Yang Gu

16 papers A* 1A 3Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 A* conf
ADELA: Accelerating Evolutionary Design of Machine Learning Pipelines with the Accompanying Surrogate Model.
AAAI
Yang Gu, Jian Cao, Hengyu You, Nengjun Zhu, Shiyou Qian
2025 J jnl
FeadSeq: A Personalized Federated Anomaly Detection Framework for Discrete Event Sequences.
ACM Trans. Knowl. Discov. Data
Wei Guan, Jian Cao, Haiyan Zhao, Yang Gu, Shiyou Qian
2025 A conf
POSM: A Personalized Outfit Recommendation System with Style-Guided Multi-Modal Feature Fusion.
ECAI
Hengyu You, Jian Cao, Yang Gu, Qiqi Cai
2025 J jnl
Survey and Benchmark of Anomaly Detection in Business Processes.
IEEE Trans. Knowl. Data Eng.
Wei Guan, Jian Cao, Haiyan Zhao, Yang Gu, Shiyou Qian
2024 A conf
COMB: Interconnected Transformers-Based Autoencoder for Multi-Perspective Business Process Anomaly Detection.
ICWS
Wei Guan, Jian Cao, Yan Yao, Yang Gu, Shiyou Qian
2024 J jnl
GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks.
Inf. Syst.
Wei Guan, Jian Cao, Yang Gu, Shiyou Qian
2024 J jnl
Large Language Models for Constructing and Optimizing Machine Learning Workflows: A Survey.
CoRR
Yang Gu, Hengyu You, Jian Cao, Muran Yu
2024 J jnl
MANSOR: A module alignment method based on neighbor information for scientific workflow.
Concurr. Comput. Pract. Exp.
Yang Gu, Jian Cao, Shiyou Qian, Nengjun Zhu, Wei Guan
2024 A conf
ProSwats: A Proxy-based Scientific Workflow Retrieval Approach by Bridging the Gap between Textual and Structural Semantics.
ICWS
Yang Gu, Jian Cao, Shiyou Qian, Nengjun Zhu, Wei Guan
2024 J jnl
WAKE: A Weakly Supervised Business Process Anomaly Detection Framework via a Pre-Trained Autoencoder.
IEEE Trans. Knowl. Data Eng.
Wei Guan, Jian Cao, Haiyan Zhao, Yang Gu, Shiyou Qian
2023 J jnl
AIMED: An automatic and incremental approach for business process model repair under concept drift.
Inf. Syst.
Wei Guan, Jian Cao, Yang Gu, Shiyou Qian
2023 J jnl
GRASPED: A GRU-AE Network Based Multi-Perspective Business Process Anomaly Detection Model.
IEEE Trans. Serv. Comput.
Wei Guan, Jian Cao, Yang Gu, Shiyou Qian
2023 — conf
Plan, Generate and Match: Scientific Workflow Recommendation with Large Language Models.
ICSOC (1)
Yang Gu, Jian Cao, Yuan Guo, Shiyou Qian, Wei Guan
2023 — conf
SWARM: A Scientific Workflow Fragments Recommendation Approach via Contrastive Learning and Semantic Matching.
ICSOC (2)
Yang Gu, Jian Cao, Jinghua Tang, Shiyou Qian, Wei Guan
2023 J jnl
SWORTS: A Scientific Workflow Retrieval Approach by Learning Textual and Structural Semantics.
IEEE Trans. Serv. Comput.
Yang Gu, Jian Cao, Shiyou Qian, Wei Guan
2022 — conf
RCPM: A Rule-Based Configurable Process Mining Method.
ChineseCSCW (1)
Yang Gu, Yingrui Feng, Heng Huang, Yu Tian, Jian Cao