Hanchen Yang

According to our database, Hanchen Yang authored at least 11 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

CausalFormer: An Interpretable Transformer for Temporal Causal Discovery.

Lingbai Kong, Wengen Li, Hanchen Yang, Yichao Zhang, Jihong Guan, Shuigeng Zhou

IEEE Trans. Knowl. Data Eng., January, 2025

2024

UniOcean: A Unified Framework for Predicting Multiple Ocean Factors of Varying Temporal Scales.

Hanchen Yang, Yuwei Chen, Jiannong Cao, Wengen Li, Yu Yang, Shuyu Wang, Jihong Guan, Rufu Qin, Shuigeng Zhou

IEEE Trans. Geosci. Remote. Sens., 2024

Towards Efficient Neuro-Symbolic AI: From Workload Characterization to Hardware Architecture.

Zishen Wan, Che-Kai Liu, Hanchen Yang, Ritik Raj, Chaojian Li, Haoran You, Yonggan Fu, Cheng Wan, Sixu Li, Youbin Kim, Ananda Samajdar, Yingyan Celine Lin, Mohamed Ibrahim, Jan M. Rabaey, Tushar Krishna, Arijit Raychowdhury

CoRR, 2024

Towards Cognitive AI Systems: a Survey and Prospective on Neuro-Symbolic AI.

Zishen Wan, Che-Kai Liu, Hanchen Yang, Chaojian Li, Haoran You, Yonggan Fu, Cheng Wan, Tushar Krishna, Yingyan Lin, Arijit Raychowdhury

CoRR, 2024

Towards Cognitive AI Systems: Workload and Characterization of Neuro-Symbolic AI.

Zishen Wan, Che-Kai Liu, Hanchen Yang, Ritik Raj, Chaojian Li, Haoran You, Yonggan Fu, Cheng Wan, Ananda Samajdar, Yingyan Celine Lin, Tushar Krishna, Arijit Raychowdhury

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2024

H3DFact: Heterogeneous 3D Integrated CIM for Factorization with Holographic Perceptual Representations.

Zishen Wan, Che-Kai Liu, Mohamed Ibrahim, Hanchen Yang, Samuel Spetalnick, Tushar Krishna, Arijit Raychowdhury

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Inductive Spatial Temporal Prediction Under Data Drift with Informative Graph Neural Network.

Jialun Zheng, Divya Saxena, Jiannong Cao, Hanchen Yang, Penghui Ruan

Proceedings of the Database Systems for Advanced Applications, 2024

2023

HiGRN: A Hierarchical Graph Recurrent Network for Global Sea Surface Temperature Prediction.

Hanchen Yang, Wengen Li, Siyun Hou, Jihong Guan, Shuigeng Zhou

ACM Trans. Intell. Syst. Technol., August, 2023

On Evaluating the Predictability of Sea Surface Temperature Using Entropy.

Chang Jin, Han Peng, Hanchen Yang, Wengen Li, Jihong Guan

Remote. Sens., April, 2023

Spatial-Temporal Data Mining for Ocean Science: Data, Methodologies, and Opportunities.

Hanchen Yang, Wengen Li, Shuyu Wang, Hui Li, Jihong Guan, Shuigeng Zhou, Jiannong Cao

CoRR, 2023

2018

Prediction-based fast thermoelectric generator reconfiguration for energy harvesting from vehicle radiators.

Hanchen Yang, Feiyang Kang, Caiwen Ding, Ji Li, Jaemin Kim, Donkyu Baek, Shahin Nazarian, Xue Lin, Paul Bogdan, Naehyuck Chang

Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018