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ORCIDYang Gu 0002
Person information
- affiliation: Shanghai Jiao Tong University, Shanghai, China
Other persons with the same name
- Yang Gu — disambiguation page
- Yang Gu 0001 — Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China
- Yang Gu 0003 — Nanjing Tech University, Nanjing, China
- Yang Gu 0004 — Open Writing Evaluation, France
- Yang Gu 0005 — China University of Mining and Technology, Xuzhou, China
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2020 – today
- 2025
[j7]Wei Guan
, Jian Cao, Haiyan Zhao, Yang Gu, Shiyou Qian:
Survey and Benchmark of Anomaly Detection in Business Processes. IEEE Trans. Knowl. Data Eng. 37(1): 493-512 (2025)- [c6]Yang Gu, Jian Cao, Hengyu You, Nengjun Zhu, Shiyou Qian:
ADELA: Accelerating Evolutionary Design of Machine Learning Pipelines with the Accompanying Surrogate Model. AAAI 2025: 16915-16923 - 2024
- [j6]Yang Gu, Jian Cao, Shiyou Qian, Nengjun Zhu, Wei Guan:
MANSOR: A module alignment method based on neighbor information for scientific workflow. Concurr. Comput. Pract. Exp. 36(10) (2024) - [j5]Wei Guan, Jian Cao, Yang Gu, Shiyou Qian:
GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks. Inf. Syst. 124: 102405 (2024) - [j4]Wei Guan, Jian Cao, Haiyan Zhao, Yang Gu, Shiyou Qian:
WAKE: A Weakly Supervised Business Process Anomaly Detection Framework via a Pre-Trained Autoencoder. IEEE Trans. Knowl. Data Eng. 36(6): 2745-2758 (2024) - [c5]Yang Gu, Jian Cao, Shiyou Qian, Nengjun Zhu, Wei Guan:
ProSwats: A Proxy-based Scientific Workflow Retrieval Approach by Bridging the Gap between Textual and Structural Semantics. ICWS 2024: 932-943 - [c4]Wei Guan, Jian Cao, Yan Yao, Yang Gu, Shiyou Qian:
COMB: Interconnected Transformers-Based Autoencoder for Multi-Perspective Business Process Anomaly Detection. ICWS 2024: 1115-1124 - [i1]Yang Gu, Hengyu You, Jian Cao, Muran Yu:
Large Language Models for Constructing and Optimizing Machine Learning Workflows: A Survey. CoRR abs/2411.10478 (2024) - 2023
- [j3]Wei Guan, Jian Cao, Yang Gu, Shiyou Qian:
AIMED: An automatic and incremental approach for business process model repair under concept drift. Inf. Syst. 119: 102285 (2023) - [j2]Wei Guan, Jian Cao, Yang Gu, Shiyou Qian:
GRASPED: A GRU-AE Network Based Multi-Perspective Business Process Anomaly Detection Model. IEEE Trans. Serv. Comput. 16(5): 3412-3424 (2023) - [j1]Yang Gu, Jian Cao, Shiyou Qian, Wei Guan:
SWORTS: A Scientific Workflow Retrieval Approach by Learning Textual and Structural Semantics. IEEE Trans. Serv. Comput. 16(6): 4205-4219 (2023) - [c3]Yang Gu, Jian Cao, Jinghua Tang, Shiyou Qian, Wei Guan:
SWARM: A Scientific Workflow Fragments Recommendation Approach via Contrastive Learning and Semantic Matching. ICSOC (2) 2023: 54-71 - [c2]Yang Gu, Jian Cao, Yuan Guo, Shiyou Qian, Wei Guan:
Plan, Generate and Match: Scientific Workflow Recommendation with Large Language Models. ICSOC (1) 2023: 86-102 - 2022
- [c1]Yang Gu, Yingrui Feng, Heng Huang, Yu Tian, Jian Cao:
RCPM: A Rule-Based Configurable Process Mining Method. ChineseCSCW (1) 2022: 422-436
Coauthor Index
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