Kuo Yang - RankMe

29 papers A* 10A 1Misc 1Journal 14Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AgentAsk: Multi-Agent Systems Need to Ask. CoRR Bohan Li, Kuo Yang, Yingchuan Lai, Yu-Dong Zhang, Chen Zhang, Guibin Zhang, Xinlei Yu, Miao Yu, Xu Wang, Yang Wang
2025	J	`jnl`	ComS2T: A Complementary Spatiotemporal Learning System for Data-Adaptive Model Evolution. IEEE Trans. Pattern Anal. Mach. Intell. Zhengyang Zhou, Qihe Huang, Binwu Wang, Jianpeng Hou, Kuo Yang, Yuxuan Liang, Yu Zheng, Yang Wang
2025	—	`conf`	Do We Really Need GCNs in Traffic Forecasting? A Graph-Less Pure-MLP Architecture. WWW (Companion Volume) Yudong Zhang, Xu Wang, Xuan Yu, Kuo Yang, Zhengyang Zhou, Yang Wang
2025	A*	`conf`	Enhancing Graph Invariant Learning from a Negative Inference Perspective. ICML Kuo Yang, Zhengyang Zhou, Qihe Huang, Wenjie Du, Limin Li, Wu Jiang, Yang Wang
2025	A*	`conf`	Exploiting Language Power for Time Series Forecasting with Exogenous Variables. WWW Qihe Huang, Zhengyang Zhou, Kuo Yang, Yang Wang
2025	J	`jnl`	FairSTG: Countering Performance Heterogeneity via Collaborative Sample-Level Optimization. IEEE Trans. Mob. Comput. Gengyu Lin, Zhengyang Zhou, Qihe Huang, Kuo Yang, Shifen Cheng, Yang Wang
2025	—	`conf`	FedSTG: Breaking through Spatio-Temporal Data Silos with Federated Graph Learning. WWW (Companion Volume) Yudong Zhang, Xu Wang, Xuan Yu, Kuo Yang, Zhengyang Zhou, Yang Wang
2025	J	`jnl`	MasHost Builds It All: Autonomous Multi-Agent System Directed by Reinforcement Learning. CoRR Kuo Yang, Xingjie Yang, Linhui Yu, Qing Xu, Yan Fang, Xu Wang, Zhengyang Zhou, Yang Wang
2025	J	`jnl`	QuiZSF: An efficient data-model interaction framework for zero-shot time-series forecasting. CoRR Shichao Ma, Zhengyang Zhou, Qihe Huang, Binwu Wang, Kuo Yang, Huan Li, Yang Wang
2025	J	`jnl`	RayE-Sub: Countering Subgraph Degradation via Perfect Reconstruction. IEEE Trans. Knowl. Data Eng. Kuo Yang, Zhengyang Zhou, Xu Wang, Pengkun Wang, Limin Li, Yang Wang
2025	A*	`conf`	Revealing Concept Shift in Spatio-Temporal Graphs via State Learning. IJCAI Kuo Yang, Yunhe Guo, Qihe Huang, Zhengyang Zhou, Yang Wang
2025	J	`jnl`	Soft causal learning for generalized molecule property prediction: An environment modeling perspective. Knowl. Inf. Syst. Limin Li, Zhengyang Zhou, Kuo Yang, Wenjie Du, Pengkun Wang, Yang Wang
2025	J	`jnl`	Soft causal learning for generalized molecule property prediction: An environment perspective. CoRR Limin Li, Kuo Yang, Wenjie Du, Pengkun Wang, Zhengyang Zhou, Yang Wang
2025	Misc	`conf`	Spatiotemporal Causal Decoupling Model for Air Quality Forecasting. ICASSP Jiaming Ma, Guanjun Wang, Sheng Huang, Kuo Yang, Binwu Wang, Pengkun Wang, Yang Wang
2025	J	`jnl`	Spatiotemporal Causal Decoupling Model for Air Quality Forecasting. CoRR Jiaming Ma, Guanjun Wang, Sheng Huang, Kuo Yang, Binwu Wang, Pengkun Wang, Yang Wang
2025	A*	`conf`	SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation. ICML Jiayue Liu, Zhongchao Yi, Zhengyang Zhou, Qihe Huang, Kuo Yang, Xu Wang, Yang Wang
2025	J	`jnl`	SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation. CoRR Jiayue Liu, Zhongchao Yi, Zhengyang Zhou, Qihe Huang, Kuo Yang, Xu Wang, Yang Wang
2025	A*	`conf`	TimeBase: The Power of Minimalism in Efficient Long-term Time Series Forecasting. ICML Qihe Huang, Zhengyang Zhou, Kuo Yang, Zhongchao Yi, Xu Wang, Yang Wang
2024	J	`jnl`	ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolution. CoRR Zhengyang Zhou, Qihe Huang, Binwu Wang, Jianpeng Hou, Kuo Yang, Yuxuan Liang, Yang Wang
2024	—	`conf`	EMoNet: An environment causal learning for molecule OOD generalization. BIBM Limin Li, Kuo Yang, Wenjie Du, Zhongchao Yi, Zhengyang Zhou, Yang Wang
2024	J	`jnl`	FairSTG: Countering performance heterogeneity via collaborative sample-level optimization. CoRR Gengyu Lin, Zhengyang Zhou, Qihe Huang, Kuo Yang, Shifen Cheng, Yang Wang
2024	A*	`conf`	Improving Generalization of Dynamic Graph Learning via Environment Prompt. NeurIPS Kuo Yang, Zhengyang Zhou, Qihe Huang, Limin Li, Yuxuan Liang, Yang Wang
2024	A*	`conf`	LeRet: Language-Empowered Retentive Network for Time Series Forecasting. IJCAI Qihe Huang, Zhengyang Zhou, Kuo Yang, Gengyu Lin, Zhongchao Yi, Yang Wang
2024	J	`jnl`	Predicting Collective Human Mobility via Countering Spatiotemporal Heterogeneity. IEEE Trans. Mob. Comput. Zhengyang Zhou, Kuo Yang, Yuxuan Liang, Binwu Wang, Hongyang Chen, Yang Wang
2023	A*	`conf`	EXTRACT and REFINE: Finding a Support Subgraph Set for Graph Representation. KDD Kuo Yang, Zhengyang Zhou, Wei Sun, Pengkun Wang, Xu Wang, Yang Wang
2023	A*	`conf`	GReTo: Remedying dynamic graph topology-task discordance via target homophily. ICLR Zhengyang Zhou, Qihe Huang, Gengyu Lin, Kuo Yang, Lei Bai, Yang Wang
2023	A*	`conf`	Maintaining the Status Quo: Capturing Invariant Relations for OOD Spatiotemporal Learning. KDD Zhengyang Zhou, Qihe Huang, Kuo Yang, Kun Wang, Xu Wang, Yudong Zhang, Yuxuan Liang, Yang Wang
2023	A	`conf`	Towards Learning in Grey Spatiotemporal Systems: A Prophet to Non-consecutive Spatiotemporal Dynamics. SDM Zhengyang Zhou, Kuo Yang, Wei Sun, Binwu Wang, Min Zhou, Yunan Zong, Yang Wang
2022	J	`jnl`	Towards Learning in Grey Spatiotemporal Systems: A Prophet to Non-consecutive Spatiotemporal Dynamics. CoRR Zhengyang Zhou, Kuo Yang, Wei Sun, Binwu Wang, Min Zhou, Yunan Zong, Yang Wang