Projects per year
Personal profile
Personal profile
Dr. Jia Wang is currently a lecturer in Xi’an Jiaotong-Liverpool University. She received a Ph.D. degree from the Hong Kong Polytechnic University, M.S. degree from KTH Royal Institute of Technology, B.S. degree in communication engineering from Beijing Jiao Tong University. She had visited the University of Southern California as a visiting scholar. Her research interests span the broadly defined areas of graph mining, reinforcement learning, and Explainable AI.I am looking for strongly motivated PhD students and Research Assistant to join our research group. Contact me via: jia.wang02@xjtlu.edu.cnResearch areas: Explainable AI/ trustworthy AI.Topic: Research on Interpretability of Social Recommendation System Based on Causal Inference.Requirements:1. Proficiency in data mining, machine learning and deep learning frameworks (tensorflow or pytorch) ; Good coding abilityin Python, Java and so on; Have good experience in system development testing; Familiar with)2. The applicants should have good English writing and communication skills.Her publications can be founded via Google Scholar https://scholar.google.com/citations?hl=enuser=CcJikxgAAAAJ
Research interests
XAI, Machine Learning, Reinforcement Learning
Graph Mining, Recommendation System
Multi-robot Cooperation
Teaching
INT303 (S1) Big Data Analytics
INT104 (S2) Artificial Intelligence
INT102 (S2) Algorithmic Foundations and Problem Solving
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. in Computer Science from the Hong Kong Polytechnic University (Hong Kong)
M.Sc in Computer Science from KTH Royal Institute of Technology University (Stockholm, Sweden)
B.Sc in Communication Engineering from Beijing Jiaotong University (Beijing, China)
Person Types
- Staff
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Collaborations and top research areas from the last five years
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Development of cloud-based intelligent control technology for flexible manufacturing of high-end equipment
Wang, J., Lim, E. G., Wang, Q., Pan, Y. & Wang, X.
5/02/24 → 4/02/28
Project: Collaborative Research Project
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Enhancing Big Data Analytics Teaching through Competition-based Learning Using Kaggle Platform
Fan, P., Li, N., Purwanto, E., Tay, T. T. & Wang, J.
1/09/23 → 30/09/26
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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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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Multi-stage Big Data Analytics for Complex Systems: Methodologies and Applications
1/03/22 → 28/02/25
Project: Internal Research Project
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3D Printed Hexapod Social Robot
Chen, Z., Luo, Y., Yang, Y., Li, Y., Wang, J. & Pan, Y., 2024, 12th International Conference on Bioinformatics and Biomedical Science. Association for Computing Machinery (ACM)Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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An unknown wafer surface defect detection approach based on Incremental Learning for reliability analysis
Zhao, Z., Wang, J., Tao, Q., Li, A. & Chen, Y., Apr 2024, In: Reliability Engineering and System Safety. 244, 109966.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
A Security Information Transmission Method Based on DHR for Seafloor Observation Network
Ying, F., Zhao, S. & Wang, J., Feb 2024, In: Sensors. 24, 4, 1147.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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CFTNet: a robust credit card fraud detection model enhanced by counterfactual data augmentation
Kong, M., Li, R., Wang, J., Li, X., Jin, S., Xie, W., Hou, M. & Cao, C., May 2024, In: Neural Computing and Applications. 36, 15, p. 8607-8623 17 p.Research output: Contribution to journal › Article › peer-review
Activities
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Hong Kong Polytechnic University
Jia Wang (Visiting researcher)
22 Aug 2023 → 30 Aug 2023Activity: Research visit
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Online Interactive Programming Learning Web Application with ChatGPT
Jia Wang (Supervisor)
1 Jul 2023 → 1 Sept 2023Activity: Supervision › Completed SURF Project
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Neuroinformatics (Journal)
Jia Wang (Reviewer)
1 Jun 2023Activity: Peer-review and editorial work of publications › Publication Peer-review
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AIoT for fruit light ripening(I)
Jia Wang (Supervisor)
2022Activity: Supervision › Master Dissertation Supervision