James YU 余剑峤

Assistant professor at Southern University of Science and Technology, China. I'm most interested in smart cities development and deep learning techniques.

I am constantly looking for motivated prospective graduate students and postdocs with interests in deep learning and intelligent transportation systems to join the group. Visiting scholars, research assistants and undergraduates are also very welcome.

UPDATES (MORE)

[Nov. 2021] Congratulations to Weizhu Qian for his new conference paper "Uncertainty Quantification for Traffic Forecasting: A Unified Approach" being accepted by IEEE International Conference on Data Engineering 2023.

[Oct. 2021] Congratulations to Chenhan Zhang for his new journal paper "Towards Large-Scale Graph-Based Traffic Forecasting: A Data-Driven Network Partitioning Approach" being accepted by IEEE Internet of Things Journal.

[Oct. 2021] Congratulations to Shuyu Zhang for his new journal paper "Attention-Driven Recurrent Imputation for Traffic Speed" being accepted by IEEE Open Journal of Intelligent Transportation Systems.

[Sept. 2022] Congratulations to Xiaozhuang Song for his new conference paper "Efficient and Effective Multi-task Grouping via Meta Learning on Task Combinations" being accepted by Annual Conference on Neural Information Processing Systems (NeuIPS) 2022.

[Sept. 2022] Congratulations to Yongchao Ye for his new journal paper "CatETA: A Categorical Approximate Approach for Estimating Time of Arrival" being accepted by IEEE Transactions on Intelligent Transportation Systems.

[Aug. 2022] Congratulations to Yuanshao Zhu and Yongchao Ye for their co-first authored journal paper "Cross-area Travel Time Uncertainty Estimation from Trajectory Data: A Federated Learning Approach" being accepted by IEEE Transactions on Intelligent Transportation Systems.

[May 2022] Congratulations to Shiyao Zhang for his new journal paper "Collision Avoidance Predictive Motion Planning Based on Integrated Perception and V2V Communication" being accepted by IEEE Transactions on Intelligent Transportation Systems.

Assistant professor
Department of Computer Science and Engineering
Southern University of Science and Technology
Rm. 519, South Building, College of Engineering, SUSTech, Shenzhen, China

Honorary assistant professor
Department of Electrical and Electronic Engineering
The University of Hong Kong

Email Curriculum Vitae

RESEARCH INTERESTS

Smart cities and urban computing
Deep learning
Intelligent transportation systems
Smart energy systems

TEACHING

[F'22,S'21,S'20,S'19] Digital Logic
Course Instructor and Designer
Department of Computer Science and Engineering, Southern University of Science and Technology

[M'22,M'21] Digital Logic (H)
Course Instructor and Designer
Department of Computer Science and Engineering, Southern University of Science and Technology

[F'21,F'20,F'19] Introduction to Computer Programming A
Course Instructor
Department of Computer Science and Engineering, Southern University of Science and Technology

[F'21,F'20] Introduction to Computer Programming A (H)
Course Instructor and Designer
Department of Computer Science and Engineering, Southern University of Science and Technology

[F'16,F'17] Embedded System
Guest Lecturer
Department of Electrical and Electronic Engineering, The University of Hong Kong

[F'14] Engineering Management and Society
Guest Lecturer
Department of Electrical and Electronic Engineering, The University of Hong Kong

[S'14] Sustainability and Climate Change
Teaching Assistant
Department of Electrical and Electronic Engineering, The University of Hong Kong

[S'12] Communications Engineering
Teaching Assistant
Department of Electrical and Electronic Engineering, The University of Hong Kong