Chen Wang

Orcid: 0000-0002-3119-4763

Affiliations:
  • CSIRO, Sydney, NSW, Australia
  • University of Sydney, School of Information Technologies, NSW, Australia (former)
  • Nanjing University, China (PhD)


According to our database1, Chen Wang authored at least 123 papers between 2004 and 2024.

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Bibliography

2024
Probing the Robustness of Vision-Language Pretrained Models: A Multimodal Adversarial Attack Approach.
CoRR, 2024

AI Safety in Generative AI Large Language Models: A Survey.
CoRR, 2024

Learning Interpretable Scheduling Algorithms for Data Processing Clusters.
CoRR, 2024

Causal Graph Discovery with Retrieval-Augmented Generation based Large Language Models.
CoRR, 2024

Prompt Perturbation in Retrieval-Augmented Generation based Large Language Models.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Online Anomaly Detection over Live Social Video Streaming.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Attacking Visually-aware Recommender Systems with Transferable and Imperceptible Adversarial Styles.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023
Trustworthy Sensor Fusion Against Inaudible Command Attacks in Advanced Driver-Assistance Systems.
IEEE Internet Things J., October, 2023

Toward Trustworthy AI: Blockchain-Based Architecture Design for Accountability and Fairness of Federated Learning Systems.
IEEE Internet Things J., February, 2023

Robustness Analysis and Enhancement of Deep Reinforcement Learning-Based Schedulers.
IEEE Trans. Parallel Distributed Syst., 2023

Attack Detection in Automatic Generation Control Systems using LSTM-Based Stacked Autoencoders.
IEEE Trans. Ind. Informatics, 2023

How to Rationally Select Your Delegatee in PoS.
IACR Cryptol. ePrint Arch., 2023

Trustworthy Sensor Fusion against Inaudible Command Attacks in Advanced Driver-Assistance System.
CoRR, 2023

CUEING: A pioneer work of encoding human gaze for autonomous driving.
CoRR, 2023

MLOps Spanning Whole Machine Learning Life Cycle: A Survey.
CoRR, 2023

On the Opportunity of Causal Deep Generative Models: A Survey and Future Directions.
CoRR, 2023

Meta-learning for Estimating Multiple Treatment Effects with Imbalance.
Proceedings of the Web Information Systems Engineering - WISE 2023, 2023

Review-Incorporated Model-Agnostic Profile Injection Attacks on Recommender Systems.
Proceedings of the IEEE International Conference on Data Mining, 2023

Contrastive Counterfactual Learning for Causality-aware Interpretable Recommender Systems.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022
PPVC: Online Learning Toward Optimized Video Content Caching.
IEEE/ACM Trans. Netw., 2022

Attn-HybridNet: Improving Discriminability of Hybrid Features With Attention Fusion.
IEEE Trans. Cybern., 2022

Architectural patterns for the design of federated learning systems.
J. Syst. Softw., 2022

A Systematic Literature Review on Federated Machine Learning: From a Software Engineering Perspective.
ACM Comput. Surv., 2022

Multi-level Explanation of Deep Reinforcement Learning-based Scheduling.
CoRR, 2022

Learning to Infer Counterfactuals: Meta-Learning for Estimating Multiple Imbalanced Treatment Effects.
CoRR, 2022

Interventional Recommendation with Contrastive Counterfactual Learning for Better Understanding User Preferences.
CoRR, 2022

Cycle-Balanced Representation Learning For Counterfactual Inference.
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Dependency Tracking for Risk Mitigation in Machine Learning (ML) Systems.
Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2022

LIREM: A Generic Framework for Effective Online Video Novelty Detection.
Proceedings of the Conceptual Modeling - 41st International Conference, 2022

2021
Can Steering Wheel Detect Your Driving Fatigue?
IEEE Trans. Veh. Technol., 2021

Blockchain-based Trustworthy Federated Learning Architecture.
CoRR, 2021

Robust Sensor Fusion Algorithms Against VoiceCommand Attacks in Autonomous Vehicles.
CoRR, 2021

Robust Sensor Fusion Algorithms Against Voice Command Attacks in Autonomous Vehicles.
Proceedings of the 20th IEEE International Conference on Trust, 2021

Human-Understandable Decision Making for Visual Recognition.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Generating High-quality Movie Tags from Social Reviews: A Learning-driven Approach.
Proceedings of the 2021 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2021

BMT: Behavior Driven Development-based Metamorphic Testing for Autonomous Driving Models.
Proceedings of the 6th IEEE/ACM International Workshop on Metamorphic Testing, 2021

2020
SMINT: Toward Interpretable and Robust Model Sharing for Deep Neural Networks.
ACM Trans. Web, 2020

Exploiting user reviews for automatic movie tagging.
Multim. Tools Appl., 2020

Adversarial Attacks in a Deep Reinforcement Learning based Cluster Scheduler.
Proceedings of the 28th International Symposium on Modeling, 2020

AMBR: Boosting the Performance of Personalized Recommendation via Learning from Multi-behavior Data.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

DyBatch: Efficient Batching and Fair Scheduling for Deep Learning Inference on Time-sharing Devices.
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

MPB: Multi-Peak Binarization for Pupil Detection.
Proceedings of the Advanced Data Mining and Applications - 16th International Conference, 2020

2019
The Vulnerabilities of Graph Convolutional Networks: Stronger Attacks and Defensive Techniques.
CoRR, 2019

A Case Based Deep Neural Network Interpretability Framework and Its User Study.
Proceedings of the Web Information Systems Engineering - WISE 2019, 2019

Towards Effective Data Augmentations via Unbiased GAN Utilization.
Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Adversarial Examples for Graph Data: Deep Insights into Attack and Defense.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

A Compliance Checking Framework for DNN Models.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

DeepCU: Integrating both Common and Unique Latent Information for Multimodal Sentiment Analysis.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Digital-Physical Parity for Food Fraud Detection.
Proceedings of the Blockchain - ICBC 2019, 2019

2018
A Differentiated Caching Mechanism to Enable Primary Storage Deduplication in Clouds.
IEEE Trans. Parallel Distributed Syst., 2018

DCDedupe: Selective Deduplication and Delta Compression with Effective Routing for Distributed Storage.
J. Grid Comput., 2018

Sharing Deep Neural Network Models with Interpretation.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Hybrid Networks: Improving Deep Learning Networks via Integrating Two Views of Images.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

One Size Does Not Fit All: The Case for Chunking Configuration in Backup Deduplication.
Proceedings of the 18th IEEE/ACM International Symposium on Cluster, 2018

2017
Enhancing online video recommendation using social user interactions.
VLDB J., 2017

Interpreting Shared Deep Learning Models via Explicable Boundary Trees.
CoRR, 2017

HPDedup: A Hybrid Prioritized Data Deduplication Mechanism for Primary Storage in the Cloud.
CoRR, 2017

Extracting Highly Effective Features for Supervised Learning via Simultaneous Tensor Factorization.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Dynamic Request Redirection and Resource Provisioning for Cloud-Based Video Services under Heterogeneous Environment.
IEEE Trans. Parallel Distributed Syst., 2016

Improving Raw Image Storage Efficiency by Exploiting Similarity.
CoRR, 2016

Improving Storage Efficiency for Raw Image Photo Repository by Exploiting Similarity.
Proceedings of the 17th International Conference on Parallel and Distributed Computing, 2016

Looking for an MR?: try METWiki today.
Proceedings of the 1st International Workshop on Metamorphic Testing, 2016

Parallel Duplicate Detection in Adverse Drug Reaction Databases with Spark.
Proceedings of the 19th International Conference on Extending Database Technology, 2016

Design and Evaluation of an Integrated Collaboration Platform for Secure Information Sharing.
Proceedings of the Cooperative Design, Visualization, and Engineering, 2016

2015
Profiling-Based Workload Consolidation and Migration in Virtualized Data Centers.
IEEE Trans. Parallel Distributed Syst., 2015

Cadec: A corpus of adverse drug event annotations.
J. Biomed. Informatics, 2015

Text and Data Mining Techniques in Adverse Drug Reaction Detection.
ACM Comput. Surv., 2015

Online Video Recommendation in Sharing Community.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Inline Data Deduplication for SSD-Based Distributed Storage.
Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015

A Secure Integrated Platform for Rapdily Formed Multiorganisation Collaborations.
Proceedings of the 10th International Conference on Availability, Reliability and Security, 2015

2014
Virt-B: Towards Performance Benchmarking of Virtual Machine Systems.
IEEE Internet Comput., 2014

Differences between social media and regulatory databases in adverse drug reaction discovery.
Proceedings of the SoMeRA'14, 2014

2013
Priority-Based Consolidation of Parallel Workloads in the Cloud.
IEEE Trans. Parallel Distributed Syst., 2013

An Online Query Authentication System for Outsourced Databases.
Proceedings of the 12th IEEE International Conference on Trust, 2013

Enabling Demand Response in a computer cluster.
Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013

Throughput Enhancement through Selective Time Sharing and Dynamic Grouping.
Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013

A Social Network Based Collaborative Video Story Composition Platform.
Proceedings of the Service-Oriented Computing - ICSOC 2012 Workshops, 2013

Systematic Analysis of Public Cloud Service Level Agreements and Related Business Values.
Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013

2012
Hardware Security Device Facilitated Trusted Energy Services.
Mob. Networks Appl., 2012

Profit-driven scheduling for cloud services with data access awareness.
J. Parallel Distributed Comput., 2012

Accountability services for verifying compliance in the cloud.
Int. J. Cloud Comput., 2012

Demand Response aware cluster resource provisioning for parallel applications.
Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012

Just Satisfactory Resource Provisioning for Parallel Applications in the Cloud.
Proceedings of the Eighth IEEE World Congress on Services, 2012

Consumer Operational Comfort Level based power demand management in the smart grid.
Proceedings of the 3rd IEEE PES Innovative Smart Grid Technologies Europe, 2012

Workload Characteristic Oriented Scheduler for MapReduce.
Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012

Backfilling under Two-tier Virtual Machines.
Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012

A Query Verification Method for Making Outsourced Databases Trustworthy.
Proceedings of the 2012 IEEE Ninth International Conference on Services Computing, 2012

2011
Strong Accountability for Service Compliance in the Cloud.
Int. J. Next Gener. Comput., 2011

Secure Multi-party Collaboration Systems in Supply Chain Management.
Proceedings of the LISS 2011 - Proceedings of the 1st International Conference on Logistics, Informatics and Service Science, Volume 3, Beijing, China, 8, 2011

Modelling Collaborative Services for Business and QoS Compliance.
Proceedings of the IEEE International Conference on Web Services, 2011

Tradeoffs Between Profit and Customer Satisfaction for Service Provisioning in the Cloud.
Proceedings of the 20th ACM International Symposium on High Performance Distributed Computing, 2011

Profiling Applications for Virtual Machine Placement in Clouds.
Proceedings of the IEEE International Conference on Cloud Computing, 2011

2010
EvolvingSpace: A Data Centric Framework for Integrating Bioinformatics Applications.
IEEE Trans. Computers, 2010

A novel integrative phylogenetic analysis system.
Int. J. Comput. Biol. Drug Des., 2010

Accountability as a Service for the Cloud: From Concept to Implementation with BPEL.
Proceedings of the 6th World Congress on Services, 2010

On the Effect of Using Third-Party Clouds for Maximizing Profit.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2010

Managing end-user preferences in the smart grid.
Proceedings of the 1st International Conference on Energy-Efficient Computing and Networking, 2010

Hardware security device facilitated trusted residential energy services.
Proceedings of the 6th International Conference on Collaborative Computing: Networking, 2010

Profit-Driven Service Request Scheduling in Clouds.
Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010

Accountability as a Service for the Cloud.
Proceedings of the 2010 IEEE International Conference on Services Computing, 2010

2009
A Decentralized Method for Scaling Up Genome Similarity Search Services.
IEEE Trans. Parallel Distributed Syst., 2009

A Service-Oriented System for Optimizing Residential Energy Use.
Proceedings of the IEEE International Conference on Web Services, 2009

A Contract-Based Accountability Service Model.
Proceedings of the IEEE International Conference on Web Services, 2009

2008
The Effects of Replica Propagation speed on Performance of structured Overlay Networks.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2008

Cooperative Data Management Services Based on Accountable Contract.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2008, 2008

Facilitating Dynamic Collaborations with eContract Services.
Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008

Secure and Conditional Resource Coordination for Successful Collaborations.
Proceedings of the Collaborative Computing: Networking, 2008

An Integrative Approach to Phylogenetic Inference.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2008

A Multi-criteria Phylogenetic Reconstruction Method.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2008

2007
Distributing Genome Sequence Databases with a Publish/Subscribe Middleware.
Proceedings of the First International Conference on Self-Adaptive and Self-Organizing Systems, 2007

Effects of Replica Placement Algorithms on Performance of structured Overlay Networks.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

Scaling up Genome Similarity Search Services through Content Distribution.
Proceedings of the 2007 International Conference on Parallel Processing (ICPP 2007), 2007

A Proactive Method for Content Distribution in a Data Indexed DHT Overlay.
Proceedings of the High Performance Computing and Communications, 2007

A Global Maximum Likelihood Super-Quartet Phylogeny Method.
Proceedings of 5th Asia-Pacific Bioinformatics Conference, 2007

Data Syndication Techniques for Bioinformatics Applications.
Proceedings of the Grid Computing for Bioinformatics and Computational Biology, 2007

2006
Self-Organizing Content Distribution in a Data Indexed DHT Network.
Proceedings of the Sixth IEEE International Conference on Peer-to-Peer Computing (P2P 2006), 2006

Parallel implementation of a quartet-based algorithm for phylogenetic analysis.
Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

A Self-Organizing Search Engine for RSS Syndicated Web Contents.
Proceedings of the 22nd International Conference on Data Engineering Workshops, 2006

On a New Quartet-Based Phylogeny Reconstruction Algorithm.
Proceedings of the 2006 International Conference on Bioinformatics & Computational Biology, 2006

Evidence of Multiple Maximum Likelihood Points for a Phylogenetic Tree.
Proceedings of the Sixth IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2006), 2006

2005
A BLAST Service Built on Data Indexed Overlay Network.
Proceedings of the First International Conference on e-Science and Grid Technologies (e-Science 2005), 2005

A Novel Quartet-Based Method for Phylogenetic Inference.
Proceedings of the Fifth IEEE International Symposium on Bioinformatic and Bioengineering (BIBE 2005), 2005

2004
Quartet-Based Phylogenetic Inference: A Grid Approach.
Proceedings of the Parallel and Distributed Processing and Applications, 2004


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