Wei Liu

Orcid: 0000-0002-7409-0948

Affiliations:
  • University of Western Australia, Crawley, Australia
  • University of Newcastle, Callaghan, Australia


According to our database1, Wei Liu authored at least 108 papers between 1999 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2023
HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

Dense Video Captioning With Early Linguistic Information Fusion.
IEEE Trans. Multim., 2023

Language Model Agnostic Gray-Box Adversarial Attack on Image Captioning.
IEEE Trans. Inf. Forensics Secur., 2023

Q-Cogni: An Integrated Causal Reinforcement Learning Framework.
CoRR, 2023

CylE: Cylinder Embeddings for Multi-hop Reasoning over Knowledge Graphs.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

CySpider: A Neural Semantic Parsing Corpus with Baseline Models for Property Graphs.
Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

SConE: Simplified Cone Embeddings with Symbolic Operators for Complex Logical Queries.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
ScoreGAN: A Fraud Review Detector Based on Regulated GAN With Data Augmentation.
IEEE Trans. Inf. Forensics Secur., 2022

Cross-Domain Modality Fusion for Dense Video Captioning.
IEEE Trans. Artif. Intell., 2022

E2EET: from pipeline to end-to-end entity typing via transformer-based embeddings.
Knowl. Inf. Syst., 2022

Spatio-Temporal Graph Representation Learning for Fraudster Group Detection.
CoRR, 2022

Natural Language Query for Technical Knowledge Graph Navigation.
Proceedings of the Data Mining - 20th Australasian Conference, AusDM 2022, Western Sydney, 2022

Graph Embeddings for Non-IID Data Feature Representation Learning.
Proceedings of the Data Mining - 20th Australasian Conference, AusDM 2022, Western Sydney, 2022

QuickGraph: A Rapid Annotation Tool for Knowledge Graph Extraction from Technical Text.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

2021
Deep fusion of multimodal features for social media retweet time prediction.
World Wide Web, 2021

DFraud³: Multi-Component Fraud Detection Free of Cold-Start.
IEEE Trans. Inf. Forensics Secur., 2021

Auto-labelling entities in low-resource text: a geological case study.
Knowl. Inf. Syst., 2021

Social Fraud Detection Review: Methods, Challenges and Analysis.
CoRR, 2021

Controlled Caption Generation for Images Through Adversarial Attacks.
CoRR, 2021

Physical world assistive signals for deep neural network classifiers - neither defense nor attack.
CoRR, 2021

Empirical autopsy of deep video captioning encoder-decoder architecture.
Array, 2021

SubICap: Towards Subword-informed Image Captioning.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Defense-friendly Images in Adversarial Attacks: Dataset and Metrics for Perturbation Difficulty.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Adversarial Attacks and Defense on Deep Learning Classification Models using YCbCr Color Images.
Proceedings of the International Joint Conference on Neural Networks, 2021

LexiClean: An annotation tool for rapid multi-task lexical normalisation.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021

Assistive Signals for Deep Neural Network Classifiers.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Video Description: A Survey of Methods, Datasets, and Evaluation Metrics.
ACM Comput. Surv., 2020

GANgster: A Fraud Review Detector based on Regulated GAN with Data Augmentation.
CoRR, 2020

DFraud3- Multi-Component Fraud Detection freeof Cold-start.
CoRR, 2020

Adversarial Perturbations Prevail in the Y-Channel of the YCbCr Color Space.
CoRR, 2020

Seq2KG: An End-to-End Neural Model for Domain Agnostic Knowledge Graph (not Text Graph) Construction from Text.
Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning, 2020

Leveraging Linguistically-aware Object Relations and NASNet for Image Captioning.
Proceedings of the 35th International Conference on Image and Vision Computing New Zealand, 2020

WEmbSim: A Simple yet Effective Metric for Image Captioning.
Proceedings of the Digital Image Computing: Techniques and Applications, 2020

2019
Neural Representations of Natural Language
Studies in Computational Intelligence 783, Springer, ISBN: 978-981-13-0061-5, 2019

LCEval: Learned Composite Metric for Caption Evaluation.
Int. J. Comput. Vis., 2019

Empirical Autopsy of Deep Video Captioning Frameworks.
CoRR, 2019

Word-level Lexical Normalisation using Context-Dependent Embeddings.
CoRR, 2019

Diversifying Topic-Coherent Response Generation for Natural Multi-turn Conversations.
CoRR, 2019

ICDM 2019 Knowledge Graph Contest: Team UWA.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Redcoat: A Collaborative Annotation Tool for Hierarchical Entity Typing.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Enhanced Random Forest Algorithms for Partially Monotone Ordinal Classification.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Detection and interpretation of anomalous water use for non-residential customers.
Environ. Model. Softw., 2018

DataDeps.jl: Repeatable Data Setup for Replicable Data Science.
CoRR, 2018

Video Description: A Survey of Methods, Datasets and Evaluation Metrics.
CoRR, 2018

A Novel Framework for Constructing Partially Monotone Rule Ensembles.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Short-Text Lexical Normalisation on Industrial Log Data.
Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

Finding Word Sense Embeddings of Known Meaning.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2018

Towards Geological Knowledge Discovery Using Vector-Based Semantic Similarity.
Proceedings of the Advanced Data Mining and Applications - 14th International Conference, 2018

NovelPerspective: Identifying Point of View Characters.
Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, System Demonstrations, 2018

2017
Learning Distributions of Meant Color.
CoRR, 2017

Constructing Knowledge Nets from Real-world Natural Language Texts.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Applying cognitive computing to maintainer-collected data.
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017

A Matrix-Vector Recurrent Unit Model for Capturing Compositional Semantics in Phrase Embeddings.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

An Incremental Anytime Algorithm for Mining T-Patterns from Event Streams.
Proceedings of the Data Mining, 2017

An Interactive Web-Based Toolset for Knowledge Discovery from Short Text Log Data.
Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017

2016
An incremental algorithm for discovering routine behaviours from smart meter data.
Knowl. Based Syst., 2016

Modelling Sentence Generation from Sum of Word Embedding Vectors as a Mixed Integer Programming Problem.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Generating Bags of Words from the Sums of Their Word Embeddings.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

Effective Monotone Knowledge Integration in Kernel Support Vector Machines.
Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

Temporal Interaction Biased Community Detection in Social Networks.
Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

Featureless Domain-Specific Term Extraction with Minimal Labelled Data.
Proceedings of the Australasian Language Technology Association Workshop 2016, Melbourne, Australia, December 5, 2016

2015
A genetic algorithm enabled ensemble for unsupervised medical term extraction from clinical letters.
Health Inf. Sci. Syst., 2015

Efficient Discovery of Recurrent Routine Behaviours in Smart Meter Time Series by Growing Subsequences.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Discovering routine behaviours in smart water meter data.
Proceedings of the Tenth IEEE International Conference on Intelligent Sensors, 2015

An Investigation of Neural Embeddings for Coreference Resolution.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

A Dual Network for Transfer Learning with Spike Train Data.
Proceedings of the AI 2015: Advances in Artificial Intelligence, 2015

How Well Sentence Embeddings Capture Meaning.
Proceedings of the 20th Australasian Document Computing Symposium, 2015

Using Word Embeddings to Enhance Keyword Identification for Scientific Publications.
Proceedings of the Databases Theory and Applications, 2015

2014
Extending Agents by Transmitting Protocols in Open Systems.
CoRR, 2014

Constructing Consumer-Oriented Medical Terminology from the Web A Supervised Classifier Ensemble Approach.
Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

How Preprocessing Affects Unsupervised Keyphrase Extraction.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014

2012
Ontology learning from text: A look back and into the future.
ACM Comput. Surv., 2012

Refined Distractor Generation with LSA and Stylometry for Automated Multiple Choice Question Generation.
Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

2011
Constructing specialised corpora through analysing domain representativeness of websites.
Lang. Resour. Evaluation, 2011

Author Name Disambiguation for Ranking and Clustering PubMed Data Using NetClus.
Proceedings of the AI 2011: Advances in Artificial Intelligence, 2011

An Investigation of Recursive Auto-associative Memory in Sentiment Detection.
Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

2010
Representation and recognition of situations in sensor networks.
IEEE Commun. Mag., 2010

An HMM-SVM-Based Automatic Image Annotation Approach.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Web service clustering using text mining techniques.
Int. J. Agent Oriented Softw. Eng., 2009

A probabilistic framework for automatic term recognition.
Intell. Data Anal., 2009

Introduction: Practical Cognitive Agents and Robots.
Auton. Agents Multi Agent Syst., 2009

Connecting the Real World with the Virtual World - Controlling AIBO through Second Life.
Proceedings of the RoboCup 2009: Robot Soccer World Cup XIII [papers from the 13th annual RoboCup International Symposium, Graz, Austria, June 29, 2009

Acquiring Semantic Relations Using the Web for Constructing Lightweight Ontologies.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

2008
Automatic Construction of Lightweight Domain Ontologies for Chemical Engineering Risk Management
CoRR, 2008

Enhanced Integrated Scoring for Cleaning Dirty Texts
CoRR, 2008

Determining the Unithood of Word Sequences using Mutual Information and Independence Measure
CoRR, 2008

Discovering Homogenous Service Communities through Web Service Clustering.
Proceedings of the Service-Oriented Computing: Agents, 2008

Strategies for Business in Virtual Worlds: Case Studies in Second Life.
Proceedings of the Pacific Asia Conference on Information Systems, 2008

Geographical and Temporal Visualisation of Social Relationships.
Proceedings of the Pacific Asia Conference on Information Systems, 2008

Determining the Unithood of Word Sequences Using a Probabilistic Approach.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

Extracting and Analysing Social Networks of Physicians.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

Capturing and Classifying Ontology Evolution in News Media Archives.
Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008

Constructing Web Corpora through Topical Web Partitioning for Term Recognition.
Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008

2007
E-Service Composition Tools from a Lifecycle Perspective.
Proceedings of the E-Service Intelligence: Methodologies, Technologies and Applications, 2007

Internet collaboration and service composition as a loose form of teamwork.
J. Netw. Comput. Appl., 2007

Tracking and modelling information diffusion across interactive online media.
Int. J. Metadata Semant. Ontologies, 2007

Tree-Traversing Ant Algorithm for term clustering based on featureless similarities.
Data Min. Knowl. Discov., 2007

Capturing Ontology Evolution Processes by Repeated Sampling of Large Document Collections.
Proceedings of the On the Move to Meaningful Internet Systems 2007: OTM 2007 Workshops, 2007

Determining Termhood for Learning Domain Ontologies in a Probabilistic Framework.
Proceedings of the Data Mining and Analytics 2007, 2007

Determining Termhood for Learning Domain Ontologies using Domain Prevalence and Tendency.
Proceedings of the Data Mining and Analytics 2007, 2007

Measuring Data-Driven Ontology Changes using Text Mining.
Proceedings of the Data Mining and Analytics 2007, 2007

2006
Integrated Scoring For Spelling Error Correction, Abbreviation Expansion and Case Restoration in Dirty Text.
Proceedings of the Data Mining and Analytics 2006, 2006

2004
Enhancing Commitment Machines.
Proceedings of the Declarative Agent Languages and Technologies II, 2004

2003
An Infrastructure for Agent Collaboration in Open Environments.
Proceedings of the AI 2003: Advances in Artificial Intelligence, 2003

2001
A Framework for Multi-Agent Belief Revision.
Stud Logica, 2001

Trustworthiness of Information Sources and Information Pedigrees.
Proceedings of the Intelligent Agents VIII, 8th International Workshop, 2001

1999
A Framework for Multi-Agent Belief Revision, Part I: The Role of Ontology.
Proceedings of the Advanced Topics in Artificial Intelligence, 1999


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