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ORCIDHanchen Yang 0002
Person information
- affiliation: Hong Kong Polytechnic University, Hong Kong, SAR, China
Other persons with the same name
- Hanchen Yang — disambiguation page
- Hanchen Yang 0001
![[0009-0008-2916-534X]](https://dblp.org/img/orcid-mark.12x12.png "0009-0008-2916-534X")
— Georgia Institute of Technology, Atlanta, GA, USA
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2020 – today
- 2025
[j10]Lingbai Kong, Hanchen Yang, Wengen Li, Yichao Zhang, Jihong Guan, Shuigeng Zhou:
Traffexplainer: A Framework Toward GNN-Based Interpretable Traffic Prediction. IEEE Trans. Artif. Intell. 6(3): 559-573 (2025)- [j9]Xudong Jiang, Shuyu Wang, Wengen Li, Hanchen Yang, Jihong Guan, Yichao Zhang, Shuigeng Zhou:
STDMamba: Spatiotemporal Decomposition Mamba for Long-Term Fine-Grained SST Prediction. IEEE Trans. Geosci. Remote. Sens. 63: 1-16 (2025) - [j8]Shuyu Wang, Wengen Li, Hanchen Yang, Jihong Guan, Xiwei Liu, Yichao Zhang, Rufu Qin, Shuigeng Zhou:
LLM4HRS: LLM-Based Spatiotemporal Imputation Model for Highly Sparse Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. 63: 1-17 (2025) - [j7]Han Peng, Wengen Li, Chang Jin, Yichao Zhang, Jihong Guan, Hanchen Yang, Shuigeng Zhou:
Cross-Region Graph Convolutional Network with Periodicity Shift Adaptation for Wide-Area SST Prediction. ACM Trans. Intell. Syst. Technol. 16(4): 87:1-87:23 (2025) - [j6]Hanchen Yang, Jiannong Cao, Wengen Li, Shuyu Wang, Hui Li, Jihong Guan, Shuigeng Zhou:
Spatial-Temporal Data Mining for Ocean Science: Data, Methodologies and Opportunities. ACM Trans. Knowl. Discov. Data 19(7): 140:1-140:47 (2025) - [j5]Hanchen Yang, Jiannong Cao, Wengen Li, Yu Yang, Xiaoyi Li, Lingbai Kong, Yichao Zhang, Jihong Guan, Shuigeng Zhou:
Towards Robust and Interpretable Spatial-Temporal Graph Modeling for Traffic Prediction. ACM Trans. Knowl. Discov. Data 19(9): 168:1-168:20 (2025) - [j4]Lingbai Kong, Wengen Li, Hanchen Yang, Yichao Zhang, Jihong Guan, Shuigeng Zhou:
CausalFormer: An Interpretable Transformer for Temporal Causal Discovery. IEEE Trans. Knowl. Data Eng. 37(1): 102-115 (2025) - [c2]Lingbai Kong, Wengen Li, Hanchen Yang, Yichao Zhang, Jihong Guan, Shuigeng Zhou:
CausalFormer: An Interpretable Transformer for Temporal Causal Discovery (Extended Abstract). ICDE 2025: 4714-4715 - [d1]Lingbai Kong, Hanchen Yang, Wengen Li, Yichao Zhang, Jihong Guan, Shuigeng Zhou:
SH_Traffic. IEEE DataPort, 2025
- [i5]Jialun Zheng, Jie Liu, Jiannong Cao, Xiao Wang, Hanchen Yang, Yankai Chen, Philip S. Yu:
DP-DGAD: A Generalist Dynamic Graph Anomaly Detector with Dynamic Prototypes. CoRR abs/2508.00664 (2025) - [i4]Hanchen Yang, Jiaqi Wang, Jiannong Cao, Wengen Li, Jialun Zheng, Yangning Li, Chunyu Miao, Jihong Guan, Shuigeng Zhou, Philip S. Yu:
OKG-LLM: Aligning Ocean Knowledge Graph with Observation Data via LLMs for Global Sea Surface Temperature Prediction. CoRR abs/2508.00933 (2025) - 2024
- [j3]Hanchen Yang, Yuwei Chen, Jiannong Cao, Wengen Li, Yu Yang, Shuyu Wang, Jihong Guan, Rufu Qin, Shuigeng Zhou:
UniOcean: A Unified Framework for Predicting Multiple Ocean Factors of Varying Temporal Scales. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [c1]Jialun Zheng, Divya Saxena, Jiannong Cao, Hanchen Yang, Penghui Ruan:
Inductive Spatial Temporal Prediction Under Data Drift with Informative Graph Neural Network. DASFAA (1) 2024: 169-185 - [i3]Lingbai Kong, Wengen Li, Hanchen Yang, Yichao Zhang, Jihong Guan, Shuigeng Zhou:
CausalFormer: An Interpretable Transformer for Temporal Causal Discovery. CoRR abs/2406.16708 (2024) - [i2]Jialun Zheng, Divya Saxena, Jiannong Cao, Hanchen Yang, Penghui Ruan:
Inductive Spatial Temporal Prediction Under Data Drift with Informative Graph Neural Network. CoRR abs/2409.13253 (2024) - 2023
- [j2]Chang Jin, Han Peng, Hanchen Yang, Wengen Li, Jihong Guan:
On Evaluating the Predictability of Sea Surface Temperature Using Entropy. Remote. Sens. 15(8): 1956 (2023) - [j1]Hanchen Yang, Wengen Li, Siyun Hou, Jihong Guan, Shuigeng Zhou:
HiGRN: A Hierarchical Graph Recurrent Network for Global Sea Surface Temperature Prediction. ACM Trans. Intell. Syst. Technol. 14(4): 73:1-73:19 (2023) - [i1]Hanchen Yang, Wengen Li, Shuyu Wang, Hui Li, Jihong Guan, Shuigeng Zhou, Jiannong Cao:
Spatial-Temporal Data Mining for Ocean Science: Data, Methodologies, and Opportunities. CoRR abs/2307.10803 (2023)
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