| Grasped: A gru-ae network based multi-perspective business process anomaly detection model W Guan, J Cao, Y Gu, S Qian IEEE Transactions on Services Computing 16 (5), 3412-3424, 2023 | 15 | 2023 |
| GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks W Guan, J Cao, Y Gu, S Qian Information Systems 124, 102405, 2024 | 6 | 2024 |
| Plan, Generate and Match: Scientific Workflow Recommendation with Large Language Models Y Gu, J Cao, Y Guo, S Qian, W Guan International Conference on Service-Oriented Computing, 86-102, 2023 | 6 | 2023 |
| SWORTS: a scientific workflow retrieval approach by learning textual and structural semantics Y Gu, J Cao, S Qian, W Guan IEEE Transactions on Services Computing, 2023 | 6 | 2023 |
| Wake: A weakly supervised business process anomaly detection framework via a pre-trained autoencoder W Guan, J Cao, H Zhao, Y Gu, S Qian IEEE Transactions on Knowledge and Data Engineering, 2023 | 5 | 2023 |
| MANSOR: a module alignment method based on neighbor information for scientific workflow Y Gu, J Cao, S Qian, N Zhu, W Guan Concurrency and Computation: Practice and Experience 36 (10), e7736, 2024 | 3 | 2024 |
| Survey and benchmark of anomaly detection in business processes W Guan, J Cao, H Zhao, Y Gu, S Qian IEEE Transactions on Knowledge and Data Engineering, 2024 | 2 | 2024 |
| AIMED: An automatic and incremental approach for business process model repair under concept drift W Guan, J Cao, Y Gu, S Qian Information Systems 119, 102285, 2023 | 2 | 2023 |
| Large language models for constructing and optimizing machine learning workflows: A survey Y Gu, H You, J Cao, M Yu arXiv preprint arXiv:2411.10478, 2024 | 1 | 2024 |
| SWARM: A Scientific Workflow Fragments Recommendation Approach via Contrastive Learning and Semantic Matching Y Gu, J Cao, J Tang, S Qian, W Guan International Conference on Service-Oriented Computing, 54-71, 2023 | 1 | 2023 |
| ProSwats: A Proxy-based Scientific Workflow Retrieval Approach by Bridging the Gap between Textual and Structural Semantics Y Gu, J Cao, S Qian, N Zhu, W Guan 2024 IEEE International Conference on Web Services (ICWS), 932-943, 2024 | | 2024 |
| COMB: Interconnected Transformers-Based Autoencoder for Multi-Perspective Business Process Anomaly Detection W Guan, J Cao, Y Yao, Y Gu, S Qian 2024 IEEE International Conference on Web Services (ICWS), 1115-1124, 2024 | | 2024 |
| RCPM: A Rule-Based Configurable Process Mining Method Y Gu, Y Feng, H Huang, Y Tian, J Cao CCF Conference on Computer Supported Cooperative Work and Social Computing …, 2022 | | 2022 |
Jian CaoProfessor of Department of Computer Science and Engineering, Shanghai Jiaotong UniversityBestätigte E-Mail-Adresse bei sjtu.edu.cn