Jinyuan Chen
Gold Coast,QLD
Summary
Experienced researcher dedicated to enhancing safety, fairness, and ethical standards in large language models (LLMs). Specializes in data-driven analysis, LLM fine-tuning, and supervised training pipelines to mitigate biases in AI outputs. Committed to developing reliable and inclusive AI methodologies while collaborating with research communities to promote equitable AI systems.
Overview
3
3
years of professional experience
Work History
Teaching Assistant
Griffith University
Goldcoast, QLD
07.2025 - 10.2025
- Managed Big Data and Social Media in-person courses at the Gold Coast campus, focusing on data collection, analysis, visualization, machine/deep learning algorithms, and LLM fine-tuning.
- Assisted professors in preparing lessons and developing materials.
- Graded assignments and delivered constructive feedback to improve student learning outcomes.
Teaching Assistant
Griffith University
Goldcoast, QLD
03.2025 - 06.2025
- Developed custom JavaScript code for dynamic, interactive games.
- Prepared lessons, graded assignments, addressed student inquiries.
- Facilitated classroom discussions to promote comprehension.
Data Analyst
CloudTranslation
Shenzhen, Guangdong
10.2023 - 03.2024
- Collected and analyzed data for public opinion monitoring.
- Training LLMs for translation, and deployment of LLMs.
- Collaborated with teams to address business needs and adapt strategies.
Research Assistant
Griffith University
Goldcoast, Australia
09.2022 - 06.2023
- Managed data collection, analysis, and visualization for research.
- Conducted literature reviews to inform and enhance academic research.
- Prepared presentations and reports that effectively communicated research findings to academic audiences.
Education
Ph.D. - Information And Communication Technology
Griffith University
QLD04-2027
The Bachelor Degree of Honors of Computer Science -
Griffith University
Australia01.2023
The Bachelor Degree of Information Technology -
Zhengzhou University of Light Industry
China01.2021
Skills
- Python programming
- R programming
- JavaScript programming
- MongoDB database
- MySQL database
- Data analysis
- Data visualization skills
- Tableau
- Gephi
- Machine learning methods for NLP
- Deep learning algorithms for NLP
- LLMs (decoder/encoder structures, prompt, fairness, fine-tune, attention)
- Trustworthy AI area
Conferences Workshops
- Age prediction of social media users: case study on robots in hospitality, the 10th International Conference on Robot Intelligence Technology and Applications RITA 2022
- Hybrid method for short text topic modeling, the 15th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2023
- Prompts De-Biasing Augmentation to Mitigate Gender Stereotypes in Large Language Models, the 17th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2025
References
- Dr Sebastian Binnewies, School of Information and Communication Technology, Griffith University, S.Binnewies@griffith.edu.au, 555 27076
- Professor Bela Stantic, School of Information and Communication Technology, Griffith University, B.Stantic@griffith.edu.au
Research Publications
- Refereed Publication, Conference paper, 2367-3389, https://link.springer.com/chapter/10.1007/978-3-031-26889-2_39, https://doi.org/10.1007/978-3-031-26889-2_39, Jinyuan Chen, Bela Stantic, Jinyan Chen, Age Prediction of Social Media Users: Case Study on Robots in Hospitality, The 10th International Conference on Robot Intelligence Technology and Applications RITA 2022, 426-437.
- Refereed Publication, Conference paper, Jinyuan Chen, Bela Stantic, Hybrid Method for Short Text Topic Modeling. In: Nguyen, N.T., et al. Recent Challenges in Intelligent Information and Database Systems. ACIIDS 2023. Communications in Computer and Information Science, vol 1863. Springer, Cham. https://doi.org/10.1007/978-3-031-42430-4_13, CORE B ranked conference.
- Refereed Publication, Conference paper, Chen, B.J., Binnewies, S., Stantic, B. (2025). Prompts De-Biasing Augmentation to Mitigate Gender Stereotypes in Large Language Models. In: Nguyen, N.T., et al. Intelligent Information and Database Systems. ACIIDS 2025. Lecture Notes in Computer Science(), vol 15683. Springer, Singapore. https://doi.org/10.1007/978-981-96-6008-7_19, CORE B ranked conference.
- One Journal paper submitted to Transactions of the Association for Computational Linguistics (TACL)
Accomplishments
University Medal for Outstanding Academic Excellence, 2023.
Timeline
Teaching Assistant
Griffith University
07.2025 - 10.2025
Teaching Assistant
Griffith University
03.2025 - 06.2025
Data Analyst
CloudTranslation
10.2023 - 03.2024
Research Assistant
Griffith University
09.2022 - 06.2023
Ph.D. - Information And Communication Technology
Griffith University
The Bachelor Degree of Honors of Computer Science -
Griffith University
The Bachelor Degree of Information Technology -
Zhengzhou University of Light Industry