PPaperPicks

Xu Wang

University of Science and Technology of China, Heifei, China

18 papers at tracked venues · 16 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-1492-3477 ↗Homepage ↗

Venues

AAAI ×3ICML ×3WWW ×3ICLR ×2ACL ×1ICDE ×1IJCAI ×1NeurIPS ×1SIGKDD ×1VLDB ×1WSDM ×1

Frequent coauthors

Yang Wang
×18
Zhengyang Zhou
×12
Pengkun Wang
×8
Yudong Zhang
×8
Binwu Wang
×7
Kuo Yang
×6
Xuan Yu
×6
Jiaming Ma
×4
Chen Zhang
×3
Zhaoyang Sun
×3
Yudong Zhang
×2
Lei Bai
×2

Papers

  1. AgentAsk: Multi-Agent Systems Need to Ask
    ACL 2026 ·
    Bohan Lin
    ,
    Kuo Yang
    ,
    Zelin Tan
    ,
    Yingchuan Lai
    ,
    Chen Zhang
    ,
    Guibin Zhang
    ,
    Xinlei Yu
    ,
    Miao Yu
    , Xu Wang,
    Yu-Dong Zhang
    ,
    Yang Wang
  2. BiST: A Lightweight and Efficient Bi-directional Model for Spatiotemporal Prediction
    VLDB 2025 ·
    Jiaming Ma
    ,
    Binwu Wang
    ,
    Pengkun Wang
    ,
    Zhengyang Zhou
    , Xu Wang,
    Yang Wang
  3. COFlowNet: Conservative Constraints on Flows Enable High-Quality Candidate Generation
    ICLR 2025 ·
    Yudong Zhang
    ,
    Xuan Yu
    , Xu Wang,
    Zhaoyang Sun
    ,
    Chen Zhang
    ,
    Pengkun Wang
    ,
    Yang Wang
  4. DIFFODE: Neural ODE with Differentiable Hidden State for Irregular Time Series Analysis
    ICDE 2025 ·
    Yudong Zhang
    , Xu Wang,
    Xuan Yu
    ,
    Zhengyang Zhou
    ,
    Xing Xu
    ,
    Lei Bai
    ,
    Yang Wang
  5. Do We Really Need GCNs in Traffic Forecasting? A Graph-Less Pure-MLP Architecture
    WWW 2025 ·
    Yudong Zhang
    , Xu Wang,
    Xuan Yu
    ,
    Kuo Yang
    ,
    Zhengyang Zhou
    ,
    Yang Wang
  6. Drawing Informative Gradients from Sources: A One-stage Transfer Learning Framework for Cross-city Spatiotemporal Forecasting
    AAAI 2025 ·
    Yudong Zhang
    , Xu Wang,
    Xuan Yu
    ,
    Zhaoyang Sun
    ,
    Kai Wang
    ,
    Yang Wang
  7. FedSTG: Breaking through Spatio-Temporal Data Silos with Federated Graph Learning
    WWW 2025 ·
    Yudong Zhang
    , Xu Wang,
    Xuan Yu
    ,
    Kuo Yang
    ,
    Zhengyang Zhou
    ,
    Yang Wang
  8. Less but More: Linear Adaptive Graph Learning Empowering Spatiotemporal Forecasting
    NeurIPS 2025 ·
    Jiaming Ma
    ,
    Binwu Wang
    ,
    Guanjun Wang
    ,
    Kuo Yang
    ,
    Zhengyang Zhou
    ,
    Pengkun Wang
    , Xu Wang,
    Yang Wang
  9. Robust Spatio-Temporal Centralized Interaction for OOD Learning
    ICML 2025 ·
    Jiaming Ma
    ,
    Binwu Wang
    ,
    Pengkun Wang
    ,
    Zhengyang Zhou
    , Xu Wang,
    Yang Wang
  10. SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation
    ICML 2025 ·
    Jiayue Liu
    ,
    Zhongchao Yi
    ,
    Zhengyang Zhou
    ,
    Qihe Huang
    ,
    Kuo Yang
    , Xu Wang,
    Yang Wang
  11. Time-Frequency Disentanglement Boosted Pre-Training: A Universal Spatio-Temporal Modeling Framework
    IJCAI 2025 ·
    Yudong Zhang
    ,
    Zhaoyang Sun
    , Xu Wang,
    Xuan Yu
    ,
    Kai Wang
    ,
    Yang Wang
  12. TimeBase: The Power of Minimalism in Efficient Long-term Time Series Forecasting
    ICML 2025 ·
    Qihe Huang
    ,
    Zhengyang Zhou
    ,
    Kuo Yang
    ,
    Zhongchao Yi
    , Xu Wang,
    Yang Wang
  13. CreST: A Credible Spatiotemporal Learning Framework for Uncertainty-aware Traffic Forecasting
    WSDM 2024 ·
    Zhengyang Zhou
    ,
    Jiahao Shi
    ,
    Hongbo Zhang
    ,
    Qiongyu Chen
    , Xu Wang,
    Hongyang Chen
    ,
    Yang Wang
  14. Kill Two Birds with One Stone: Rethinking Data Augmentation for Deep Long-tailed Learning
    ICLR 2024 ·
    Binwu Wang
    ,
    Pengkun Wang
    ,
    Wei Xu
    , Xu Wang,
    Yudong Zhang
    ,
    Kun Wang
    ,
    Yang Wang
  15. NondBREM: Nondeterministic Offline Reinforcement Learning for Large-Scale Order Dispatching
    AAAI 2024 ·
    Hongbo Zhang
    ,
    Guang Wang
    , Xu Wang,
    Zhengyang Zhou
    ,
    Chen Zhang
    ,
    Zheng Dong
    ,
    Yang Wang
  16. STONE: A Spatio-temporal OOD Learning Framework Kills Both Spatial and Temporal Shifts
    SIGKDD 2024 ·
    Binwu Wang
    ,
    Jiaming Ma
    ,
    Pengkun Wang
    , Xu Wang,
    Yudong Zhang
    ,
    Zhengyang Zhou
    ,
    Yang Wang
  17. Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective
    AAAI 2024 ·
    Binwu Wang
    ,
    Pengkun Wang
    ,
    Yudong Zhang
    , Xu Wang,
    Zhengyang Zhou
    ,
    Lei Bai
    ,
    Yang Wang
  18. When Imbalance Meets Imbalance: Structure-driven Learning for Imbalanced Graph Classification
    WWW 2024 ·
    Wei Xu
    ,
    Pengkun Wang
    ,
    Zhe Zhao
    ,
    Binwu Wang
    , Xu Wang,
    Yang Wang