Projects per year
Personal profile
Personal profile
Di Zhang is an associate professor at School of AI and Advanced Computing, XJTLU. He acquired a Ph.D. in CS from Communication University of China in 2018. He has 15+ years of working experience at Chinese Academy of Sciences, Nokia Research Institute, Noahs Ark Lab Huawei, etc. He has rich experience in AI research and applications, including bayesian network, time series analysis, reinforcement learning, transfer learning, data mining, etc.
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):
Research areas
- Machine Learning
- Time Series
- Reinforcement learning
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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Investigations and Applications of Rational Activation Neural Networks
Zhang, D. (PI)
1/07/25 → 30/06/28
Project: Internal Research Project
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Enhancing AI Education through Industry-Engaged Project-Based Learning
Zhang, D. (PI)
Project: Internal Research Project
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CycleKAN: Integrating Kolmogorov-Arnold Networks with Explicit Cycle Modeling for Efficient Urban Traffic Forecasting
Hou, Y., Zhang, D. & Niu, Q., 22 Jul 2025, p. 257. 268 p.Research output: Contribution to conference › Paper › peer-review
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Designing Trading Strategies with LLMs: A DSL-Driven Framework Using In-Context Learning
Wu, J., Zhang, D. & Niu, Q., 26 Jul 2025, English. Springer, p. 278 291 p. (International Conference on Intelligent Computing).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Do High Metrics Equal Enhanced Cognitive Performance? Exploring Objective and Subjective Assessments in Digital Human Quality
Wang, J., Zhang, D., Wu, Q., Huang, C. W. & Tan, H., 2025, Digital Multimedia Communications - 21st International Forum on Digital TV and Wireless Multimedia Communications, IFTC 2024, 2024, Revised Selected Papers. Zhai, G., Zhou, J., Ye, L., Yang, H. & An, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 320-333 14 p. (Communications in Computer and Information Science; vol. 2442 CCIS).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Empowering Spatiotemporal Traffic Prediction through Fusing Flowformer and GNN
Hou, Y., Zhang, D. & Niu, Q., 2025, 2025 IEEE 6th International Seminar on Artificial Intelligence, Networking and Information Technology, AINIT 2025. Institute of Electrical and Electronics Engineers Inc., p. 1206-1211 6 p. (2025 IEEE 6th International Seminar on Artificial Intelligence, Networking and Information Technology, AINIT 2025).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Formulating Financial Trading Strategies Using LLM: A DSL-Mediated Approach via in-Context Learning
Wu, J., Zhang, D. & Niu, Q., 2025, 2025 7th International Conference on Natural Language Processing, ICNLP 2025. Institute of Electrical and Electronics Engineers Inc., p. 6-13 8 p. (2025 7th International Conference on Natural Language Processing, ICNLP 2025).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review