| Credit card fraud detection using convolutional neural networks K Fu, D Cheng, Y Tu, L Zhang International Conference on Neural Information Processing, 483-490, 2016 | 351 | 2016 |
| Financial time series forecasting with multi-modality graph neural network D Cheng, F Yang, S Xiang, J Liu Pattern Recognition 121, 108218, 2022 | 229 | 2022 |
| Graph Neural Network for Fraud Detection via Spatial-temporal Attention D Cheng, X Wang, Y Zhang, L Zhang TKDE, IEEE Transactions on Knowledge and Data Engineering, 2020 | 120 | 2020 |
| Spatio-Temporal Attention-Based Neural Network for Credit Card Fraud Detection D Cheng, S Xiang, C Shang, Y Zhang, F Yang, L Zhang AAAI, Proceedings of the AAAI Conference on Artificial Intelligence, 362-369, 2020 | 105 | 2020 |
| Knowledge Graph-based Event Embedding Framework for Financial Quantitative Investments D Cheng, F Yang, X Wang, Y Zhang, L Zhang SIGIR, ACM International Conference on Research and Development in …, 2020 | 90 | 2020 |
| AgriKG: an agricultural knowledge graph and its applications Y Chen, J Kuang, D Cheng, J Zheng, M Gao, A Zhou DASFAA, International Conference on Database Systems for Advanced …, 2019 | 62 | 2019 |
| Risk Assessment for Networked-guarantee Loans Using High-order Graph Attention Representation D Cheng, Y Tu, Z Ma, Z Niu, L Zhang IJCAI, International Joint Conference on Artificial Intelligence, 5822-5828, 2019 | 47 | 2019 |
| F-HMTC: Detecting Financial Events for Investment Decisions Based on Neural Hierarchical Multi-Label Text Classification X Liang, D Cheng, F Yang, Y Luo, W Qian, A Zhou IJCAI, International Joint Conference on Artificial Intelligence, 4490-4498, 2020 | 45 | 2020 |
| Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction S Xiang, D Cheng, C Shang, Y Zhang, Y Liang CIKM, Proceedings of the 31st ACM International Conference on Information …, 2022 | 44 | 2022 |
| Image Cropping with Composition and Saliency Aware Aesthetic Score Map Y Tu, L Niu, W Zhao, D Cheng, L Zhang AAAI, Proceedings of the AAAI Conference on Artificial Intelligence, 12104-12111, 2020 | 42 | 2020 |
| Improving Chinese Named Entity Recognition by Large-scale Syntactic Dependency Graph P Zhu, D Cheng, F Yang, Y Luo, D Huang, W Qian, A Zhou TASLP, IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2022 | 37 | 2022 |
| Exploring motor imagery EEG patterns for stroke patients with deep neural networks D Cheng, Y Liu, L Zhang ICASSP, International Conference on Acoustics, Speech and Signal Processing …, 2018 | 36 | 2018 |
| Contagious Chain Risk Rating for Networked-guarantee Loans D Cheng, Z Niu, Y Zhang KDD, ACM International Conference on Knowledge Discovery & Data Mining, 2715 …, 2020 | 34 | 2020 |
| Semi-supervised credit card fraud detection via attribute-driven graph representation S Xiang, M Zhu, D Cheng, E Li, R Zhao, Y Ouyang, L Chen, Y Zheng Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14557 …, 2023 | 33 | 2023 |
| A dynamic default prediction framework for networked-guarantee loans D Cheng, Y Zhang, F Yang, Y Tu, Z Niu, L Zhang CIKM, ACM International Conference on Information and Knowledge Management …, 2019 | 32 | 2019 |
| Prediction defaults for networked-guarantee loans D Cheng, Z Niu, Y Tu, L Zhang ICPR, International Conference on Pattern Recognition, 361-366, 2018 | 31* | 2018 |
| SI-News: Integrating social information for news recommendation with attention-based graph convolutional network P Zhu, D Cheng, S Luo, F Yang, Y Luo, W Qian, A Zhou Neurocomputing 494, 33-42, 2022 | 30 | 2022 |
| Learning from Web Data with Self-Organizing Memory Module Y Tu, L Niu, J Chen, D Cheng, L Zhang CVPR, IEEE/CVF Conference on Computer Vision and Pattern Recognition, 12846 …, 2020 | 30* | 2020 |
| Visual analytics for networked-guarantee loans risk management Z Niu, D Cheng, L Zhang, J Zhang IEEE Pacific Visualization Symposium (PacificVis), 160-169, 2018 | 30 | 2018 |
| Efficient Top-k Vulnerable Nodes Detection in Uncertain Graphs D Cheng, C Chen, X Wang, S Xiang TKDE, IEEE Transactions on Knowledge and Data Engineering, 1-13, 2021 | 28 | 2021 |
Liqing Zhang （张丽清）Professor, Department of Computer Science, Shanghai Jiao Tong UniversityVerified email at cs.sjtu.edu.cn
