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Zhengyang Zhou

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

42

Venues

13

Active years

2019–2026

Best venue rank

A*

Where they publish

Papers

42 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAITalk2Image: A Multi-Agent System for Multi-Turn Image Generation and Editing.Shichao Ma, Yunhe Guo, Jiahao Su, Qihe Huang, Zhengyang Zhou, Yang Wang
2026AAAIMSAnchor: De Novo Molecular Generation from Mass Spectrometry Data with Anchor-Extended Molecular Scaffolds.Xiaohan Qin, Chao Wang, Zhengyang Zhou, Linjiang Chen, Wenjie Du, Yang Wang
2026AAAIU2B: Scale-unbiased Representation Converter for Graph Classification with Imbalanced and Balanced Scale Distributions.Guanjun Wang, Jianhao Zhang, Jiaming Ma, Sheng Huang, Pengkun Wang, Zhengyang Zhou, Binwu Wang, Yang Wang
2026ACLAugur: Modeling Covariate Causal Associations in Time Series via Large Language Models.Zhiqing Cui, Binwu Wang, Qingxiang Liu, Yeqiang Wang, Zhengyang Zhou, Yuxuan Liang, Yang Wang
2026ACLTSPO: Breaking the Double Homogenization Dilemma in Multi-turn Search Policy Optimization.Shichao Ma, Zhiyuan Ma, Ming Yang, Xiaofan Li, Xing Wu, Jintao Du, Yu Cheng, Weiqiang Wang, Qiliang Liu, Zhengyang Zhou, Yang Wang
2026WWWQuiZSF: A Retrieval-Augmented Framework for Zero-Shot Time Series Forecasting.Shichao Ma, Zhengyang Zhou, Qihe Huang, Binwu Wang, Yang Wang
2026WWWDualGR: Generative Retrieval with Long and Short-Term Interests Modeling.Zhongchao Yi, Kai Feng, Xiaojian Ma, Yalong Wang, Yongqi Liu, Han Li, Zhengyang Zhou, Yang Wang
2025ICDEDIFFODE: Neural ODE with Differentiable Hidden State for Irregular Time Series Analysis.Yudong Zhang, Xu Wang, Xuan Yu, Zhengyang Zhou, Xing Xu, Lei Bai, Yang Wang
2025ICMLTimeBase: The Power of Minimalism in Efficient Long-term Time Series Forecasting.Qihe Huang, Zhengyang Zhou, Kuo Yang, Zhongchao Yi, Xu Wang, Yang Wang
2025ICMLSynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation.Jiayue Liu, Zhongchao Yi, Zhengyang Zhou, Qihe Huang, Kuo Yang, Xu Wang, Yang Wang
2025ICMLRobust Spatio-Temporal Centralized Interaction for OOD Learning.Jiaming Ma, Binwu Wang, Pengkun Wang, Zhengyang Zhou, Xu Wang, Yang Wang
2025ICMLEnhancing Graph Invariant Learning from a Negative Inference Perspective.Kuo Yang, Zhengyang Zhou, Qihe Huang, Wenjie Du, Limin Li, Wu Jiang, Yang Wang
2025IJCAICausal Learning Meet Covariates: Empowering Lightweight and Effective Nationwide Air Quality Forecasting.Jiaming Ma, Zhiqing Cui, Binwu Wang, Pengkun Wang, Zhengyang Zhou, Zhe Zhao, Yang Wang
2025IJCAIRevealing Concept Shift in Spatio-Temporal Graphs via State Learning.Kuo Yang, Yunhe Guo, Qihe Huang, Zhengyang Zhou, Yang Wang
2025ICRALamPro: Multi-Prototype Representation Learning for Enhanced Visual Pattern Recognition.Ji Qi, Wei Sun, Qihe Huang, Zhengyang Zhou, Yang Wang
2025WWWDo 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
2025WWWExploiting Language Power for Time Series Forecasting with Exogenous Variables.Qihe Huang, Zhengyang Zhou, Kuo Yang, Yang Wang
2025WWWFedSTG: Breaking through Spatio-Temporal Data Silos with Federated Graph Learning.Yudong Zhang, Xu Wang, Xuan Yu, Kuo Yang, Zhengyang Zhou, Yang Wang
2024AAAIHDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting.Qihe Huang, Lei Shen, Ruixin Zhang, Jiahuan Cheng, Shouhong Ding, Zhengyang Zhou, Yang Wang
2024AAAITowards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective.Binwu Wang, Pengkun Wang, Yudong Zhang, Xu Wang, Zhengyang Zhou, Lei Bai, Yang Wang
2024AAAIEarthfarsser: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model.Hao Wu, Yuxuan Liang, Wei Xiong, Zhengyang Zhou, Wei Huang, Shilong Wang, Kun Wang
2024AAAINondBREM: Nondeterministic Offline Reinforcement Learning for Large-Scale Order Dispatching.Hongbo Zhang, Guang Wang, Xu Wang, Zhengyang Zhou, Chen Zhang, Zheng Dong, Yang Wang
2024AAAIA Twist for Graph Classification: Optimizing Causal Information Flow in Graph Neural Networks.Zhe Zhao, Pengkun Wang, Haibin Wen, Yudong Zhang, Zhengyang Zhou, Yang Wang
2024IJCAILeRet: Language-Empowered Retentive Network for Time Series Forecasting.Qihe Huang, Zhengyang Zhou, Kuo Yang, Gengyu Lin, Zhongchao Yi, Yang Wang
2024IJCAITowards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning.Kang Luo, Yuanshao Zhu, Wei Chen, Kun Wang, Zhengyang Zhou, Sijie Ruan, Yuxuan Liang
2024IJCAIMake Bricks with a Little Straw: Large-Scale Spatio-Temporal Graph Learning with Restricted GPU-Memory Capacity.Binwu Wang, Pengkun Wang, Zhengyang Zhou, Zhe Zhao, Wei Xu, Yang Wang
2024KDDSTONE: A Spatio-temporal OOD Learning Framework Kills Both Spatial and Temporal Shifts.Binwu Wang, Jiaming Ma, Pengkun Wang, Xu Wang, Yudong Zhang, Zhengyang Zhou, Yang Wang
2024WWWScenario-Driven Cyber-Physical-Social System: Intelligent Workflow Generation Based on Capability.Yi Li, Xinkui Zhao, Chen Chen, Shengye Pang, Zhengyang Zhou, Jianwei Yin
2024WSDMCreST: A Credible Spatiotemporal Learning Framework for Uncertainty-aware Traffic Forecasting.Zhengyang Zhou, Jiahao Shi, Hongbo Zhang, Qiongyu Chen, Xu Wang, Hongyang Chen, Yang Wang
2023ICLRGReTo: Remedying dynamic graph topology-task discordance via target homophily.Zhengyang Zhou, Qihe Huang, Gengyu Lin, Kuo Yang, Lei Bai, Yang Wang
2023KDDPattern Expansion and Consolidation on Evolving Graphs for Continual Traffic Prediction.Binwu Wang, Yudong Zhang, Xu Wang, Pengkun Wang, Zhengyang Zhou, Lei Bai, Yang Wang
2023KDDAn Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time Series.Xu Wang, Hongbo Zhang, Pengkun Wang, Yudong Zhang, Binwu Wang, Zhengyang Zhou, Yang Wang
2023KDDEXTRACT and REFINE: Finding a Support Subgraph Set for Graph Representation.Kuo Yang, Zhengyang Zhou, Wei Sun, Pengkun Wang, Xu Wang, Yang Wang
2023KDDMaintaining 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
2023WSDMA Multi-graph Fusion Based Spatiotemporal Dynamic Learning Framework.Xu Wang, Lianliang Chen, Hongbo Zhang, Pengkun Wang, Zhengyang Zhou, Yang Wang
2023SDMTowards 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
2022WSDMCMT-Net: A Mutual Transition Aware Framework for Taxicab Pick-ups and Drop-offs Co-Prediction.Yudong Zhang, Binwu Wang, Ziyang Shan, Zhengyang Zhou, Yang Wang
2021ICDETrajForesee: How limited detailed trajectories enhance large-scale sparse information to predict vehicle trajectories?Kangjia Shao, Yang Wang, Zhengyang Zhou, Xike Xie, Guang Wang
2021WWWSTUaNet: Understanding Uncertainty in Spatiotemporal Collective Human Mobility.Zhengyang Zhou, Yang Wang, Xike Xie, Lei Qiao, Yuantao Li
2020AAAIRiskOracle: A Minute-Level Citywide Traffic Accident Forecasting Framework.Zhengyang Zhou, Yang Wang, Xike Xie, Lianliang Chen, Hengchang Liu
2019ICDMAn Integrated Model for Urban Subregion House Price Forecasting: A Multi-source Data Perspective.Chuancai Ge, Yang Wang, Xike Xie, Hengchang Liu, Zhengyang Zhou
2019MDMAttention Based Stack ResNet for Citywide Traffic Accident Prediction.Zhengyang Zhou