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
Positive and Unlabelled(PU) learning
Natural Language Processing
Recommender Systems
cross-modal information retrieval
Experience
Lecturer, Xi’an Jiaotong-Liverpool University, 2021 - present
Research Associate, The University of Sheffield, 2018-2021
Teaching
CPT103 Introduction to Databases
CPT105 Introduction to Programming in Java
CPT203 Software Engineering
SAT306 Final Year Project
SAT405 MRes Final Year Project
SAT406 MSc Final Year Project
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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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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Literature Curation and Recommendation with Positive and Unlabeled Learning
Zhang, H., Wang, W. & Dong, Y.
1/01/25 → 31/12/28
Project: Internal Research Project
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A Data-driven Truck Dispatching Algorithm for a Sequence-constrained Less-than-truckload Container Transshipment Problem
Gong, J., Chen, J., Qi, J. & Zhang, H., 17 Aug 2024, IEEE International Conference on Industrial Informatics (INDIN).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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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. 62, 6, p. 1673-1687 15 p.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 Access2 Citations (Scopus) -
Biomedical Information Retrieval with Positive-Unlabeled Learning and Knowledge Graphs
Wang, Y., Chen, Q., Zhang, H., Wang, W., Pan, Y., Xie, L., Huang, K. & Nguyen, A., 2024, In: ACM Transactions on Intelligent Systems and Technology.Research output: Contribution to journal › Article › peer-review
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CafeNet: A Novel Multi-Scale Context Aggregation and Multi-Level Foreground Enhancement Network for Polyp Segmentation
Ji, Z., Li, X., Wang, Z., Zhang, H., Yuan, N., Zhang, X. & Ganchev, I., Sept 2024, In: International Journal of Imaging Systems and Technology. 34, 5, e23183.Research output: Contribution to journal › Article › peer-review
Open Access
Activities
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23rd IEEE International Conference on Industrial Informatics (INDIN) Track 13
Haiyang Zhang (Member of programme committee)
2025Activity: Participating in or organising an event › Organising an event e.g. a conference, workshop, …
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ACM Multimedia Asia 2024,
Haiyang Zhang (Member of programme committee)
Dec 2024Activity: Participating in or organising an event › Organising an event e.g. a conference, workshop, …
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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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The 2024 27th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2024)
Haiyang Zhang (Participant)
May 2024 → …Activity: Participating in or organising an event › Organising an event e.g. a conference, workshop, …
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27TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE (ECAI2024)
Haiyang Zhang (Member of programme committee)
2024Activity: Participating in or organising an event › Organising an event e.g. a conference, workshop, …