Yakun Chen

20 papers A* 1B 1Journal 13Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Contrastive representation learning for multivariate time series classification based on temporal-frequency consistency.
Appl. Soft Comput.
Chao Yang, Yakun Chen, Zihao Li, Zhongwen Guo
2026 J jnl
privXCA: An efficient and privacy-preserving auditing architecture for cross-chain transfers.
J. Syst. Archit.
Jitao Wang, Changhao Wu, Yakun Chen, Weili Han
2025 — conf
AgentLesson: LLM-Based Multi-agent System for Educational Lesson Plan Generation.
BESC (1)
Yakun Chen, Yu Yang, Guandong Xu
2025 J jnl
Deep multimodal learning for time series analysis in social computing: a survey.
Int. J. Multim. Inf. Retr.
Chao Yang, Yakun Chen, Zihao Li, Xianzhi Wang, Kaize Shi, Lina Yao, Guandong Xu, Zhongwen Guo
2025 J jnl
Graph and Sequential Neural Networks in Session-based Recommendation: A Survey.
ACM Comput. Surv.
Zihao Li, Chao Yang, Yakun Chen, Xianzhi Wang, Hongxu Chen, Guandong Xu, Lina Yao, Michael Sheng
2025 J jnl
Large Language Models are Few-shot Multivariate Time Series Classifiers.
CoRR
Yakun Chen, Zihao Li, Chao Yang, Xianzhi Wang, Guandong Xu
2025 J jnl
Large language models are few-shot multivariate time series classifiers.
Data Min. Knowl. Discov.
Yakun Chen, Zihao Li, Chao Yang, Xianzhi Wang, Guandong Xu
2025 J jnl
Listwise Preference Alignment Optimization for Tail Item Recommendation.
CoRR
Zihao Li, Chao Yang, Tong Zhang, Yakun Chen, Xianzhi Wang, Guandong Xu, Daoyi Dong
2025 J jnl
Reconfiguring Urban-Rural Systems Through Agricultural Service Reform: A Socio-Technical Perspective from China.
Syst.
Yuchen Lu, Chenlu Yang, Yifan Tang, Yakun Chen
2025 A* conf
Reembedding and Reweighting are Needed for Tail Item Sequential Recommendation.
WWW
Zihao Li, Yakun Chen, Tong Zhang, Xianzhi Wang
2024 J jnl
A Temporally Disentangled Contrastive Diffusion Model for Spatiotemporal Imputation.
CoRR
Yakun Chen, Kaize Shi, Zhangkai Wu, Juan Chen, Xianzhi Wang, Julian J. McAuley, Guandong Xu, Shui Yu
2024 J jnl
Exploring explicit and implicit graph learning for multivariate time series imputation.
Eng. Appl. Artif. Intell.
Yakun Chen, Ruotong Hu, Zihao Li, Chao Yang, Xianzhi Wang, Guodong Long, Guandong Xu
2024 J jnl
Graph and Sequential Neural Networks in Session-based Recommendation: A Survey.
CoRR
Zihao Li, Chao Yang, Yakun Chen, Xianzhi Wang, Hongxu Chen, Guandong Xu, Lina Yao, Quan Z. Sheng
2024 J jnl
Multi-view GCN for loan default risk prediction.
Neural Comput. Appl.
Zihao Li, Yakun Chen, Xianzhi Wang, Lina Yao, Guandong Xu
2023 — conf
Exploring the Effectiveness of Positional Embedding on Transformer-Based Architectures for Multivariate Time Series Classification.
ADMA (1)
Chao Yang, Yakun Chen, Zihao Li, Xianzhi Wang
2023 J jnl
GATGPT: A Pre-trained Large Language Model with Graph Attention Network for Spatiotemporal Imputation.
CoRR
Yakun Chen, Xianzhi Wang, Guandong Xu
2023 — conf
MTSTI: A Multi-task Learning Framework for Spatiotemporal Imputation.
ADMA (5)
Yakun Chen, Kaize Shi, Xianzhi Wang, Guandong Xu
2022 — conf
Adaptive Graph Recurrent Network for Multivariate Time Series Imputation.
ICONIP (5)
Yakun Chen, Zihao Li, Chao Yang, Xianzhi Wang, Guodong Long, Guandong Xu
2022 — conf
Caching Hierarchical Skylines for Efficient Service Composition on Service Graphs.
SCC
Hadeel Alhosaini, Xianzhi Wang, Lina Yao, Yakun Chen, Guandong Xu
2022 B conf
Graph Neural Network with Self-attention and Multi-task Learning for Credit Default Risk Prediction.
WISE
Zihao Li, Xianzhi Wang, Lina Yao, Yakun Chen, Guandong Xu, Ee-Peng Lim