PPaperPicks

Dawei Cheng

37 papers at tracked venues · 25 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-5877-7387 ↗Homepage ↗

Venues

WWW ×7CIKM ×5IJCAI ×5AAAI ×4ICML ×4ICDE ×3ICLR ×3ACL ×2NeurIPS ×2ECML-PKDD ×1WSDM ×1

Frequent coauthors

Guibin Zhang
×9
Peng Zhu
×8
Yanwei Yue
×7
Yuqi Liang
×6
Kun Wang
×6
Changjun Jiang
×5
Xin Liu
×4
Ying Zhang
×4
Yifan Hu
×4
Tianlong Chen
×4
Xiaoyang Wang
×4
Xian Wu
×3

Papers

  1. Credit and Power Co-evolution Modeling with Dynamic Graph Learning
    WWW 2026 ·
    Wenhao Ying
    ,
    Peng Zhu
    ,
    Mingzhe Li
    ,
    Ziyan Wang
    , Dawei Cheng
  2. Delay-Aware Graph Neural Stochastic Differential Equations for Financial Time Series Modeling and Forecasting
    WWW 2026 ·
    Mingjie You
    , Dawei Cheng,
    Meilin Zhang
    ,
    Peng Zhu
    ,
    Yuqi Liang
  3. Robust Graph Learning on the Web: Challenges, Methods, and Applications
    WWW 2026 ·
    Xiang Ao
    ,
    Yang Liu
    ,
    Guansong Pang
    ,
    Yuanhao Ding
    ,
    Hezhe Qiao
    , Dawei Cheng,
    Qing He
  4. Role Perceptual Augmented Temporal Graph Network for Related-party Transaction Detection
    AAAI 2026 ·
    Xin Liu
    ,
    Yuanhang Yu
    ,
    Peng Zhu
    , Dawei Cheng,
    Changjun Jiang
  5. SoftHist: Teaching Graph Injection Attackers to Camouflage with Memory
    WSDM 2026 ·
    Yidong Jiang
    ,
    Ziwen Xu
    ,
    Linbo Shao
    ,
    Peng Zhu
    , Dawei Cheng
  6. AIGC for Graphs: Current Techniques and Future Trends
    ICDE 2025 ·
    Hanchen Wang
    , Dawei Cheng,
    Ying Zhang
    ,
    Wenjie Zhang
  7. AdaPatch: Adaptive Patch-Level Modeling for Non-Stationary Time Series Forecasting
    CIKM 2025 ·
    Kun Liu
    ,
    Zhongjie Duan
    ,
    Cen Chen
    ,
    Yanhao Wang
    , Dawei Cheng,
    Yuqi Liang
  8. Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting
    AAAI 2025 ·
    Yifan Hu
    ,
    Peiyuan Liu
    ,
    Peng Zhu
    , Dawei Cheng,
    Tao Dai
  9. AnchorCoT: Anchors Pave the Way for Multi-hop Reasoning
    ACL 2025 ·
    Tianshi Ming
    ,
    Xian Wu
    ,
    Yingying Zhang
    ,
    Zichuan Fu
    , Dawei Cheng
  10. Attack by Yourself: Effective and Unnoticeable Multi-Category Graph Backdoor Attacks with Subgraph Triggers Pool
    NeurIPS 2025 ·
    Jiangtong Li
    ,
    Dongyi Liu
    ,
    Kun Zhu
    , Dawei Cheng,
    Changjun Jiang
  11. Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems
    ICLR 2025 ·
    Guibin Zhang
    ,
    Yanwei Yue
    ,
    Zhixun Li
    ,
    Sukwon Yun
    ,
    Guancheng Wan
    ,
    Kun Wang
    , Dawei Cheng,
    Jeffrey Xu Yu
    ,
    Tianlong Chen
  12. Dual Pairwise Pre-training and Prompt-tuning with Aligned Prototypes for Interbank Credit Rating
    WWW 2025 ·
    Jiehao Tang
    ,
    Wenjun Wang
    , Dawei Cheng,
    Hui Zhao
    ,
    Changjun Jiang
  13. Efficient Dynamic Attributed Graph Generation
    ICDE 2025 ·
    Fan Li
    ,
    Xiaoyang Wang
    , Dawei Cheng,
    Cong Chen
    ,
    Ying Zhang
    ,
    Xuemin Lin
  14. Efficient Learning-Based Graph Simulation for Temporal Graphs
    ICDE 2025 ·
    Sheng Xiang
    ,
    Chenhao Xu
    , Dawei Cheng,
    Xiaoyang Wang
    ,
    Ying Zhang
  15. Enhancing Portfolio Optimization via Heuristic-Guided Inverse Reinforcement Learning with Multi-Objective Reward and Graph-based Policy Learning
    IJCAI 2025 ·
    Wenyi Zhang
    ,
    Renjun Jia
    ,
    Yanhao Wang
    , Dawei Cheng,
    Minghao Zhao
    ,
    Cen Chen
  16. Fast Track to Winning Tickets: Repowering One-Shot Pruning for Graph Neural Networks
    AAAI 2025 ·
    Yanwei Yue
    ,
    Guibin Zhang
    ,
    Haoran Yang
    , Dawei Cheng
  17. G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks
    ICML 2025 ·
    Guibin Zhang
    ,
    Yanwei Yue
    ,
    Xiangguo Sun
    ,
    Guancheng Wan
    ,
    Miao Yu
    ,
    Junfeng Fang
    ,
    Kun Wang
    ,
    Tianlong Chen
    , Dawei Cheng
  18. Generative Dynamic Graph Representation Learning for Conspiracy Spoofing Detection
    WWW 2025 ·
    Sheng Xiang
    ,
    Yidong Jiang
    ,
    Yunting Chen
    , Dawei Cheng,
    Guoping Zhao
    ,
    Changjun Jiang
  19. Grad: Guided Relation Diffusion Generation for Graph Augmentation in Graph Fraud Detection
    WWW 2025 ·
    Jie Yang
    ,
    Rui Zhang
    ,
    Ziyang Cheng
    , Dawei Cheng,
    Guang Yang
    ,
    Bo Wang
  20. MasRouter: Learning to Route LLMs for Multi-Agent Systems
    ACL 2025 ·
    Yanwei Yue
    ,
    Guibin Zhang
    ,
    Boyang Liu
    ,
    Guancheng Wan
    ,
    Kun Wang
    , Dawei Cheng,
    Yiyan Qi
  21. Multi-Granularity Augmented Graph Learning for Spoofing Transaction Detection
    WWW 2025 ·
    Xin Liu
    ,
    Haojun Rui
    , Dawei Cheng,
    Li Han
    ,
    Zhongyun Zhou
    ,
    Guoping Zhao
  22. Neighbor-enhanced Graph Pre-training and Prompt Learning Framework for Fraud Detection
    CIKM 2025 ·
    Ziyang Cheng
    ,
    Jie Yang
    ,
    Yixin Song
    , Dawei Cheng,
    Guang Yang
    ,
    Bo Wang
  23. PCAN: A Pandemic-Compatible Attentive Neural Network for Retail Sales Forecasting
    IJCAI 2025 ·
    Fan Li
    ,
    Guoxuan Wang
    ,
    Huiyu Chu
    , Dawei Cheng,
    Xiaoyang Wang
  24. Rationalizing and Augmenting Dynamic Graph Neural Networks
    ICLR 2025 ·
    Guibin Zhang
    ,
    Yiyan Qi
    ,
    Ziyang Cheng
    ,
    Yanwei Yue
    , Dawei Cheng,
    Jian Guo
  25. TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting
    ICML 2025 ·
    Yifan Hu
    ,
    Guibin Zhang
    ,
    Peiyuan Liu
    ,
    Disen Lan
    ,
    Naiqi Li
    , Dawei Cheng,
    Tao Dai
    ,
    Shu-Tao Xia
    ,
    Shirui Pan
  26. Asymmetric Graph-Based Deep Reinforcement Learning for Portfolio Optimization
    ECML-PKDD 2024 ·
    Haoyu Sun
    ,
    Xin Liu
    ,
    Yuxuan Bian
    ,
    Peng Zhu
    , Dawei Cheng,
    Yuqi Liang
  27. Cross-contextual Sequential Optimization via Deep Reinforcement Learning for Algorithmic Trading
    CIKM 2024 ·
    Kaiming Pan
    ,
    Yifan Hu
    ,
    Li Han
    ,
    Haoyu Sun
    , Dawei Cheng,
    Yuqi Liang
  28. Dynamic Graph-based Deep Reinforcement Learning with Long and Short-term Relation Modeling for Portfolio Optimization
    CIKM 2024 ·
    Haoyu Sun
    ,
    Yuxuan Bian
    ,
    Li Han
    ,
    Peng Zhu
    , Dawei Cheng,
    Yuqi Liang
  29. Effective High-order Graph Representation Learning for Credit Card Fraud Detection
    IJCAI 2024 ·
    Yao Zou
    , Dawei Cheng
  30. GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning
    NeurIPS 2024 ·
    Guibin Zhang
    ,
    Haonan Dong
    ,
    Yuchen Zhang
    ,
    Zhixun Li
    ,
    Dingshuo Chen
    ,
    Kai Wang
    ,
    Tianlong Chen
    ,
    Yuxuan Liang
    , Dawei Cheng,
    Kun Wang
  31. 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
  32. Hypergraph Self-supervised Learning with Sampling-efficient Signals
    IJCAI 2024 ·
    Fan Li
    ,
    Xiaoyang Wang
    , Dawei Cheng,
    Wenjie Zhang
    ,
    Ying Zhang
    ,
    Xuemin Lin
  33. LSR-IGRU: Stock Trend Prediction Based on Long Short-Term Relationships and Improved GRU
    CIKM 2024 ·
    Peng Zhu
    ,
    Yuante Li
    ,
    Yifan Hu
    ,
    Qinyuan Liu
    , Dawei Cheng,
    Yuqi Liang
  34. Multi-Patch Prediction: Adapting Language Models for Time Series Representation Learning
    ICML 2024 ·
    Yuxuan Bian
    ,
    Xuan Ju
    ,
    Jiangtong Li
    ,
    Zhijian Xu
    , Dawei Cheng,
    Qiang Xu
  35. Pre-trained Online Contrastive Learning for Insurance Fraud Detection
    AAAI 2024 ·
    Rui Zhang
    , Dawei Cheng,
    Jie Yang
    ,
    Yi Ouyang
    ,
    Xian Wu
    ,
    Yefeng Zheng
    ,
    Changjun Jiang
  36. Safeguarding Fraud Detection from Attacks: A Robust Graph Learning Approach
    IJCAI 2024 ·
    Jiasheng Wu
    ,
    Xin Liu
    , Dawei Cheng,
    Yi Ouyang
    ,
    Xian Wu
    ,
    Yefeng Zheng
  37. Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness
    ICML 2024 ·
    Guibin Zhang
    ,
    Yanwei Yue
    ,
    Kun Wang
    ,
    Junfeng Fang
    ,
    Yongduo Sui
    ,
    Kai Wang
    ,
    Yuxuan Liang
    , Dawei Cheng,
    Shirui Pan
    ,
    Tianlong Chen