PPaperPicks

Yang Wang

Chang'an University, Department of Information Engineering, Xi'an, Shaanxi, China

68 papers at tracked venues · 54 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-6079-7053 ↗

Venues

NeurIPS ×15AAAI ×11IJCAI ×9ICLR ×7ICML ×6ACL ×5WWW ×5EMNLP ×2SIGKDD ×2CIKM ×1CVPR ×1ICDE ×1ICRA ×1VLDB ×1WSDM ×1

Frequent coauthors

Zhengyang Zhou
×30
Pengkun Wang
×22
Xu Wang
×18
Binwu Wang
×15
Qihe Huang
×13
Kuo Yang
×12
Wenjie Du
×12
Zhe Zhao
×12
Yudong Zhang
×9
Haibin Wen
×8
Jiaming Ma
×7
Kun Wang
×7

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. Augur: Modeling Covariate Causal Associations in Time Series via Large Language Models
    ACL 2026 ·
    Zhiqing Cui
    ,
    Binwu Wang
    ,
    Qingxiang Liu
    ,
    Yeqiang Wang
    ,
    Zhengyang Zhou
    ,
    Yuxuan Liang
    , Yang Wang
  3. MSAnchor: De Novo Molecular Generation from Mass Spectrometry Data with Anchor-Extended Molecular Scaffolds
    AAAI 2026 ·
    Xiaohan Qin
    ,
    Chao Wang
    ,
    Zhengyang Zhou
    ,
    Linjiang Chen
    ,
    Wenjie Du
    , Yang Wang
  4. Med-SRAF: A Multi-Agent Framework for Medical Reasoning via Semantic Routing and Agentic Fusion
    ACL 2026 ·
    Xiao Li
    ,
    Zhuo Chen
    ,
    Jun Xia
    ,
    Hongxin Xiang
    ,
    Chao Wang
    ,
    Wenjie Du
    , Yang Wang
  5. QuiZSF: A Retrieval-Augmented Framework for Zero-Shot Time Series Forecasting
    WWW 2026 ·
    Shichao Ma
    ,
    Zhengyang Zhou
    ,
    Qihe Huang
    ,
    Binwu Wang
    , Yang Wang
  6. U2B: Scale-unbiased Representation Converter for Graph Classification with Imbalanced and Balanced Scale Distributions
    AAAI 2026 ·
    Guanjun Wang
    ,
    Jianhao Zhang
    ,
    Jiaming Ma
    ,
    Sheng Huang
    ,
    Pengkun Wang
    ,
    Zhengyang Zhou
    ,
    Binwu Wang
    , Yang Wang
  7. Balancing Model Efficiency and Performance: Adaptive Pruner for Long-tailed Data
    ICML 2025 ·
    Zhe Zhao
    ,
    Haibin Wen
    ,
    Pengkun Wang
    ,
    Shuang Wang
    ,
    Zhenkun Wang
    ,
    Qingfu Zhang
    , Yang Wang
  8. 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
  9. Boosting Image De-Raining via Central-Surrounding Synergistic Convolution
    AAAI 2025 ·
    Long Peng
    , Yang Wang,
    Xin Di
    ,
    Peizhe Xia
    ,
    Xueyang Fu
    ,
    Yang Cao
    ,
    Zheng-Jun Zha
  10. Bridging the Gap Between Cross-Domain Theory and Practical Application: A Case Study on Molecular Dissolution
    NeurIPS 2025 ·
    Sihan Wang
    ,
    Wenjie Du
    ,
    Qing Zhu
    , Yang Wang
  11. 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
  12. Causal Learning Meet Covariates: Empowering Lightweight and Effective Nationwide Air Quality Forecasting
    IJCAI 2025 ·
    Jiaming Ma
    ,
    Zhiqing Cui
    ,
    Binwu Wang
    ,
    Pengkun Wang
    ,
    Zhengyang Zhou
    ,
    Zhe Zhao
    , Yang Wang
  13. 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
  14. DO-CoLM: Dynamic 3D Conformation Relationships Capture with Self-Adaptive Ordering Molecular Relational Modeling in Language Models
    IJCAI 2025 ·
    Zhuo Chen
    ,
    Jiahui Zhang
    ,
    Sihan Wang
    ,
    Hongxin Xiang
    ,
    Jianmin Wang
    ,
    Wenjie Du
    , Yang Wang
  15. Deciphering the Extremes: A Novel Approach for Pathological Long-tailed Recognition in Scientific Discovery
    NeurIPS 2025 ·
    Zhe Zhao
    ,
    Haibin Wen
    ,
    Xianfu Liu
    ,
    Rui Mao
    ,
    Pengkun Wang
    ,
    Liheng Yu
    ,
    Linjiang Chen
    ,
    Bo An
    ,
    Qingfu Zhang
    , Yang Wang
  16. Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration
    IJCAI 2025 ·
    Long Peng
    ,
    Xin Di
    ,
    Zhanfeng Feng
    ,
    Wenbo Li
    ,
    Renjing Pei
    , Yang Wang,
    Xueyang Fu
    ,
    Yang Cao
    ,
    Zheng-Jun Zha
  17. 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
  18. 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
  19. Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth
    EMNLP 2025 · Yang Wang,
    Chenghao Xiao
    ,
    Chia-Yi Hsiao
    ,
    Zi Yan Chang
    ,
    Chi-Li Chen
    ,
    Tyler Loakman
    ,
    Chenghua Lin
  20. Dynamic and Chemical Constraints to Enhance the Molecular Masked Graph Autoencoders
    NeurIPS 2025 ·
    Jiahui Zhang
    ,
    Wenjie Du
    , Yang Wang
  21. Enhancing Graph Invariant Learning from a Negative Inference Perspective
    ICML 2025 ·
    Kuo Yang
    ,
    Zhengyang Zhou
    ,
    Qihe Huang
    ,
    Wenjie Du
    ,
    Limin Li
    ,
    Wu Jiang
    , Yang Wang
  22. Enhancing the Maximum Effective Window for Long-Term Time Series Forecasting
    NeurIPS 2025 ·
    Jiahui Zhang
    ,
    Zhengyang Zhou
    ,
    Wenjie Du
    , Yang Wang
  23. Exploiting Language Power for Time Series Forecasting with Exogenous Variables
    WWW 2025 ·
    Qihe Huang
    ,
    Zhengyang Zhou
    ,
    Kuo Yang
    , Yang Wang
  24. 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
  25. G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems
    ACL 2025 ·
    Shilong Wang
    ,
    Guibin Zhang
    ,
    Miao Yu
    ,
    Guancheng Wan
    ,
    Fanci Meng
    ,
    Chongye Guo
    ,
    Kun Wang
    , Yang Wang
  26. Integrating Drug Substructures and Longitudinal Electronic Health Records for Personalized Drug Recommendation
    NeurIPS 2025 ·
    Wenjie Du
    ,
    Xuqiang Li
    ,
    Jinke Feng
    ,
    Shuai Zhang
    ,
    Wen Zhang
    , Yang Wang
  27. Iterative Substructure Extraction for Molecular Relational Learning with Interactive Graph Information Bottleneck
    ICLR 2025 ·
    Shuai Zhang
    ,
    Junfeng Fang
    ,
    Xuqiang Li
    ,
    Hongxin Xiang
    ,
    Alan Xia
    ,
    Ye Wei
    ,
    Wenjie Du
    , Yang Wang
  28. LamPro: Multi-Prototype Representation Learning for Enhanced Visual Pattern Recognition
    ICRA 2025 ·
    Ji Qi
    ,
    Wei Sun
    ,
    Qihe Huang
    ,
    Zhengyang Zhou
    , Yang Wang
  29. 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
  30. MTGIB-UNet: A Multi-Task Graph Information Bottleneck and Uncertainty Weighted Network for ADMET Prediction
    IJCAI 2025 ·
    Xuqiang Li
    ,
    Wenjie Du
    ,
    Jun Xia
    ,
    Jianmin Wang
    ,
    Xiaoqi Wang
    ,
    Yang Yang
    , Yang Wang
  31. Many Minds, One Goal: Time Series Forecasting via Sub-task Specialization and Inter-agent Cooperation
    NeurIPS 2025 ·
    Qihe Huang
    ,
    Zhengyang Zhou
    ,
    Yangze Li
    ,
    Kuo Yang
    ,
    Binwu Wang
    , Yang Wang
  32. MoFo: Empowering Long-term Time Series Forecasting with Periodic Pattern Modeling
    NeurIPS 2025 ·
    Jiaming Ma
    ,
    Binwu Wang
    ,
    Qihe Huang
    ,
    Guanjun Wang
    ,
    Pengkun Wang
    ,
    Zhengyang Zhou
    , Yang Wang
  33. ModuLM: Enabling Modular and Multimodal Molecular Relational Learning with Large Language Models
    NeurIPS 2025 ·
    Zhuo Chen
    ,
    Yizhen Zheng
    ,
    Huan Yee Koh
    ,
    Hongxin Xiang
    ,
    Linjiang Chen
    ,
    Wenjie Du
    , Yang Wang
  34. Multi-label Self Knowledge Distillation
    AAAI 2025 ·
    Xucong Wang
    ,
    Pengkun Wang
    ,
    Shurui Zhang
    ,
    Miao Fang
    , Yang Wang
  35. NetSafe: Exploring the Topological Safety of Multi-agent System
    ACL 2025 ·
    Miao Yu
    ,
    Shilong Wang
    ,
    Guibin Zhang
    ,
    Junyuan Mao
    ,
    Chenlong Yin
    ,
    Qijiong Liu
    ,
    Kun Wang
    ,
    Qingsong Wen
    , Yang Wang
  36. Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics
    ICLR 2025 ·
    Zaige Fei
    ,
    Fan Xu
    ,
    Junyuan Mao
    ,
    Yuxuan Liang
    ,
    Qingsong Wen
    ,
    Kun Wang
    ,
    Hao Wu
    , Yang Wang
  37. PMQ-VE: Progressive Multi-Frame Quantization for Video Enhancement
    NeurIPS 2025 ·
    Zhanfeng Feng
    ,
    Long Peng
    ,
    Xin Di
    ,
    Yong Guo
    ,
    Wenbo Li
    ,
    Yulun Zhang
    ,
    Renjing Pei
    , Yang Wang,
    Yang Cao
    ,
    Zheng-Jun Zha
  38. QMambaBSR: Burst Image Super-Resolution with Query State Space Model
    CVPR 2025 ·
    Xin Di
    ,
    Long Peng
    ,
    Peizhe Xia
    ,
    Wenbo Li
    ,
    Renjing Pei
    ,
    Yang Cao
    , Yang Wang,
    Zheng-Jun Zha
  39. Revealing Concept Shift in Spatio-Temporal Graphs via State Learning
    IJCAI 2025 ·
    Kuo Yang
    ,
    Yunhe Guo
    ,
    Qihe Huang
    ,
    Zhengyang Zhou
    , Yang Wang
  40. Robust Spatio-Temporal Centralized Interaction for OOD Learning
    ICML 2025 ·
    Jiaming Ma
    ,
    Binwu Wang
    ,
    Pengkun Wang
    ,
    Zhengyang Zhou
    ,
    Xu Wang
    , Yang Wang
  41. SMamba: Sparse Mamba for Event-based Object Detection
    AAAI 2025 ·
    Nan Yang
    , Yang Wang,
    Zhanwen Liu
    ,
    Meng Li
    ,
    Yisheng An
    ,
    Xiangmo Zhao
  42. STEM-LTS: Integrating Semantic-Temporal Dynamics in LLM-driven Time Series Analysis
    AAAI 2025 ·
    Zhe Zhao
    ,
    Pengkun Wang
    ,
    Haibin Wen
    ,
    Shuang Wang
    ,
    Liheng Yu
    , Yang Wang
  43. 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
  44. TS-MOF: Two-Stage Multi-Objective Fine-tuning for Long-Tailed Recognition
    NeurIPS 2025 ·
    Zhe Zhao
    ,
    Zhiheng Gong
    ,
    Pengkun Wang
    ,
    Haibin Wen
    ,
    Cankun Guo
    ,
    Bo Xue
    ,
    Xi Lin
    ,
    Zhenkun Wang
    ,
    Qingfu Zhang
    , Yang Wang
  45. 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
  46. 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
  47. Towards Realistic Data Generation for Real-World Super-Resolution
    ICLR 2025 ·
    Long Peng
    ,
    Wenbo Li
    ,
    Renjing Pei
    ,
    Jingjing Ren
    ,
    Jiaqi Xu
    , Yang Wang,
    Yang Cao
    ,
    Zheng-Jun Zha
  48. A Twist for Graph Classification: Optimizing Causal Information Flow in Graph Neural Networks
    AAAI 2024 ·
    Zhe Zhao
    ,
    Pengkun Wang
    ,
    Haibin Wen
    ,
    Yudong Zhang
    ,
    Zhengyang Zhou
    , Yang Wang
  49. Breaking Long-Tailed Learning Bottlenecks: A Controllable Paradigm with Hypernetwork-Generated Diverse Experts
    NeurIPS 2024 ·
    Zhe Zhao
    ,
    Haibin Wen
    ,
    Zikang Wang
    ,
    Pengkun Wang
    ,
    Fanfu Wang
    ,
    Song Lai
    ,
    Qingfu Zhang
    , Yang Wang
  50. 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
  51. Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework
    NeurIPS 2024 ·
    Zhongchao Yi
    ,
    Zhengyang Zhou
    ,
    Qihe Huang
    ,
    Yanjiang Chen
    ,
    Liheng Yu
    ,
    Xu Wang
    , Yang Wang
  52. Graph Lottery Ticket Automated
    ICLR 2024 ·
    Guibin Zhang
    ,
    Kun Wang
    ,
    Wei Huang
    ,
    Yanwei Yue
    , Yang Wang,
    Roger Zimmermann
    ,
    Aojun Zhou
    ,
    Dawei Cheng
    ,
    Jin Zeng
    ,
    Yuxuan Liang
  53. HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting
    AAAI 2024 ·
    Qihe Huang
    ,
    Lei Shen
    ,
    Ruixin Zhang
    ,
    Jiahuan Cheng
    ,
    Shouhong Ding
    ,
    Zhengyang Zhou
    , Yang Wang
  54. Improving Generalization of Dynamic Graph Learning via Environment Prompt
    NeurIPS 2024 ·
    Kuo Yang
    ,
    Zhengyang Zhou
    ,
    Qihe Huang
    ,
    Limin Li
    ,
    Yuxuan Liang
    , Yang Wang
  55. 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
  56. LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed Problems
    NeurIPS 2024 ·
    Pengkun Wang
    ,
    Zhe Zhao
    ,
    Haibin Wen
    ,
    Fanfu Wang
    ,
    Binwu Wang
    ,
    Qingfu Zhang
    , Yang Wang
  57. LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay
    EMNLP 2024 ·
    Yihuai Lan
    ,
    Zhiqiang Hu
    ,
    Lei Wang
    , Yang Wang,
    Deheng Ye
    ,
    Peilin Zhao
    ,
    Ee-Peng Lim
    ,
    Hui Xiong
    ,
    Hao Wang
  58. LeRet: Language-Empowered Retentive Network for Time Series Forecasting
    IJCAI 2024 ·
    Qihe Huang
    ,
    Zhengyang Zhou
    ,
    Kuo Yang
    ,
    Gengyu Lin
    ,
    Zhongchao Yi
    , Yang Wang
  59. MMGNN: A Molecular Merged Graph Neural Network for Explainable Solvation Free Energy Prediction
    IJCAI 2024 ·
    Wenjie Du
    ,
    Shuai Zhang
    ,
    Di Wu
    ,
    Jun Xia
    ,
    Ziyuan Zhao
    ,
    Junfeng Fang
    , Yang Wang
  60. Make Bricks with a Little Straw: Large-Scale Spatio-Temporal Graph Learning with Restricted GPU-Memory Capacity
    IJCAI 2024 ·
    Binwu Wang
    ,
    Pengkun Wang
    ,
    Zhengyang Zhou
    ,
    Zhe Zhao
    ,
    Wei Xu
    , Yang Wang
  61. 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
  62. NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling
    ICLR 2024 ·
    Kun Wang
    ,
    Hao Wu
    ,
    Yifan Duan
    ,
    Guibin Zhang
    ,
    Kai Wang
    ,
    Xiaojiang Peng
    ,
    Yu Zheng
    ,
    Yuxuan Liang
    , Yang Wang
  63. 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
  64. The Snowflake Hypothesis: Training and Powering GNN with One Node One Receptive Field
    SIGKDD 2024 ·
    Kun Wang
    ,
    Guohao Li
    ,
    Shilong Wang
    ,
    Guibin Zhang
    ,
    Kai Wang
    ,
    Yang You
    ,
    Junfeng Fang
    ,
    Xiaojiang Peng
    ,
    Yuxuan Liang
    , Yang Wang
  65. 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
  66. Two Fists, One Heart: Multi-Objective Optimization Based Strategy Fusion for Long-tailed Learning
    ICML 2024 ·
    Zhe Zhao
    ,
    Pengkun Wang
    ,
    Haibin Wen
    ,
    Wei Xu
    ,
    Song Lai
    ,
    Qingfu Zhang
    , Yang Wang
  67. 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
  68. XRDMamba: Large-scale Crystal Material Space Group Identification with Selective State Space Model
    CIKM 2024 ·
    Liheng Yu
    ,
    Pengkun Wang
    ,
    Zhe Zhao
    ,
    Zhongchao Yi
    ,
    Sun Nan
    ,
    Di Wu
    , Yang Wang