Dong Zhou

Orcid: 0000-0002-3310-8347

Affiliations:
  • Guangdong University of Foreign Studies, School of Information Science and Technology, Guangzhou, China
  • Hunan University of Science and Technology, School of Computer Science and Engineering, Xiangtan, China
  • Trinity College Dublin, School of Computer Science and Statistics, Ireland
  • University of Nottingham, School of Computer Science, UK (PhD 2009)


According to our database1, Dong Zhou authored at least 107 papers between 2007 and 2024.

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

Timeline

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Bibliography

2024
Web API Recommendation via Combining Adaptive Multichannel Graph Representation and xDeepFM Quality Prediction.
IEEE Trans. Artif. Intell., June, 2024

Knowledge distillation representation and DCNMIX quality prediction-based Web service recommendation.
Concurr. Comput. Pract. Exp., May, 2024

Adversarial Modality Alignment Network for Cross-Modal Molecule Retrieval.
IEEE Trans. Artif. Intell., January, 2024

Efficient low-rank multi-component fusion with component-specific factors in image-recipe retrieval.
Multim. Tools Appl., January, 2024

Cross-Modal Interaction via Reinforcement Feedback for Audio-Lyrics Retrieval.
IEEE ACM Trans. Audio Speech Lang. Process., 2024

BiLSTM4DPS: An attention-based BiLSTM approach for detecting phishing scams in ethereum.
Expert Syst. Appl., 2024

Global information enhancement and subgraph-level weakly contrastive learning for lightweight weakly supervised document-level event extraction.
Expert Syst. Appl., 2024

Addressing class-imbalance challenges in cross-lingual aspect-based sentiment analysis: Dynamic weighted loss and anti-decoupling.
Expert Syst. Appl., 2024

Towards fair decision: A novel representation method for debiasing pre-trained models.
Decis. Support Syst., 2024

HateDebias: On the Diversity and Variability of Hate Speech Debiasing.
CoRR, 2024

Persona-centric Metamorphic Relation guided Robustness Evaluation for Multi-turn Dialogue Modelling.
CoRR, 2024

ADSE: Adversarial Debiasing Framework Based on Sinusoidal Embedding for Sequential Recommendation.
Proceedings of the IEEE International Conference on Web Services, 2024

From Bias to Fairness: The Role of Domain-Specific Knowledge and Efficient Fine-Tuning.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Enhancing Few-Shot Multi-modal Fake News Detection Through Adaptive Fusion.
Proceedings of the Web and Big Data - 8th International Joint Conference, 2024

2023
Exploring latent weight factors and global information for food-oriented cross-modal retrieval.
Connect. Sci., December, 2023

CL-XABSA: Contrastive Learning for Cross-Lingual Aspect-Based Sentiment Analysis.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

An interpretability framework for Similar case matching.
CoRR, 2023

Model and Evaluation: Towards Fairness in Multilingual Text Classification.
CoRR, 2023

A Robust Framework Based on Mutual Information and Contrastive Learning for Multimodal Violence Detection in Videos.
Proceedings of the 15th International Conference on Machine Learning and Computing, 2023

Simplifying Aspect-Sentiment Quadruple Prediction with Cartesian Product Operation.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023

Aspect Sentiment Triplet Extraction via Affective Knowledge and Enhanced Graph Attention Networks.
Proceedings of the International Conference on Asian Language Processing, 2023

Prompt Learning for Low-Resource Multi-Domain Fake News Detection.
Proceedings of the International Conference on Asian Language Processing, 2023

Exploring Bias Evaluation Techniques for Quantifying Large Language Model Biases.
Proceedings of the International Conference on Asian Language Processing, 2023

A Prompt Learning-Based Framework for Similar Case Matching.
Proceedings of the International Conference on Asian Language Processing, 2023

An Edge Server Co-deployment Method via Joint Optimization of Communication Delay and Load Balancing in Edge Collaborative Environment.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

An Effective Deployment of Contrastive Learning in Multi-label Text Classification.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Neural topic-enhanced cross-lingual word embeddings for CLIR.
Inf. Sci., 2022

Cross-lingual embeddings with auxiliary topic models.
Expert Syst. Appl., 2022

Research on the application of contrastive learning in multi-label text classification.
CoRR, 2022

A Web Service Classification Method Based on Graph Neural Network Knowledge Distillation.
Proceedings of the IEEE Smartworld, 2022

HNUST @ TREC 2022 NeuCLIR Track.
Proceedings of the Thirty-First Text REtrieval Conference, 2022

Prompt Based Framework for Violent Event Recognition in Spanish.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

Towards the Quantitative Interpretability Analysis of Citizens Happiness Prediction.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021
A multi-granularity semantic space learning approach for cross-lingual open domain question answering.
World Wide Web, 2021

Dual-Level Attention Based on a Heterogeneous Graph Convolution Network for Aspect-Based Sentiment Classification.
Wirel. Commun. Mob. Comput., 2021

A Topic-Sensitive Method for Mashup Tag Recommendation Utilizing Multi-Relational Service Data.
IEEE Trans. Serv. Comput., 2021

Multi-modal and Multi-perspective Machine Translation by Collecting Diverse Alignments.
Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

Utilizing Local Tangent Information for Word Re-embedding.
Proceedings of the Advances in Information Retrieval, 2021

Multimodal Encoders for Food-Oriented Cross-Modal Retrieval.
Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

2020
Predicting the Evolution of Hot Topics: A Solution Based on the Online Opinion Dynamics Model in Social Network.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Prioritizing Human Microbe-Disease Associations Utilizing a Node-Information-Based Link Propagation Method.
IEEE Access, 2020

Combining Local and Global Features Into a Siamese Network for Sentence Similarity.
IEEE Access, 2020

Modeling and Estimating User Influence in Social Networks.
IEEE Access, 2020

Service Composition and Optimal Selection in Cloud Manufacturing: State-of-the-Art and Research Challenges.
IEEE Access, 2020

A Cross-Layer Connection Based Approach for Cross-Lingual Open Question Answering.
Proceedings of the Natural Language Processing and Chinese Computing, 2020

Sentence-based and Noise-robust Cross-modal Retrieval on Cooking Recipes and Food Images.
Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

Multitask Learning Based on Constrained Hierarchical Attention Network for Multi-aspect Sentiment Classification.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Manifold Learning-based Word Representation Refinement Incorporating Global and Local Information.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

An Empirical Study on Ensemble Learning of Multimodal Machine Translation.
Proceedings of the 6th IEEE International Conference on Multimedia Big Data, 2020

A Framework for Learning Cross-Lingual Word Embedding with Topics.
Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

An Attentive Deep Supervision based Semantic Matching Framework For Tag Recommendation in Software Information Sites.
Proceedings of the 27th Asia-Pacific Software Engineering Conference, 2020

2019
CE-HEAT: An Aspect-Level Sentiment Classification Approach With Collaborative Extraction Hierarchical Attention Network.
IEEE Access, 2019

Research on Cross-Language Retrieval Using Bilingual Word Vectors in Different Languages.
Proceedings of the Data Science, 2019

Recommender System for Decentralized Cloud Manufacturing.
Proceedings of the Dependability in Sensor, Cloud, and Big Data Systems and Applications, 2019

Combining Q&A Pair Quality and Question Relevance Features on Community-based Question Retrieval.
Proceedings of the 6th International Conference on Behavioral, 2019

2018
An iterative method for personalized results adaptation in cross-language search.
Inf. Sci., 2018

2017
Query Expansion with Enriched User Profiles for Personalized Search Utilizing Folksonomy Data.
IEEE Trans. Knowl. Data Eng., 2017

A Hybrid Approach for Automatic Mashup Tag Recommendation.
J. Web Eng., 2017

Inferring your expertise from Twitter: combining multiple types of user activity.
Proceedings of the International Conference on Web Intelligence, 2017

User Expertise Inference on Twitter: Learning from Multiple Types of User Data.
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017

Personalized query expansion utilizing multi-relational social data.
Proceedings of the 12th International Workshop on Semantic and Social Media Adaptation and Personalization, 2017

A Cluster Guided Topic Model for Social Query Expansion.
Proceedings of the Data Science, 2017

WE-LDA: A Word Embeddings Augmented LDA Model for Web Services Clustering.
Proceedings of the 2017 IEEE International Conference on Web Services, 2017

A Normalized Framework Based on Multiple Relationships for Document Re-ranking.
Proceedings of the Information Retrieval - 23rd China conference, 2017

2016
A study of user profile representation for personalized cross-language information retrieval.
Aslib J. Inf. Manag., 2016

Inferring Your Expertise from Twitter: Integrating Sentiment and Topic Relatedness.
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

A Probabilistic Topic Model for Mashup Tag Recommendation.
Proceedings of the IEEE International Conference on Web Services, 2016

Enhanced Personalized Search using Social Data.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Do Your Social Profiles Reveal What Languages You Speak? Language Inference from Social Media Profiles.
Proceedings of the Advances in Information Retrieval, 2016

Exploring External Knowledge Base for Personalized Search in Collaborative Tagging Systems.
Proceedings of the Collaborate Computing: Networking, Applications and Worksharing, 2016

Multi-relation Based Manifold Ranking Algorithm for API Recommendation.
Proceedings of the Advances in Services Computing, 2016

2015
Query expansion for personalized cross-language information retrieval.
Proceedings of the 10th International Workshop on Semantic and Social Media Adaptation and Personalization, 2015

A Hybrid Genetic Algorithm for Privacy and Cost Aware Scheduling of Data Intensive Workflow in Cloud.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

2014
Using multiple query representations in patent prior-art search.
Inf. Retr., 2014

Iterative Refinement Methods for Enhanced Information Retrieval.
Int. J. Intell. Syst., 2014

KPNM at the NTCIR-11 MobileClick Task.
Proceedings of the 11th NTCIR Conference on Evaluation of Information Access Technologies, 2014

2013
Personalised Information Retrieval: survey and classification.
User Model. User Adapt. Interact., 2013

Collaborative pseudo-relevance feedback.
Expert Syst. Appl., 2013

Multilingual vs. Monolingual User Models for Personalized Multilingual Information Retrieval.
Proceedings of the User Modeling, Adaptation, and Personalization, 2013

Query Generation Techniques for Patent Prior-Art Search in Multiple Languages.
Proceedings of the Natural Language Processing and Chinese Computing, 2013

2012
Improving search via personalized query expansion using social media.
Inf. Retr., 2012

Translation techniques in cross-language information retrieval.
ACM Comput. Surv., 2012

Multilingual user modeling for personalized re-ranking of multilingual web search results.
Proceedings of the Workshop and Poster Proceedings of the 20th Conference on User Modeling, 2012

Web Search Personalization Using Social Data.
Proceedings of the Theory and Practice of Digital Libraries, 2012

A section title authoring tool for clinical guidelines.
Proceedings of the ACM Symposium on Document Engineering, 2012

2011
Towards multilingual user models for Personalized Multilingual Information Retrieval.
Proceedings of the First Workshop on Personalised Multilingual Hypertext Retrieval, 2011

Multilingual Adaptive Search for Digital Libraries.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2011

2010
Document expansion for image retrieval.
Proceedings of the Recherche d'Information Assistée par Ordinateur, 2010

The Effectiveness of Results Re-Ranking and Query Expansion in Cross-language Information Retrieval.
Proceedings of the 8th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2010

Assessing the readability of clinical documents in a document engineering environment.
Proceedings of the 2010 ACM Symposium on Document Engineering, 2010

Dual-Space Re-ranking Model for Document Retrieval.
Proceedings of the COLING 2010, 2010

A late fusion approach to cross-lingual document re-ranking.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
A Framework for Cross-language Search Personalization.
Proceedings of the 4th International Workshop on Semantic Media Adaptation and Personalization, 2009

Latent Document Re-Ranking.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

TCD-DCU at TEL@CLEF 2009: Document Expansion, Query Translation and Language Modeling.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

Language Modeling and Document Re-Ranking: Trinity Experiments at TEL@CLEF-2009.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

Smoothing Methods and Cross-Language Document Re-ranking.
Proceedings of the Multilingual Information Access Evaluation I. Text Retrieval Experiments, 2009

Document Expansion, Query Translation and Language Modeling for Ad-Hoc IR.
Proceedings of the Multilingual Information Access Evaluation I. Text Retrieval Experiments, 2009

TCD-DCU at LogCLEF 2009: An Analysis of Queries, Actions, and Interface Languages.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

Identifying Common User Behaviour in Multilingual Search Logs.
Proceedings of the Multilingual Information Access Evaluation I. Text Retrieval Experiments, 2009

2008
A Hybrid Technique for English-Chinese Cross Language Information Retrieval.
ACM Trans. Asian Lang. Inf. Process., 2008

G<sup>con</sup>: a graph-based technique for resolving ambiguity in query translation candidates.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

Llama-b: automatic hyperlink authoring in the blogosphere.
Proceedings of the HYPERTEXT 2008, 2008

2007
NTCIR-6 Experiments using Pattern Matched Translation Extraction.
Proceedings of the 6th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2007

LLAMA: automatic hypertext generation utilizing language models.
Proceedings of the HYPERTEXT 2007, 2007

Ambiguity and Unknown Term Translation in CLIR.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Disambiguation and Unknown Term Translation in Cross Language Information Retrieval.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007


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