Huaming Chen

Orcid: 0000-0001-5678-472X

According to our database¹, Huaming Chen authored at least 87 papers between 2013 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

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PhD thesis

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Links

On csauthors.net:

Bibliography

2024

Security for Machine Learning-based Software Systems: A Survey of Threats, Practices, and Challenges.

[BibT_eX]

[DOI]

Huaming Chen

Muhammad Ali Babar

ACM Comput. Surv., June, 2024

Global disentangled graph convolutional neural network based on a graph topological metric.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2024

Contribution-wise Byzantine-robust aggregation for Class-Balanced Federated Learning.

[BibT_eX]

[DOI]

Inf. Sci., 2024

CAKD: A Correlation-Aware Knowledge Distillation Framework Based on Decoupling Kullback-Leibler Divergence.

[BibT_eX]

[DOI]

CoRR, 2024

RGD: Multi-LLM Based Agent Debugger via Refinement and Generation Guidance.

[BibT_eX]

[DOI]

Haolin Jin

Zechao Sun

Huaming Chen

CoRR, 2024

Leveraging Information Consistency in Frequency and Spatial Domain for Adversarial Attacks.

[BibT_eX]

[DOI]

CoRR, 2024

From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future.

[BibT_eX]

[DOI]

CoRR, 2024

Threats and Defenses in Federated Learning Life Cycle: A Comprehensive Survey and Challenges.

[BibT_eX]

[DOI]

CoRR, 2024

Fairpriori: Improving Biased Subgroup Discovery for Deep Neural Network Fairness.

[BibT_eX]

[DOI]

CoRR, 2024

Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo Labeling.

[BibT_eX]

[DOI]

CoRR, 2024

On Security Weaknesses and Vulnerabilities in Deep Learning Systems.

[BibT_eX]

[DOI]

CoRR, 2024

DMS: Addressing Information Loss with More Steps for Pragmatic Adversarial Attacks.

[BibT_eX]

[DOI]

CoRR, 2024

Holistic Evaluation Metrics: Use Case Sensitive Evaluation Metrics for Federated Learning.

[BibT_eX]

[DOI]

Kim-Kwang Raymond Choo

CoRR, 2024

Benchmarking Transferable Adversarial Attacks.

[BibT_eX]

[DOI]

CoRR, 2024

Large Language Models Based Fuzzing Techniques: A Survey.

[BibT_eX]

[DOI]

CoRR, 2024

GEMF: a novel geometry-enhanced mid-fusion network for PLA prediction.

[BibT_eX]

[DOI]

Briefings Bioinform., 2024

GE-AdvGAN: Improving the transferability of adversarial samples by gradient editing-based adversarial generative model.

[BibT_eX]

[DOI]

Kim-Kwang Raymond Choo

Jun Shen

Dong Yuan

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

SBFT Tool Competition 2024 - Fuzzing Track.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM/IEEE International Workshop on Search-Based and Fuzz Testing, 2024

Code Ownership in Open-Source AI Software Security.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Responsible AI Engineering, 2024

Leveraging Information Consistency in Frequency and Spatial Domain for Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2024: Trends in Artificial Intelligence, 2024

Enhancing Model Interpretability with Local Attribution over Global Exploration.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

FDNet: Frequency Domain Denoising Network For Cell Segmentation In Astrocytes Derived From Induced Pluripotent Stem Cells.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Iterative Search Attribution for Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

AttEXplore: Attribution for Explanation with model parameters eXploration.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Enhancing Transferable Adversarial Attacks on Vision Transformers through Gradient Normalization Scaling and High-Frequency Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Holistic Evaluation Metrics for Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

Trustworthy and Responsible AI for Information and Knowledge Management System.

[BibT_eX]

[DOI]

Kim-Kwang Raymond Choo

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Improving Adversarial Transferability via Frequency-Guided Sample Relevance Attack.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

MFABA: A More Faithful and Accelerated Boundary-Based Attribution Method for Deep Neural Networks.

[BibT_eX]

[DOI]

Kim-Kwang Raymond Choo

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Data Hiding With Deep Learning: A Survey Unifying Digital Watermarking and Steganography.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., December, 2023

A Survey on Data-driven Software Vulnerability Assessment and Prioritization.

[BibT_eX]

[DOI]

Triet Huynh Minh Le

Huaming Chen

Muhammad Ali Babar

ACM Comput. Surv., 2023

FairCompass: Operationalising Fairness in Machine Learning.

[BibT_eX]

[DOI]

Jessica Liu

Huaming Chen

Jun Shen

Kim-Kwang Raymond Choo

CoRR, 2023

Honest Score Client Selection Scheme: Preventing Federated Learning Label Flipping Attacks in Non-IID Scenarios.

[BibT_eX]

[DOI]

CoRR, 2023

Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Handling Heavy Occlusion in Dense Crowd Tracking by Focusing on the Heads.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Minimising Perturbation Rate for Adversarial Machine Learning with Pruning.

[BibT_eX]

[DOI]

Kim-Kwang Raymond Choo

Huaming Chen

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

WirelessDT: A Digital Twin Platform for Real- Time Evaluation of Wireless Software Applications.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: ICSE 2023 Companion Proceedings, 2023

Improving Adversarial Transferability via Frequency-based Stationary Point Search.

[BibT_eX]

[DOI]

Kim-Kwang Raymond Choo

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

FVW: Finding Valuable Weight on Deep Neural Network for Model Pruning.

[BibT_eX]

[DOI]

Kim-Kwang Raymond Choo

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Handling Heavy Occlusion in Dense Crowd Tracking by Focusing on the Heads.

[BibT_eX]

[DOI]

Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

POSTER: ML-Compass: A Comprehensive Assessment Framework for Machine Learning Models.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023

DANAA: Towards Transferable Attacks with Double Adversarial Neuron Attribution.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

ICB FL: Implicit Class Balancing Towards Fairness in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 2023 Australasian Computer Science Week, 2023

Towards Better ML-Based Software Services: An Investigation of Source Code Engineering Impact.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Software Services Engineering, 2023

2022

LineVD: Statement-level Vulnerability Detection using Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE/ACM International Conference on Mining Software Repositories, 2022

Noisy Label Learning for Security Defects.

[BibT_eX]

[DOI]

Roland Croft

Muhammad Ali Babar

Huaming Chen

Proceedings of the 19th IEEE/ACM International Conference on Mining Software Repositories, 2022

2021

Systematic evaluation of machine learning methods for identifying human-pathogen protein-protein interactions.

[BibT_eX]

[DOI]

Briefings Bioinform., 2021

2020

A framework towards data analytics on host-pathogen protein-protein interactions.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., 2020

An intelligent blockchain-based system for safe vaccine supply and supervision.

[BibT_eX]

[DOI]

Int. J. Inf. Manag., 2020

A novel Monte Carlo-based neural network model for electricity load forecasting.

[BibT_eX]

[DOI]

Int. J. Embed. Syst., 2020

APEX2S: A two-layer machine learning model for discovery of host-pathogen protein-protein interactions on cloud-based multiomics data.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2020

Mechanical properties of the grooved-wheel drilling particles under multivariate interaction influenced based on 3D printing and EDEM simulation.

[BibT_eX]

[DOI]

Comput. Electron. Agric., 2020

Towards A More Effective Bidirectional LSTM-Based Learning Model for Human-Bacterium Protein-Protein Interactions.

[BibT_eX]

[DOI]

Proceedings of the Practical Applications of Computational Biology & Bioinformatics, 2020

Evolutionary Learner Profile Optimization Using Rare and Negative Association Rules for Micro Open Learning.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Tutoring Systems - 16th International Conference, 2020

HIME: Mining and Ensembling Heterogeneous Information for Protein-Protein Interactions Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Towards Industrial Internet of Things in Steel Manufacturing: A Multiple-Factor-based Detection System of Longitudinal Surface Cracks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Saec: similarity-aware embedding compression in recommendation systems.

[BibT_eX]

[DOI]

Proceedings of the APSys '20: 11th ACM SIGOPS Asia-Pacific Workshop on Systems, 2020

A Service Computing Framework for Proteomics Analysis and Collaboration of Pathogenic Mechanism Studies.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Services Computing, 2020

2019

Saec: Similarity-Aware Embedding Compression in Recommendation Systems.

[BibT_eX]

[DOI]

CoRR, 2019

Leveraging SMOTE in a Two-Layer Model for Prediction of Protein-Protein Interactions.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Advanced Cloud and Big Data, 2019

Hyperparameter Estimation in SVM with GPU Acceleration for Prediction of Protein-Protein Interactions.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Effective long-term travel time prediction with fuzzy rules for tollway.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2018

Real-Time Management of Groundwater Resources Based on Wireless Sensors Networks.

[BibT_eX]

[DOI]

J. Sens. Actuator Networks, 2018

GVM based intuitive simulation web application for collision detection.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Structural Principles Analysis of Host-Pathogen Protein-Protein Interactions: A Structural Bioinformatics Survey.

[BibT_eX]

[DOI]

IEEE Access, 2018

Ensemble Machine Learning Systems for the Estimation of Steel Quality Control.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Towards Biological Sequence Data Service with Insights.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Intelligent monitor system based on cloud and convolutional neural networks.

[BibT_eX]

[DOI]

J. Supercomput., 2017

Adaptive Time Taps of STAP Under Channel Mismatch for GNSS Antenna Arrays.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2017

A New Model of Effective Carrier-to-Noise Ratio for Global Navigation Satellite System Receiver in the Presence of Continuous Wave Interference.

[BibT_eX]

[DOI]

IEICE Trans. Commun., 2017

Parallel GPU-based collision detection of irregular vessel wall for massive particles.

[BibT_eX]

[DOI]

Clust. Comput., 2017

Collaborative data analytics towards prediction on pathogen-host protein-protein interactions.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on Computer Supported Cooperative Work in Design, 2017

Quantitative Measurement of Respiratory Split in the Second Heart Sound.

[BibT_eX]

[DOI]

Hong Tang

Huaming Chen

Ting Li

Proceedings of the Computing in Cardiology, 2017

Leveraging Stacked Denoising Autoencoder in Prediction of Pathogen-Host Protein-Protein Interactions.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Congress on Big Data, 2017

Towards Elucidating the Structural Principles of Host-Pathogen Protein-Protein Interaction Networks: A Bioinformatics Survey.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Congress on Big Data, 2017

Neural network model with Monte Carlo algorithm for electricity demand forecasting in Queensland.

[BibT_eX]

[DOI]

Proceedings of the Australasian Computer Science Week Multiconference, 2017

Assisting Open Education Resource Providers and Instructors to Deal with Cold Start Problem in Adaptive Micro Learning: A Service Oriented Solution.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Services Computing, 2017

2016

A Local Field Correlated and Monte Carlo Based Shallow Neural Network Model for Nonlinear Time Series Prediction.

[BibT_eX]

[DOI]

EAI Endorsed Trans. Scalable Inf. Syst., 2016

An Evaluation of the Dynamics of Diluted Neural Network.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., 2016

Classification of Normal/Abnormal Heart Sound Recordings based on Multi-Domain Features and Back Propagation Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Towards Data Analytics of Pathogen-Host Protein-Protein Interaction: A Survey.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Congress on Big Data, San Francisco, CA, USA, June 27, 2016

2015

RCSoS: An IEC 61508 Compatible Server Model for Reliable Communication.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 2015

Supervised Machine Learning Model for High Dimensional Gene Data in Colon Cancer Detection.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2014

Cloud Services Aided e-Tourism: In the Case of Low-Cost Airlines for Backpacking.

[BibT_eX]

[DOI]

Proceedings of the Frontier and Innovation in Future Computing and Communications, 2014

2013

A Server Model for Reliable Communication on Cell/B.E.

[BibT_eX]

[DOI]

Proceedings of the 42nd International Conference on Parallel Processing, 2013

Cloud Services Aided E-Tourism: In the Case of Low-Cost Airlines for Backpacking.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Parallel and Distributed Systems, 2013

The communication model between humanoid robot and mobile phone.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Awareness Science and Technology & Ubi-Media Computing, 2013

Huaming Chen

Timeline

Legend:

Links

On csauthors.net:

Bibliography

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