• Currently Now:
  I am currently a student research assistant at the ISLE lab working with Prof. Ziang Xiao and Postdoc Fellow. Jie Gao and I have also actively engaged in NLP discussions with Prof. Jason Eisner(Faculty advisor), Prof. Anjalie Field at the Center for Language and Speech Processing (CLSP). At the same time, I received my Master’s degree in Computer Science Engineering at Johns Hopkins University (JHU) in the 2024 Fall.

• In my Undergraduate:
  Before joining JHU, I received my B.S. degree in Information and Computer Science, and Mathematics from Liaoning Technology University. During my undergrad study, I spent time at the Institute of Mathematics and Systems Science and the Institute of Machine Learning and Data Mining, where I was advised by Prof. Wei Liu and Prof.Yu Zhang works in Multivariate Statistical Analysis, Machine Learning, Reinforcement Learning, Informatics Theory, Numerical Analysis, and Math Modeling and Optimization Algorithms.

🤔 Research interest

My research interests include Human-Centered Artificial Intelligence (HCI-AI), Natural Language Processing(NLP), Statistical Inference, and Machine learning. My research work is motivated by the fundamental question of How to achieve and support bidirectional Human-AI Alignment between understanding humans at scale and AI data/algorithms/systems to bridge the socio-technical gap.

Specifically, I am currently interested in and my pre-research work includes:

• 1. Human-AI Alignment Interaction/Collaboration: How to build a Human-AI Data Annotation/Optimization/Selection Framework for Subjective and Ambiguous Labeling text in multiple fields to improve quality datasets.
• 2. LLMs for evaluation and application: How to evaluate and improve the capabilities of LLMs and agents to understand and interact with humans in the interaction process.
• 3. Machine learning and Statistical Inference: How to understand data statistics dynamics using math modeling and developing efficient machine learning algorithms for large-scale data analysis and intelligent pattern recognition.