Yang Gu - Publications, H-index & Citations

Yang Gu

Peking University

6H指数

22论文数

114被引数

收录论文 7

发表时间

ProcessML: A Process-Aware Agentic Framework for Service-Oriented Machine Learning Pipeline Generation and Optimization ProcessML：面向服务型机器学习流水线生成与优化的流程感知代理框架

IEEE Transactions on Services Computing

IF5.8

2026-09-07

PREAI

Yang Gu; Haoran Fan; Nataliia Klievtsova; Matthias Ehrendorfer; Juergen Mangler; Jian Cao; Stefanie Rinderle-Ma

FeadSeq: A Personalized Federated Anomaly Detection Framework for Discrete Event Sequences FeadSeq：一种用于离散事件序列的个性化联邦异常检测框架

ACM Transactions on Knowledge Discovery from Data

IF4.8

2025-07-09

PREAI

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

Survey and Benchmark of Anomaly Detection in Business Processes 业务流程异常检测综述与基准

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2025-01-01

PREAI

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

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

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-06-01

PREAI

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

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

IEEE TRANSACTIONS ON SERVICES COMPUTING

IF5.8

2023-11-01

PREAI

Gu, Yang; Cao, Jian; Qian, Shiyou; Guan, Wei

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

enterprise information systems

IF3.4

2023-10-01

PREAI

Guan, Wei; Cao, Jian; Gu, Yang; Qian, Shiyou

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

IEEE TRANSACTIONS ON SERVICES COMPUTING

IF5.8

2023-09-01

PREAI

Guan, Wei; Cao, Jian; Gu, Yang; Qian, Shiyou

研究方向