DONG ZHOU
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Dr. Dong Zhou is currently a professor affiliated with School of Information Science and Technology, Guangdong University of Foreign Studies. He is a Ph.D./Master Student Supervisor, Young "Furong" Scholar of Hunan Province, Young Backbone Teacher of Hunan Province (the evaluation result is excellent), Xiangtan High-level talent, "Xiangjiang Scholars" Distinguished Professor (overseas Ph.D.) of Hunan University of Science and Technology, "Yunshan" Outstanding Scholar of Guangdong University of Foreign Studies.

He received his M.Sc. degree from the University of York, UK, and his Ph.D. degree from the University of Nottingham, UK. He was a Research Fellow in the School of Computer Science and Statistics, Trinity College Dublin, Ireland. He has published more than 120 papers in well-known international journals and conferences including IEEE TKDE, IEEE TASLP, IEEE TAI, ACM Computing Surveys, ACM TALIP and ACL, IJCAI, CIKM, EMNLP, COLING, etc.

His current research interests include:

Email  /  Google Scholar  /  DBLP

News

  • 1 paper has been accepted by IEEE Transactions on Audio, Speech and Language Processing

  • 1 paper has been accepted by Decision Support Systems

  • 2 papers have been accepted by Expert Systems with Applications

  • 1 paper has been accepted by ACL 2023

    • Selected Projects

  • National Natural Science Foundation of China, Research on Fairness Analysis and Bias Mitigation for Generalized Multilingual Pre-trained Models

  • National Natural Science Foundation of China, Research on Personalized Deep Cross-Language Information Retrieval for Language Pairs with Unequal Resources

  • National Natural Science Foundation of China, Research on Personalized Cross-Language Information Retrieval based on Multilingual User Models.

    • Selected Papers

    Journals:

    1. Cross-Modal Interaction via Reinforcement Feedback for Audio-Lyrics Retrieval
      Zhou, D.*, Lei, F., Li, L., Zhou, Y.*, Yang, A.
      IEEE Transactions on Audio, Speech and Language Processing, 2024

    2. Towards Fair Decision: A Novel Representation Method for Debiasing Pre-trained Models
      He, J., Lin, N., Bai, Q., Liang, H., Zhou, D.*, Yang, A.
      Decision Support Systems, 2024

    3. Addressing class-imbalance challenges in cross-lingual aspect-based sentiment analysis: Dynamic weighted loss and anti-decoupling
      Lin, N., Zeng, M., Liao, X., Liu, W., Yang, A., Zhou, D.*
      Expert Systems with Applications, 2024

    4. Global Information Enhancement and Subgraph-Level Weakly Contrastive Learning for Lightweight Weakly Supervised Document-Level Event Extraction
      Qin, G., Lin, N., Shen, M., Bai, Q., Zhou, D.*, Yang, A.
      Expert Systems with Applications, 2024

    5. Adversarial Modality Alignment Network for Cross-Modal Molecule Retrieval
      Zhao, W., Zhou, D.*, Cao, B., Zhang, K., Chen, J.
      IEEE Transactions on Artificial Intelligence, 2024

    6. Combining Multiple Semantic Features for Code Summarization Generation
      Qu, W., Zhou, D.*, Zhao, W., Cao, B.
      Journal of Chinese Information Processing, 2023, in Chinese

    7. Neural Topic-Enhanced Cross-Lingual Word Embeddings for CLIR
      Zhou, D.*, Qu, W., Li, L., Tang, M., Yang, A.
      Information Sciences, 2022

    8. Cross-lingual Embeddings with Auxiliary Topic Models
      Zhou, D.*, Peng, X., Li, L., Han, J.
      Expert Systems With Applications, 2022

    9. Survey of Cross-Lingual Word Embedding
      Peng, X., Zhou, D.*
      Journal of Chinese Information Processing, 2020, in Chinese

    10. An Iterative Method for Personalized Results Adaptation in Cross-Language Search
      Zhou, D.*, Zhao, W., Wu, X., Lawless, S., Liu, J.
      Information Sciences, 2018

    11. Query Expansion with Enriched User Profiles for Personalized Search Utilizing Folksonomy Data
      Zhou, D.*, Wu, X., Zhao, W., Lawless, S., Liu, J.
      IEEE Transactions on Knowledge and Data Engineering, 2017

    Conferences:

    1. ADSE: Adversarial Debiasing Framework Based on Sinusoidal Embedding for Sequential Recommendation
      Bai, Q., Lin, N., He, J., Chen, Z., Zhou, D.*, Yang A.*
      ICWS 2024

    2. Enhancing Few-Shot Multi-Modal Fake News Detection through Adaptive Fusion
      Ouyang, Q., Lin, N., Zhou, Y., Yang A., Zhou, D.*
      APWeb-WAIM 2024

    3. From Bias to Fairness: The Role of Domain-Specific Knowledge and Efficient Fine-Tuning
      Zheng, W., Yang A., Lin N.*, Zhou, D.*
      ICIC 2024

    4. An Effective Deployment of Contrastive Learning in Multi-label Text Classification
      Lin, N., Qin, G., Wang, J., Zhou, D.*, Yang, A.*
      ACL 2023

    5. Simplifying Aspect-Sentiment Quadruple Prediction with Cartesian Product Operation
      Wang, J., Yang A., Zhou, D.*, Lin N.*, Wang, Z., Huang W., Chen, B.
      ICIC 2023

    6. Multimodal Encoders for Food-Oriented Cross-Modal Retrieval
      Chen, Y., Zhou, D.*, Li, L., Han, J.
      APWeb-WAIM 2021

    7. Utilizing Local Tangent Information for Word Re-embedding
      Zhao, W., Zhou, D.*, Li, L., Chen, J.
      ECIR 2021

    8. Manifold Learning-based Word Representation Refinement Incorporating Global and Local Information
      Zhao, W., Zhou, D.*, Li, L., Chen, J.
      COLING 2020

    9. Enhanced Personalized Search using Social Data
      Zhou, D.*, Lawless, S., Wu, X., Zhao W., Liu, J.
      EMNLP 2016

    10. Exploring External Knowledge Base for Personalized Search in Collaborative Tagging Systems
      Zhou, D.*, Wu, X., Zhao W., Lawless, S., Liu, J.
      CollaborateCom 2016

    Selected Patents and Software Copyrights

    ↪ Invention Patents

  • A prior-art retrieval method based on multiple query results merging

  • A personalized information retrieval method based on query expansion

    ↪ Software Copyrights

  • Model classification system based on graph attention mechanism, 2023SR0932712

  • Recruitment and rental data analysis system based on web crawler, 2023SR0884556

  • Digital library operation and service management system, 2021SR1724084

  • Face recognition attendance management system based on the Wechat, 2021SR1213406

  • Microblog forum data visualization system, 2020SR0831525

  • Crowdsourcing bidding translation system, 2020SR0836164

  • Mobile search engine software, 2019SR0622631

  • Research laboratory background management system, 2017SR475573

  • Microblogging search system based on federated search idea, 2017SR373769

  • Digital Library retrieval and Semantic reordering system, 2016SR127576

    • Services

  • Program committee member for ACL, AAAI, ACM MM, EMNLP, ICMR, COLING, IJCNLP, NLPCC, SIGIR, CIKM, ECIR, etc.

  • Reviewer for ACM Transactions on the Web (TWEB), ACM Transactions on Information Systems (TOIS), Knowledge and Information Systems (KAIS), Journal of the American Society for Information Science and Technology (JASIST), Information Processing and Management (IPM), Information Retrieval (IRJ), Knowledge-Based Systems (KBS), Information Sciences (IS), Future Generation Computer Systems (FGCS), Aslib Journal of Information Management, Journal of King Saud University - Computer and Information Sciences, Data & Knowledge Engineering, etc.

  • A senior member of Association for Computing Machinery (ACM) and Chinese Computer Society (CCF), a member of Chinese Information Society of China.

  • A member of CCF Computer Application Committee, CCF Natural Language Processing Committee, Social media Processing Committee of Chinese Information Society of China. The academic secretary and vice president of CCF Youth Computer Science and Technology Forum (CCF YOCSEF) Changsha.

    • Supervision

    ↪ Selected Student Projects

  • Provincial Postgraduate Research Innovation Project, Cross-language Information Retrieval Based on Deep Learning

  • Provincial Postgraduate Research Innovation Project, Research on Personalized Query Expansion Based on Social Tags

  • Provincial Postgraduate Research Innovation Project, Research on the Reordering of Personalized Microblog Search Results

  • Student Scientific Research Innovation Project, Research on Personalized Related Technology of Microblog Search

    • ↪ Selected Student Awards

  • Excellent Master's Degree Thesis of Hunan Province

  • Second Prize of the 17th China College Student Computer Design Competition

  • Third Prize of the First Graduate Artificial Intelligence Innovation Competition of Hunan Province

  • First Prize of Application Development Category in the 10th Hunan University Student Computer Programming Competition

    • Last updated 22 Aug 2024
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