Yang Gu

According to our database, Yang Gu authored at least 15 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Survey and Benchmark of Anomaly Detection in Business Processes.

Wei Guan, Jian Cao, Haiyan Zhao, Yang Gu, Shiyou Qian

IEEE Trans. Knowl. Data Eng., January, 2025

FeadSeq: A Personalized Federated Anomaly Detection Framework for Discrete Event Sequences.

Wei Guan, Jian Cao, Haiyan Zhao, Yang Gu, Shiyou Qian

ACM Trans. Knowl. Discov. Data, 2025

ADELA: Accelerating Evolutionary Design of Machine Learning Pipelines with the Accompanying Surrogate Model.

Yang Gu, Jian Cao, Hengyu You, Nengjun Zhu, Shiyou Qian

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

WAKE: A Weakly Supervised Business Process Anomaly Detection Framework via a Pre-Trained Autoencoder.

Wei Guan, Jian Cao, Haiyan Zhao, Yang Gu, Shiyou Qian

IEEE Trans. Knowl. Data Eng., June, 2024

GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks.

Wei Guan, Jian Cao, Yang Gu, Shiyou Qian

Inf. Syst., 2024

Large Language Models for Constructing and Optimizing Machine Learning Workflows: A Survey.

Yang Gu, Hengyu You, Jian Cao, Muran Yu

CoRR, 2024

MANSOR: A module alignment method based on neighbor information for scientific workflow.

Yang Gu, Jian Cao, Shiyou Qian, Nengjun Zhu, Wei Guan

Concurr. Comput. Pract. Exp., 2024

COMB: Interconnected Transformers-Based Autoencoder for Multi-Perspective Business Process Anomaly Detection.

Wei Guan, Jian Cao, Yan Yao, Yang Gu, Shiyou Qian

Proceedings of the IEEE International Conference on Web Services, 2024

ProSwats: A Proxy-based Scientific Workflow Retrieval Approach by Bridging the Gap between Textual and Structural Semantics.

Yang Gu, Jian Cao, Shiyou Qian, Nengjun Zhu, Wei Guan

Proceedings of the IEEE International Conference on Web Services, 2024

2023

AIMED: An automatic and incremental approach for business process model repair under concept drift.

Wei Guan, Jian Cao, Yang Gu, Shiyou Qian

Inf. Syst., October, 2023

GRASPED: A GRU-AE Network Based Multi-Perspective Business Process Anomaly Detection Model.

Wei Guan, Jian Cao, Yang Gu, Shiyou Qian

IEEE Trans. Serv. Comput., 2023

SWORTS: A Scientific Workflow Retrieval Approach by Learning Textual and Structural Semantics.

Yang Gu, Jian Cao, Shiyou Qian, Wei Guan

IEEE Trans. Serv. Comput., 2023

SWARM: A Scientific Workflow Fragments Recommendation Approach via Contrastive Learning and Semantic Matching.

Yang Gu, Jian Cao, Jinghua Tang, Shiyou Qian, Wei Guan

Proceedings of the Service-Oriented Computing - 21st International Conference, 2023

Plan, Generate and Match: Scientific Workflow Recommendation with Large Language Models.

Yang Gu, Jian Cao, Yuan Guo, Shiyou Qian, Wei Guan

Proceedings of the Service-Oriented Computing - 21st International Conference, 2023

2022

RCPM: A Rule-Based Configurable Process Mining Method.

Yang Gu, Yingrui Feng, Heng Huang, Yu Tian, Jian Cao

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2022