Xiangkai Ma

11 papers A* 2Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Wave Is Worth 100 Words: Investigating Cross-Domain Transferability in Time Series.
ACM Trans. Knowl. Discov. Data
Xiangkai Ma, Xiaobin Hong, Wenzhong Li, Sanglu Lu
2025 A* conf
Aggregation Mechanism Based Graph Heterogeneous Networks Distillation.
IJCAI
Xiaobin Hong, Mingkai Lin, Xiangkai Ma, Wenzhong Li, Sanglu Lu
2025 — conf
Long-Term Cloud Workload Prediction with Multi-period Augmented LSTM.
NPC (2)
Wentao Shi, Jiarui Hu, Xiangkai Ma, Wenzhong Li, Shuai Li, Sanglu Lu
2025 J jnl
MagNet: Multilevel Dynamic Wavelet Graph Neural Network for Multivariate Time Series Classification.
ACM Trans. Knowl. Discov. Data
Xiaobin Hong, Jiangyi Hu, Taishan Xu, Xiancheng Ren, Feng Wu, Xiangkai Ma, Wenzhong Li
2025 J jnl
Pets: General Pattern Assisted Architecture For Time Series Analysis.
CoRR
Xiangkai Ma, Xiaobin Hong, Wenzhong Li, Sanglu Lu
2025 J jnl
Temporal-Visual Semantic Alignment: A Unified Architecture for Transferring Spatial Priors from Vision Models to Zero-Shot Temporal Tasks.
CoRR
Xiangkai Ma, Han Zhang, Wenzhong Li, Sanglu Lu
2025 J jnl
Unifying Perception and Action: A Hybrid-Modality Pipeline with Implicit Visual Chain-of-Thought for Robotic Action Generation.
CoRR
Xiangkai Ma, Lekai Xing, Han Zhang, Wenzhong Li, Sanglu Lu
2024 J jnl
A Wave is Worth 100 Words: Investigating Cross-Domain Transferability in Time Series.
CoRR
Xiangkai Ma, Xiaobin Hong, Wenzhong Li, Sanglu Lu
2024 A* conf
TS3Net: Triple Decomposition with Spectrum Gradient for Long-Term Time Series Analysis.
ICDE
Xiangkai Ma, Xiaobin Hong, Sanglu Lu, Wenzhong Li
2024 J jnl
UTSD: Unified Time Series Diffusion Model.
CoRR
Xiangkai Ma, Xiaobin Hong, Wenzhong Li, Sanglu Lu
2021 J jnl
A Multirate Sensor Information Fusion Strategy for Multitask Fault Diagnosis Based on Convolutional Neural Network.
J. Sensors
Xiangkai Ma, Pei Wang, Bozhou Zhang, Ming Sun