Personal profile
Personal profile
Di Zhang is an Associate Professor at the School of AI and Advanced Computing, XJTLU. He received a B.S. and M.S. in Computer Science from Beihang University, and a Ph.D. in Computer Science from the Communication University of China in 2018 (supervised by Institute of Computing, CAS). He has over 15 years of working experience at world-class enterprises and institutions. His research interests now primarily focus on time series forecasting and large language models, with extensive experience in AI research and applications, including Bayesian networks, reinforcement learning, transfer learning, and data mining.
Research areas
- Machine Learning
- Time Series
- Reinforcement learning
- Large Language Models
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):
-
SDG 7 Affordable and Clean Energy -
SDG 11 Sustainable Cities and Communities
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
-
Investigations and Applications of Rational Activation Neural Networks
Zhang, D. (PI)
1/07/25 → 30/06/28
Project: Internal Research Project
-
Enhancing AI Education through Industry-Engaged Project-Based Learning
Zhang, D. (PI)
Project: Internal Research Project
-
-
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
-
Designing Trading Strategies with LLMs: A DSL-Driven Framework Using In-Context Learning
Wu, J., Zhang, D. & Niu, Q., 26 Jul 2025, Advanced Intelligent Computing Technology and Applications - 21st International Conference, ICIC 2025, Proceedings. Huang, D.-S., Li, B., Chen, H. & Zhang, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 278-291 14 p. (Lecture Notes in Computer Science; vol. 15852 LNCS).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
-
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
-
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
-
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