Yakun Chen

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Service Compositions

Multivariate Time Series

Multitask Learning

Diffusion Model

Top Venues

Eng. Appl. Artif. Intell.

Publications

Yakun Chen, Ruotong Hu, Zihao Li, Chao Yang, Xianzhi Wang, Guodong Long, Guandong Xu
Exploring explicit and implicit graph learning for multivariate time series imputation. Eng. Appl. Artif. Intell. 127 (Part A) (2024)
Yakun Chen, Kaize Shi, Zhangkai Wu, Juan Chen, Xianzhi Wang, Julian J. McAuley, Guandong Xu, Shui Yu
Temporal Disentangled Contrastive Diffusion Model for Spatiotemporal Imputation. CoRR (2024)
Zihao Li, Yakun Chen, Xianzhi Wang, Lina Yao, Guandong Xu
Multi-view GCN for loan default risk prediction. Neural Comput. Appl. 36 (20) (2024)
Yakun Chen, Kaize Shi, Xianzhi Wang, Guandong Xu
MTSTI: A Multi-task Learning Framework for Spatiotemporal Imputation. ADMA (5) (2023)
Chao Yang, Yakun Chen, Zihao Li, Xianzhi Wang
Exploring the Effectiveness of Positional Embedding on Transformer-Based Architectures for Multivariate Time Series Classification. ADMA (1) (2023)
Yakun Chen, Xianzhi Wang, Guandong Xu
GATGPT: A Pre-trained Large Language Model with Graph Attention Network for Spatiotemporal Imputation. CoRR (2023)
Zihao Li, Xianzhi Wang, Lina Yao, Yakun Chen, Guandong Xu, Ee-Peng Lim
Graph Neural Network with Self-attention and Multi-task Learning for Credit Default Risk Prediction. WISE (2022)
Hadeel Alhosaini, Xianzhi Wang, Lina Yao, Yakun Chen, Guandong Xu
Caching Hierarchical Skylines for Efficient Service Composition on Service Graphs. SCC (2022)
Yakun Chen, Zihao Li, Chao Yang, Xianzhi Wang, Guodong Long, Guandong Xu
Adaptive Graph Recurrent Network for Multivariate Time Series Imputation. ICONIP (5) (2022)