Jinghua Feng

Orcid: 0009-0006-9657-3584

According to our database1, Jinghua Feng authored at least 35 papers between 2006 and 2024.

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Bibliography

2024
Mobilizing underutilized storage nodes via job path: A job-aware file striping approach.
Parallel Comput., 2024

2023
Automatic Deduction Path Learning via Reinforcement Learning with Environmental Correction.
CoRR, 2023

A Framework for Detecting Frauds from Extremely Few Labels.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

MDI: A Debiasing Method Combining Unbiased and Biased Data.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

AutoLAD: An Unsupervised Anomaly Detection Method for Supercomputer Logs.
Proceedings of the International Conference on Electronics, 2023

2022
Explored An Effective Methodology for Fine-Grained Snake Recognition.
CoRR, 2022

AUC-oriented Graph Neural Network for Fraud Detection.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

User Behavior Pre-training for Online Fraud Detection.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Reliable Representations Make A Stronger Defender: Unsupervised Structure Refinement for Robust GNN.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

ADAPT: Adversarial Domain Adaptation with Purifier Training for Cross-Domain Credit Risk Forecasting.
Proceedings of the Database Systems for Advanced Applications, 2022

Bi-Level Selection via Meta Gradient for Graph-Based Fraud Detection.
Proceedings of the Database Systems for Advanced Applications, 2022

2021
Pick and Choose: A GNN-based Imbalanced Learning Approach for Fraud Detection.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Credit Risk and Limits Forecasting in E-Commerce Consumer Lending Service via Multi-view-aware Mixture-of-experts Nets.
Proceedings of the WSDM '21, 2021

Intention-aware Heterogeneous Graph Attention Networks for Fraud Transactions Detection.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Online Credit Payment Fraud Detection via Structure-Aware Hierarchical Recurrent Neural Network.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020
Spatially Bursty I/O on Supercomputers: Causes, Impacts and Solutions.
IEEE Trans. Parallel Distributed Syst., 2020

AquaSee: Predict Load and Cooling System Faults of Supercomputers Using Chilled Water Data.
J. Comput. Sci. Technol., 2020

Financial Defaulter Detection on Online Credit Payment via Multi-view Attributed Heterogeneous Information Network.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Fraud Transactions Detection via Behavior Tree with Local Intention Calibration.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Learning to Undersampling for Class Imbalanced Credit Risk Forecasting.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Alike and Unlike: Resolving Class Imbalance Problem in Financial Credit Risk Assessment.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
Inquiry Spam Detection via Jointly Exploiting Temporal-Categorical Behavior and Linguistics.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Anomaly Detection Method for Chiller System of Supercomputer.
Proceedings of the 2019 3rd High Performance Computing and Cluster Technologies Conference (HPCCT 2019) and of the 2nd International Conference on Big Data and Artificial Intelligence (BDAI 2019), Guangzhou, China, June 22, 2019

Time Series Join on Most Correlated Subsequences Using MapReduce.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

2018
Workload Characterization and Evolutionary Analyses of Tianhe-1A Supercomputer.
Proceedings of the Computational Science - ICCS 2018, 2018

An Experimental Perspective for Computation-Efficient Neural Networks Training.
Proceedings of the Advanced Computer Architecture - 12th Conference, 2018

Quota-constrained Job Submission Behavior at Commercial Supercomputer.
Proceedings of the Advanced Computer Architecture - 12th Conference, 2018

2017
Optimized Data Layout for Spatio-temporal Data in Time Domain Astronomy.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2017

2014
RAFlow: Read Ahead Accelerated I/O Flow through Multiple Virtual Layers.
Proceedings of the 9th IEEE International Conference on Networking, 2014

Optimal Task Scheduling in MapReduce.
Proceedings of the 9th IEEE International Conference on Networking, 2014

2010
A Multi-node MPI Implementation on the CellBE Processor.
Proceedings of the Fifth Annual ChinaGrid Conference, ChinaGrid 2010, Guangzhou, 2010

mPlogP: A Parallel Computation Model for Heterogeneous Multi-core Computer.
Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010

cCell: A S2S Compiler with Profiling Support for the Cell BE Architecture.
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010

2008
A Profile-based Memory Access Optimizing Technology on CBE Architecture.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications, 2008

2006
PTreeRec: Phylogenetic Tree Reconstruction based on genome BLAST distance.
Comput. Biol. Chem., 2006


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