preprocessing
Y Zhang, J Chen, X Si, Z Tian, X Lan
Cognitive Systems and Signal Processing: 4th International Conference …, 2019
2019
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Articles 1–13