Kuo Yang

According to our database, Kuo Yang authored at least 26 papers between 2023 and 2025.

Collaborative distances:

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

2025

Soft causal learning for generalized molecule property prediction: An environment modeling perspective.

Limin Li, Zhengyang Zhou, Kuo Yang, Wenjie Du, Pengkun Wang, Yang Wang

Knowl. Inf. Syst., December, 2025

ComS2T: A Complementary Spatiotemporal Learning System for Data-Adaptive Model Evolution.

Zhengyang Zhou, Qihe Huang, Binwu Wang, Jianpeng Hou, Kuo Yang, Yuxuan Liang, Yu Zheng, Yang Wang

IEEE Trans. Pattern Anal. Mach. Intell., October, 2025

AgentAsk: Multi-Agent Systems Need to Ask.

Bohan Li, Kuo Yang, Yingchuan Lai, Yu-Dong Zhang, Chen Zhang, Guibin Zhang, Xinlei Yu, Miao Yu, Xu Wang, Yang Wang

CoRR, October, 2025

QuiZSF: An efficient data-model interaction framework for zero-shot time-series forecasting.

Shichao Ma, Zhengyang Zhou, Qihe Huang, Binwu Wang, Kuo Yang, Huan Li, Yang Wang

CoRR, August, 2025

RayE-Sub: Countering Subgraph Degradation via Perfect Reconstruction.

Kuo Yang, Zhengyang Zhou, Xu Wang, Pengkun Wang, Limin Li, Yang Wang

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

MasHost Builds It All: Autonomous Multi-Agent System Directed by Reinforcement Learning.

Kuo Yang, Xingjie Yang, Linhui Yu, Qing Xu, Yan Fang, Xu Wang, Zhengyang Zhou, Yang Wang

CoRR, June, 2025

FairSTG: Countering Performance Heterogeneity via Collaborative Sample-Level Optimization.

Gengyu Lin, Zhengyang Zhou, Qihe Huang, Kuo Yang, Shifen Cheng, Yang Wang

IEEE Trans. Mob. Comput., May, 2025

Soft causal learning for generalized molecule property prediction: An environment perspective.

Limin Li, Kuo Yang, Wenjie Du, Pengkun Wang, Zhengyang Zhou, Yang Wang

CoRR, May, 2025

FedSTG: Breaking through Spatio-Temporal Data Silos with Federated Graph Learning.

Yudong Zhang, Xu Wang, Xuan Yu, Kuo Yang, Zhengyang Zhou, Yang Wang

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

Exploiting Language Power for Time Series Forecasting with Exogenous Variables.

Qihe Huang, Zhengyang Zhou, Kuo Yang, Yang Wang

Proceedings of the ACM on Web Conference 2025, 2025

Do We Really Need GCNs in Traffic Forecasting? A Graph-Less Pure-MLP Architecture.

Yudong Zhang, Xu Wang, Xuan Yu, Kuo Yang, Zhengyang Zhou, Yang Wang

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

Many Minds, One Goal: Time Series Forecasting via Sub-task Specialization and Inter-agent Cooperation.

Qihe Huang, Zhengyang Zhou, Yangze Li, Kuo Yang, Binwu Wang, Yang Wang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Revealing Concept Shift in Spatio-Temporal Graphs via State Learning.

Kuo Yang, Yunhe Guo, Qihe Huang, Zhengyang Zhou, Yang Wang

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Enhancing Graph Invariant Learning from a Negative Inference Perspective.

Kuo Yang, Zhengyang Zhou, Qihe Huang, Wenjie Du, Limin Li, Wu Jiang, Yang Wang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation.

Jiayue Liu, Zhongchao Yi, Zhengyang Zhou, Qihe Huang, Kuo Yang, Xu Wang, Yang Wang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

TimeBase: The Power of Minimalism in Efficient Long-term Time Series Forecasting.

Qihe Huang, Zhengyang Zhou, Kuo Yang, Zhongchao Yi, Xu Wang, Yang Wang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Spatiotemporal Causal Decoupling Model for Air Quality Forecasting.

Jiaming Ma, Guanjun Wang, Sheng Huang, Kuo Yang, Binwu Wang, Pengkun Wang, Yang Wang

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Predicting Collective Human Mobility via Countering Spatiotemporal Heterogeneity.

Zhengyang Zhou, Kuo Yang, Yuxuan Liang, Binwu Wang, Hongyang Chen, Yang Wang

IEEE Trans. Mob. Comput., May, 2024

ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolution.

Zhengyang Zhou, Qihe Huang, Binwu Wang, Jianpeng Hou, Kuo Yang, Yuxuan Liang, Yang Wang

CoRR, 2024

Improving Generalization of Dynamic Graph Learning via Environment Prompt.

Kuo Yang, Zhengyang Zhou, Qihe Huang, Limin Li, Yuxuan Liang, Yang Wang

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

LeRet: Language-Empowered Retentive Network for Time Series Forecasting.

Qihe Huang, Zhengyang Zhou, Kuo Yang, Gengyu Lin, Zhongchao Yi, Yang Wang

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

EMoNet: An environment causal learning for molecule OOD generalization.

Limin Li, Kuo Yang, Wenjie Du, Zhongchao Yi, Zhengyang Zhou, Yang Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Towards Learning in Grey Spatiotemporal Systems: A Prophet to Non-consecutive Spatiotemporal Dynamics.

Zhengyang Zhou, Kuo Yang, Wei Sun, Binwu Wang, Min Zhou, Yunan Zong, Yang Wang

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Maintaining the Status Quo: Capturing Invariant Relations for OOD Spatiotemporal Learning.

Zhengyang Zhou, Qihe Huang, Kuo Yang, Kun Wang, Xu Wang, Yudong Zhang, Yuxuan Liang, Yang Wang

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

EXTRACT and REFINE: Finding a Support Subgraph Set for Graph Representation.

Kuo Yang, Zhengyang Zhou, Wei Sun, Pengkun Wang, Xu Wang, Yang Wang

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

GReTo: Remedying dynamic graph topology-task discordance via target homophily.

Zhengyang Zhou, Qihe Huang, Gengyu Lin, Kuo Yang, Lei Bai, Yang Wang

Proceedings of the Eleventh International Conference on Learning Representations, 2023