Xu Wang

52 papers A* 18A 2Misc 4Journal 23Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
A General ReLearner: Empowering Spatiotemporal Prediction by Re-learning Input-label Residual.
CoRR
Jiaming Ma, Binwu Wang, Pengkun Wang, Xu Wang, Zhengyang Zhou, Yang Wang
2026 J jnl
NuwaDynamics+: A Causality-Aware Generative Framework for Spatio-Temporal Representation Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Kun Wang, Yifan Duan, Hao Wu, Jian Zhao, Kai Wang, Zhengyang Zhou, Yuxuan Liang, Xu Wang, Yang Wang, Yu Zheng, Xuelong Li
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
BiST: A Lightweight and Efficient Bi-directional Model for Spatiotemporal Prediction.
Proc. VLDB Endow.
Jiaming Ma, Binwu Wang, Pengkun Wang, Zhengyang Zhou, Xu Wang, Yang Wang
2025 A* conf
COFlowNet: Conservative Constraints on Flows Enable High-Quality Candidate Generation.
ICLR
Yudong Zhang, Xuan Yu, Xu Wang, Zhaoyang Sun, Chen Zhang, Pengkun Wang, Yang Wang
2025 J jnl
Condition-Guided Urban Traffic Co-Prediction With Multiple Sparse Surveillance Data.
IEEE Trans. Veh. Technol.
Binwu Wang, Pengkun Wang, Yudong Zhang, Xu Wang, Zhengyang Zhou, Yang Wang
2025 A* conf
DIFFODE: Neural ODE with Differentiable Hidden State for Irregular Time Series Analysis.
ICDE
Yudong Zhang, Xu Wang, Xuan Yu, Zhengyang Zhou, Xing Xu, Lei Bai, Yang Wang
2025 J jnl
Delayed Bottlenecking: Alleviating Forgetting in Pre-trained Graph Neural Networks.
IEEE Trans. Knowl. Data Eng.
Zhe Zhao, Pengkun Wang, Xu Wang, Haibin Wen, Xiaolong Xie, Zhengyang Zhou, Qingfu Zhang, 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
Drawing Informative Gradients from Sources: A One-stage Transfer Learning Framework for Cross-city Spatiotemporal Forecasting.
AAAI
Yudong Zhang, Xu Wang, Xuan Yu, Zhaoyang Sun, Kai Wang, Yang Wang
2025 Misc conf
Embedding Enhanced MLP Enables Simple and Extensible Spatiotemporal Forecasting.
ICASSP
Ziyan Wang, Yudong Zhang, Pengkun Wang, Xu Wang, 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
MobiMixer: A Multi-Scale Spatiotemporal Mixing Model for Mobile Traffic Prediction.
IEEE Trans. Mob. Comput.
Jiaming Ma, Binwu Wang, Pengkun Wang, Zhengyang Zhou, Yudong Zhang, Xu Wang, 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
Robust Spatio-Temporal Centralized Interaction for OOD Learning.
ICML
Jiaming Ma, Binwu Wang, Pengkun Wang, Zhengyang Zhou, Xu 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
Time-Frequency Disentanglement Boosted Pre-Training: A Universal Spatio-Temporal Modeling Framework.
IJCAI
Yudong Zhang, Zhaoyang Sun, Xu Wang, Xuan Yu, Kai Wang, Yang Wang
2025 Misc conf
Time-Space-Interlaced Spatiotemporal Graph Forecasting via Two-Stage Summarized Attention.
ICASSP
Zhaoyang Sun, Yudong Zhang, Xuan Yu, Kai Wang, Binwu Wang, Yang Wang, Xu 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
Adaptive and Interactive Multi-Level Spatio-Temporal Network for Traffic Forecasting.
IEEE Trans. Intell. Transp. Syst.
Yudong Zhang, Pengkun Wang, Binwu Wang, Xu Wang, Zhe Zhao, Zhengyang Zhou, Lei Bai, Yang Wang
2024 A conf
CreST: A Credible Spatiotemporal Learning Framework for Uncertainty-aware Traffic Forecasting.
WSDM
Zhengyang Zhou, Jiahao Shi, Hongbo Zhang, Qiongyu Chen, Xu Wang, Hongyang Chen, Yang Wang
2024 J jnl
Delayed Bottlenecking: Alleviating Forgetting in Pre-trained Graph Neural Networks.
CoRR
Zhe Zhao, Pengkun Wang, Xu Wang, Haibin Wen, Xiaolong Xie, Zhengyang Zhou, Qingfu Zhang, Yang Wang
2024 J jnl
Face Anti-Spoofing with Unknown Attacks: A Comprehensive Feature Extraction and Representation Perspective.
J. Comput. Sci. Technol.
Li-Min Li, Binwu Wang, Xu Wang, Pengkun Wang, Yudong Zhang, Yang Wang
2024 Misc conf
Gradient Reactivation Enhanced Causal Attention for Out-Of-Distribution Generalizable Graph Classification.
ICASSP
Xu Wang, Pengfei Gu, Yudong Zhang, Binwu Wang, Pengkun Wang, Yang Wang
2024 A* conf
Kill Two Birds with One Stone: Rethinking Data Augmentation for Deep Long-tailed Learning.
ICLR
Binwu Wang, Pengkun Wang, Wei Xu, Xu Wang, Yudong Zhang, Kun Wang, Yang Wang
2024 J jnl
Latent Gaussian Processes Based Graph Learning for Urban Traffic Prediction.
IEEE Trans. Veh. Technol.
Xu Wang, Pengkun Wang, Binwu Wang, Yudong Zhang, Zhengyang Zhou, Lei Bai, Yang Wang
2024 J jnl
Meta Koopman decomposition for time series forecasting under temporal distribution shifts.
Adv. Eng. Informatics
Yudong Zhang, Xu Wang, Zhaoyang Sun, Pengkun Wang, Binwu Wang, Limin Li, Yang Wang
2024 J jnl
Modeling Spatio-Temporal Mobility Across Data Silos via Personalized Federated Learning.
IEEE Trans. Mob. Comput.
Yudong Zhang, Xu Wang, Pengkun Wang, Binwu Wang, Zhengyang Zhou, Yang Wang
2024 A* conf
NondBREM: Nondeterministic Offline Reinforcement Learning for Large-Scale Order Dispatching.
AAAI
Hongbo Zhang, Guang Wang, Xu Wang, Zhengyang Zhou, Chen Zhang, Zheng Dong, Yang Wang
2024 A* conf
STONE: A Spatio-temporal OOD Learning Framework Kills Both Spatial and Temporal Shifts.
KDD
Binwu Wang, Jiaming Ma, Pengkun Wang, Xu Wang, Yudong Zhang, Zhengyang Zhou, Yang Wang
2024 A* conf
Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective.
AAAI
Binwu Wang, Pengkun Wang, Yudong Zhang, Xu Wang, Zhengyang Zhou, Lei Bai, Yang Wang
2024 A* conf
When Imbalance Meets Imbalance: Structure-driven Learning for Imbalanced Graph Classification.
WWW
Wei Xu, Pengkun Wang, Zhe Zhao, Binwu Wang, Xu Wang, Yang Wang
2023 — conf
A Knowledge-Driven Memory System for Traffic Flow Prediction.
DASFAA (4)
Binwu Wang, Yudong Zhang, Pengkun Wang, Xu Wang, Lei Bai, Yang Wang
2023 A conf
A Multi-graph Fusion Based Spatiotemporal Dynamic Learning Framework.
WSDM
Xu Wang, Lianliang Chen, Hongbo Zhang, Pengkun Wang, Zhengyang Zhou, Yang Wang
2023 J jnl
A2DJP: A Two Graph-Based Component Fused Learning Framework for Urban Anomaly Distribution and Duration Joint-Prediction.
IEEE Trans. Knowl. Data Eng.
Kun Wang, Zhengyang Zhou, Xu Wang, Pengkun Wang, Qi Fang, Yang Wang
2023 A* conf
An Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time Series.
KDD
Xu Wang, Hongbo Zhang, Pengkun Wang, Yudong Zhang, Binwu Wang, Zhengyang Zhou, 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 J jnl
Graph-Free Learning in Graph-Structured Data: A More Efficient and Accurate Spatiotemporal Learning Perspective.
CoRR
Xu Wang, Pengfei Gu, Pengkun Wang, Binwu Wang, Zhengyang Zhou, Lei Bai, Yang Wang
2023 J jnl
Joint Gated Co-Attention Based Multi-Modal Networks for Subregion House Price Prediction.
IEEE Trans. Knowl. Data Eng.
Pengkun Wang, Chuancai Ge, Zhengyang Zhou, Xu Wang, Yuantao Li, Yang Wang
2023 J jnl
Knowledge Expansion and Consolidation for Continual Traffic Prediction With Expanding Graphs.
IEEE Trans. Intell. Transp. Syst.
Binwu Wang, Yudong Zhang, Jiahao Shi, Pengkun Wang, Xu Wang, Lei Bai, Yang Wang
2023 — conf
Long-Tailed Time Series Classification via Feature Space Rebalancing.
DASFAA (1)
Pengkun Wang, Xu Wang, Binwu Wang, Yudong Zhang, 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
Pattern Expansion and Consolidation on Evolving Graphs for Continual Traffic Prediction.
KDD
Binwu Wang, Yudong Zhang, Xu Wang, Pengkun Wang, Zhengyang Zhou, Lei Bai, Yang Wang
2023 Misc conf
Pondering About Task Spatial Misalignment: Classification-Localization Equilibrated Object Detection.
ICASSP
Yudong Zhang, Wei Lu, Xu Wang, Pengkun Wang, Yang Wang
2023 A* conf
Searching Lottery Tickets in Graph Neural Networks: A Dual Perspective.
ICLR
Kun Wang, Yuxuan Liang, Pengkun Wang, Xu Wang, Pengfei Gu, Junfeng Fang, Yang Wang
2022 J jnl
3DCANN: A Spatio-Temporal Convolution Attention Neural Network for EEG Emotion Recognition.
IEEE J. Biomed. Health Informatics
Shuaiqi Liu, Xu Wang, Ling Zhao, Bing Li, Weiming Hu, Jie Yu, Yudong Zhang
2022 A* conf
Countering Modal Redundancy and Heterogeneity: A Self-Correcting Multimodal Fusion.
ICDM
Pengkun Wang, Xu Wang, Binwu Wang, Yudong Zhang, Lei Bai, Yang Wang
2022 J jnl
Inferring Intersection Traffic Patterns With Sparse Video Surveillance Information: An ST-GAN Method.
IEEE Trans. Veh. Technol.
Pengkun Wang, Chaochao Zhu, Xu Wang, Zhengyang Zhou, Guang Wang, Yang Wang
2021 J jnl
Subject-Independent Emotion Recognition of EEG Signals Based on Dynamic Empirical Convolutional Neural Network.
IEEE ACM Trans. Comput. Biol. Bioinform.
Shuaiqi Liu, Xu Wang, Ling Zhao, Jie Zhao, Qi Xin, Shui-Hua Wang
2018 — conf
Implementation of Bus Value-Added Service Platform via Crowdsourcing Incentive.
ER Workshops
Yan-sheng Chai, Huang-lei Ma, Lin-quan Xing, Xu Wang, Bohan Li