Projects per year
Personal profile
Personal profile
Dr. Jia Wang is currently an Assistant Professor 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 broadly span data mining, recommendation systems, advertising algorithms, search algorithms, and Explainable AI (XAI), with a focus on developing controllable and efficient solutions for large-scale recommendation applications.
Homepage
https://jiawang-sz.github.io/
Call for RAs
I am looking for strongly motivated PhD students and Research Assistants to join our research group. Contact me via: jia.wang02@xjtlu.edu.cn
- Research areas: Recommendation systems, advertising algorithms, search algorithms (大模型⛏️推广搜相关)
- Requirements: Proficiency in data mining, machine learning and deep learning frameworks (tensorflow or pytorch) ; Good coding ability in Python, Java and so on; Have good experience in recommendation system development.
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全年招收【博士研究生】【硕士研究生】【本科研究助理】，有较强的学习科研自驱力（self-motivation），能力要求：数学、编程能力较强，会为表优异的同学们提供海内外（参加各地的学术会议，前往瑞典、中国香港等地交流访问）交流的机会，有意向同学欢迎通过email发送简历。
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希望同学们都有充分的自驱力！我们共同努力！
Her publications can be founded via Google Scholar https://scholar.google.com/citations?hl=enuser=CcJikxgAAAAJ
2025
- (PhD) Peiyu Hu et al. From IDs to Semantics: A Generative Framework for Cross-Domain Recommendation with Adaptive Semantic Tokenization. (AAAI-26 CCF-A Core: A*))
- (PG) Leiqi Zhang et al. Breaking Down Market Barriers: Distilled Prompt-Tuning Approach for Cross-Market Recommendation (AAAI-26 CCF-A Core: A*))
- (PhD) Haichao Zhang et al. Customized Retrieval-Augmented Generation with LLM for Debiasing Recommendation Unlearning. (ICDM-25 CCF-B Core: A*))
- (PG) Kaiyue Feng et al. COFA: counterfactual attention framework for trustworthy wafer map failure classification. (SCI JCR-Q2)
- (PG) Yichen Luo et al. MMET: A Multi-Input and Multi-Scale Transfomer for Efficient PDEs Solving. (IJCAI-25 CCF-A Accept rate: 19%)
- (PhD) Chenke Yin et al. Uncertainty-Aware Semantic Decoding for LLM-Based Sequential Recommendation. (APWeb-WAIM-25 CCF-C
- (PG) Jing Zhen et al. AgriGPT: A Strong Plant Disease Detection Model via Visual-Language Model. (ICIC-25 CCF-C)
- (PG) Dongxiao Hu et al. Embodied AI Through Cloud-Fog Computing: A Framework for Everywhere Intelligence. (IEEE 33rd International Symposium on Industrial Electronics [Best Paper Award])
Research interests
Data Mining
Recommendation System
Teaching
INT303 (S1) Big Data Analytics
INT104 (S2) Artificial Intelligence
INT102 (S2) Algorithmic Foundations and Problem Solving
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)
Research areas
- Data Mining
- Information Retrieval
- Advertising Algorithms
- Recommendation System
Keywords
- QA75 Electronic computers. Computer science
- Data Mining
- Information Retrieval
- Advertising Algorithms
- Recommendation System
Person Types
- Staff
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):
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SDG 3 Good Health and Well-being -
SDG 5 Gender Equality -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 17 Partnerships for the Goals
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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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Suzhou Industrial Park Affective Computing & Interactive Health Interdisciplinary Innovation (Research) Platform
Xu, Z. (PI), lim, E. (Team member), Leach, M. (Team member), Yue, Y. (Team member), Selig, T. (Team member), Wang, W. (Team member), Zhang, X. (Team member), Zhu, X. (Team member), Pan, Y. (Team member), Xiang, N. (Team member), Zhang, H. (Team member), Wang, Y. (Team member), Chen, Y. (Team member), 黎秋宇 (Team member), 刘禹含 (Team member), 高一凡 (Team member), 朱铭徽 (Team member), 白万里 (Team member), 张吉儿 (Team member), 徐豪谡 (Team member), 胡晓松 (Team member), Zhang, C. (Team member), Liu, P. (Team member), Wang, J. (Team member), Sun, Q. (Team member) & Li, Y. (Team member)
1/10/25 → 30/09/27
Project: Governmental Research Project
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Suzhou Intelligent Manufacturing Global AI Data Collaboration Industrial Innovation Consortium/苏州智造全球 AI 数据协同产业创新联合体
Pan, Y. (PI), Wang, S. (PI), Yang, Z. (PI), Xu, Z. (CoPI), Wang, W. (CoPI), Xiang, N. (CoPI), Zhang, H. (Team member), Chen, Y. (Team member), Wang, J. (Team member), Wang, Y. (Team member), Wang, T. (Team member), Wang, H. (Team member), Wang, L. (Team member), Wang, C. (Team member), Yang, H. (Team member), Fei, J. (CoPI), Fang, F. (CoPI), Li, Q. (Team member), Gao, Y. (Team member), Liang, S. (Team member) & Li, Y. (Team member)
1/05/25 → 30/04/28
Project: Governmental Research Project
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Humanoid Robot Intelligent Manufacturing System
Wang, J. (PI), lim, E. (Team member), Wang, Q. (Team member) & Chen, Y. (Team member)
31/01/25 → 31/01/29
Project: Collaborative Research Project
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A Data-Driven Approach to Intelligent Decision Making and Control for Customized Precision Manufacturing Processes
Chen, M. (PI), Wang, J. (Team member) & Yan, Y. (Team member)
1/01/25 → 31/12/28
Project: Governmental Research Project
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AdaKineNet: Adaptive Kinematic Neural Network for inverse kinematics of redundant mobile manipulators
Fang, S., Chen, M., Chen, Y., Wang, J., Wu, J., Zhang, Z. & Lim, E. G., Aug 2026, In: Robotics and Autonomous Systems. 202, 105494.Research output: Contribution to journal › Article › peer-review
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A Hybrid Reinforcement Learning-Guided Grey Wolf Optimizer for UAV Path Planning
Gao, J., Owusu Boateng, G., Dong*, Q., Wang, J. & Zhu, L., 2026, The 22nd International Wireless Communications & Mobile Computing Conference.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Breaking Down Market Barriers: Distilled Prompt-Tuning Approach for Cross-Market Recommendation
Zhang, L., Lu, W., Zhang, H., Wen, E., Liang, Z. & Wang, J., 2026, Proceedings of the AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). 33 ed. Association for the Advancement of Artificial Intelligence, p. 28274-28282 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 33).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
Open Access -
PU-BENCH: A UNIFIED BENCHMARK FOR RIGOROUS AND REPRODUCIBLE PU LEARNING
Chen, Q., Zhang, H., Zhang, L., Li, C., Wang, J. & Wang, W., 2026, The Fourteenth International Conference on Learning Representations (ICLR 2026).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Semantic-Preserving Prompt Hijacking: A Black-Box Adversarial Attack on Auto-Prompt Optimization
Zhang, C., Li, X., Wang, J., Liang, S., Xue, H. & Jin, X., 5 Jul 2026, The IEEE International Conference on Multimedia & Expo 2026. IEEE Press, p. 1-12 12 p. 1Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
Open AccessFile4 Downloads (Pure)
Activities
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Learning Fine-Grained Bimanual Manipulation with Low-Cost Hardware
Wang, J. (Supervisor)
Jun 2025 → Aug 2025Activity: Supervision › Completed SURF Project
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23rd IEEE International Conference on Industrial Informatics (INDIN) Track 13
Wang, J. (Participant)
2025Activity: Participating in or organising an event › Organising an event e.g. a conference, workshop, …
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The 9th APWeb-WAIM joint International Conference on Web and Big Data
Wang, J. (Participant)
2025Activity: Participating in or organising an event › Participating in an event e.g. a conference, workshop, …
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28TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE (ECAI2025) (Event)
Wang, J. (Programme Committee Member)
2025Activity: Peer-review and editorial work of publications › Publication Peer-review