Published several peer-reviewed papers, including:
- [J] Utilizing the Internet of Things and Big Data for Traffic Management: The Role of Physical Network Systems and Collaborative Signal Light Control
- [J] Adaptive Traffic Signal Control for Energy Efficiency Using Deep Learning and Consumer Electronics
- [J] Assessing the Impact of Super Typhoon on Terrestrial Ecosystems in Eastern Coastal China: A Case Study of Typhoon Lekima
- [J] Urban Transport Emission Prediction Analysis through Machine Learning and Deep Learning Techniques
- [C] Semantic Enrichment for Video Question Answering with Gated Graph Neural Networks
- [C] Graph-based video-language learning with multi-grained audio-visual alignment
- [C] Document-Level Machine Translation with Large Language Models
- [C] Gated Multi-modal Fusion with Cross-modal Contrastive Learning for Video Question Answering
Research Experience
2023 – present, Lecturer, School of Transportation and Civil Engineering, Nantong University, Nantong, Jiangsu, China; 2021 (Jan – Jun), Research Internship, Huawei Noah’s Ark Lab, Shenzhen, Guangdong, China; 2017 – 2019, Research Assistant, Maynooth University, Maynooth, Co. Kildare, Ireland.
Education
2017 – 2022, Doctor of Philosophy (Ph.D.), Computer Science, ADAPT Centre at Dublin City University, Ireland; 2015 – 2016, Master of Science (M.Sc.), Computing Science, University College Cork, Ireland; 2011 – 2015, Bachelor of Engineering (B.Eng.), Software Engineering, Nanjing University of Information Science & Technology, China.
Background
Currently a lecturer from the School of Transportation and Civil Engineering, Nantong University. In 2022, obtained a PhD in Computer Science (Natural Language Processing) at Dublin City University, co-supervised by Qun Liu, Yvette Graham, and Gareth Jones. Research interests mainly focus on Natural Language Processing (NLP), including the Evaluation of NLP, Large (Vision-)Language Models, and Visual Question Answering. Recently, extended research to Multidisciplinary Applications of AI, such as Intelligent Transportation Systems (ITS), Transport Emission Prediction, LLMs for Transportation, and AI for Environmental Sustainability.