Dr Jin Zheng
BSc, PhD
Expertise
Current positions
Contact
Press and media
Many of our academics speak to the media as experts in their field of research. If you are a journalist, please contact the University’s Media and PR Team:
Research interests
Personal website:https://jinmagician.github.io/
Projects and supervisions
Research projects
From Pen to Print: Tracing the Evolution of Poverty Narratives in The Times Over Centuries
Principal Investigator
Role
Co-Investigator
Managing organisational unit
School of Engineering Mathematics and TechnologyDates
03/06/2024 to 31/07/2024
Fintech Research Network
Principal Investigator
Managing organisational unit
School of Engineering Mathematics and TechnologyDates
01/02/2024 to 31/07/2024
Advancing the Development of a Cloud-Based Automated Sentiment Analysis Tool for Predicting Cryptocurrencies
Principal Investigator
Managing organisational unit
School of Engineering Mathematics and TechnologyDates
01/12/2023 to 31/07/2024
Developing an Integrated and Intelligent Algo-trading System
Principal Investigator
Dates
01/01/2023 to 31/07/2023
Empowering Power Electronics with Edge AI: Data-Driven Online Condition Monitoring for Electrical Machines in More Electric Aircraft
Principal Investigator
Role
Co-Investigator
Managing organisational unit
School of Engineering Mathematics and TechnologyDates
01/10/2022 to 31/07/2025
Thesis supervisions
Publications
Recent publications
25/02/2025Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction
17th International Conference on Agents and Artificial Intelligence (ICAART)
Spot Market Electricity Price Forecast via the Combination of Transformer and Ornstein-Uhlenbeck Process
2025 21st International Conference on the European Energy Market (EEM)
GNN-based social media sentiment analysis for stock market forecasting and trading
Expert Systems with Applications
Multi-Relational Graph Diffusion Neural Network with Parallel Retention for Stock Trends Classification
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Option Data Fusion Incorporating Moment-Matching and Dynamic-Matching Simulations
2024 IEEE International Conference on e-Business Engineering (ICEBE)
