Projects per year
Personal profile
Personal profile
Dr. Haiyang Zhang is a Lecturer at the Department of Computing, Xi’an Jiaotong-Liverpool University. She obtained her Ph.D from University of Limerick in 2018, specialising in Recommender Systems. After that, she worked as a research associate in the University of Sheffield, from 2018 to 2021.Her current research interest centre around Natural Language Processing (NLP), in particular on applications for analysing biomedical document collections, and on detecting bias in word embeddings. She is also interested in research related to recommender systems, exploiting various kinds information that within or goes beyond the user-item rating matrix, to address the data sparsity and cold-start problems in collaborative filtering approaches.Her publications can be found via Google Scholar: https://scholar.google.com/citations?user=2OK7sDsAAAAJhl=en
Research interests
Text Mining
Natural Language Processing
Recommender Systems
Experience
Lecturer, Xi’an Jiaotong-Liverpool University, 2021 - present
Research Associate, The University of Sheffield, 2018-2021
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Ph.D, University of Limerick, 2013-2018
B.Eng., Jilin University, 2009-2013
Person Types
- Staff
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Collaborations and top research areas from the last five years
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Projects
- 4 Active
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Compliant Recommendation Methodology Based on Causal Reasoning
Wang, J., Wang, Q., Zhang, H., Jin, X., Yin, C. & feng, K.
1/07/23 → 1/07/25
Project: Governmental Research Project
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Suzhou Municipal Key Lab for Intelligent Virtual Engineering
Yue, Y., Liang, H. N., Lim, E. G., Man, K. L., Ma, F., Wang, X., Guan, S., Wang, Q., Xiao, J., Ma, J., Meng, J., Zhang, C., Chen, M., Chen, B., Wang, W., Craig, P., Sun, J., Liu, G., Xia, J., Zhu, X., Yu, L., Zhang, J., Qi, J., Huang, M., Yang, R., Li, S., Dong, Y., Yang, X., Li, Y., Wang, J., Zhang, H., Wei, Z., Sun, Q., Elsheikh, A., Levers, A., Konev, B., Coenen, F., Atkinson, K., Gasieniec, L., Wong, P., Payne, T., Garcia-Fernandez, A. & Zhang, Y.
1/11/22 → 30/10/25
Project: Governmental Research Project
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Learning to Identify Relevant Studies for Curated Databases Using Only Positive and Unlabeled Data
1/09/22 → 31/08/25
Project: Internal Research Project
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Learning from natural language with knowledge base integration
Wang, W., Chen, Q., Zhang, H., Wang, Y. & 王煜琪
1/07/22 → 30/06/25
Project: Governmental Research Project
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ASD-Net: a novel U-Net based asymmetric spatial-channel convolution network for precise kidney and kidney tumor image segmentation
Ji, Z., Mu, J., Liu, J., Zhang, H., Dai, C., Zhang, X. & Ganchev, I., 2024, (Accepted/In press) In: Medical and Biological Engineering and Computing.Research output: Contribution to journal › Article › peer-review
Open Access -
BGRD-TransUNet: A Novel TransUNet-Based Model for Ultrasound Breast Lesion Segmentation
Ji, Z., Sun, H., Yuan, N., Zhang, H., Sheng, J., Zhang, X. & Ganchev, I., 2024, In: IEEE Access. 12, p. 31182-31196 15 p.Research output: Contribution to journal › Article › peer-review
Open Access -
C^2DR: Robust Cross-Domain Recommendation based on Causal Disentanglement
Kong, M., Wang, J., Pan, Y., Zhang, H. & Hou, M., 2024, 17th ACM International WSDM Conference. Association for Computing Machinery (ACM)Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Continuous Valence-Arousal Space Prediction and Recognition based on Feature Fusion
Ayoub, M., Zhang, H. & Abel, A., 25 Mar 2024, (Accepted/In press) The 25th IEEE International Conference on Industrial Technology. IEEEResearch output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Document Set Expansion with Positive-Unlabeled Learning Using Intractable Density Estimation
Zhang, H., Chen, Q., Zou, Y., Wang, J., Pan, Y. & Stevenson, M., 2024, The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation LREC-COLING 2024.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
Activities
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The Web Conference 2024 industrial track
Haiyang Zhang (Member of programme committee)
13 May 2024Activity: Participating in or organising an event › Organising an event e.g. a conference, workshop, …
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A Systematic Review of Positive Unlabeled Learning: Recent Advances and Methodological Classification
Haiyang Zhang (Supervisor)
1 Jul 2023 → 19 Dec 2023Activity: Supervision › Master Dissertation Supervision
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AN ADAPTIVE SENTIMENT LEXICON OF COVID-19 RELATED WEIBO DATA
Haiyang Zhang (Supervisor)
1 Jul 2023 → 19 Dec 2023Activity: Supervision › Master Dissertation Supervision
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LITEFORMER: LINEAR INDEPENDENT-TEMPORAL EMBEDDINGTRANSFORMER FOR MULTIVARIATE TIME SEREIS FORECASTING
Haiyang Zhang (Supervisor)
1 Jul 2023 → 19 Dec 2023Activity: Supervision › Master Dissertation Supervision
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ANALYSIS OF COVID-19 RELATED WEIBO DATA: HOW SEMANTIC SHIFTS?
Haiyang Zhang (Supervisor)
1 Jul 2023 → 19 Dec 2023Activity: Supervision › Master Dissertation Supervision