Projects per year
Personal profile
Personal profile
Dr. Haiyang Zhang is an Assistant Professor in the Department of Computing at Xi’an Jiaotong-Liverpool University. She holds a Bachelor’s degree from Jilin University and a Ph.D. from the University of Limerick, where she specialized in Recommender Systems with full scholarship. Following her doctoral studies, Dr. Zhang served as a Research Associate at the University of Sheffield from 2018 to 2021, where she further honed her expertise in data-driven research methodologies.
Dr. Zhang’s current research focuses on Natural Language Processing (NLP), with a particular emphasis on applications in biomedical document analysis and cross-modal information retrieval. To date, she has (co-)authored over 40 publications in prestigious conferences and journals. She served as program chair for industrial track WWW 2023 and ECAI 2024 and co-organised special sessions in ICVR 2023, IEEE INDIN 2024, and Asian MM 2024, etc.
I am looking for strongly motivated PhD students and Research Assistants to join our research group. Contact me via: haiyang.zhang@xjtlu.edu.cn.
- Reasearch topics: Positive and Unlabeled learning/ Causal Inference
- Requirements: Proficiency in data mining, machine learning and deep learning frameworks (tensorflow or pytorch) ; Good coding ability in Python.
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
Projects
- 8 Active
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Audio-Text Cross-Modal Retrieval
Zhang, H., Wang, W. & Nguyen, A.
1/01/25 → 31/12/28
Project: Internal 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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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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RDSA: A Robust Deep Graph Clustering Framework via Dual Soft Assignment
Xiang, Y., Fan, L., Saha, T., Pang, X., Pan, Y., Zhang, H. & Ji, C., 2025, (Accepted/In press) The 30th International Conference on Database Systems for Advanced Applications (DASFAA 2025).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Towards algorithmic framing analysis: Expanding the scope by using LLMs
Kuang, X., Liu, J., Zhang, H. & Schweighofer, S., 2025, (Accepted/In press) In: Journal of Big Data.Research output: Contribution to journal › Article › peer-review
Open Access -
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 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, …