I am a PhD student in Computer Science at Georgia State University, where I focus on agentic reasoning and decision-making. My research centers on developing Large Language Model (LLM) agents that can autonomously reason, plan, and act to solve complex, multi-step tasks in dynamic environments.

My work explores how large language models can be augmented with structured reasoning capabilities—enabling them to break down complex problems, formulate action plans, and execute solutions. I also explore the application of diffusion models to enhance LLM performance, particularly in areas such as controlled text generation, semantic coherence, and multi-modal understanding.

I am a part of the Assistive Intelligence Lab, advised by Dr. Yi Ding

My research interests include:

  • Embodied agents: Designing autonomous agents that can reason, plan, and execute complex tasks
  • Large Language Models: Advancing the reasoning and decision-making capabilities of LLMs
  • Diffusion Models: Exploring novel applications of diffusion processes for enhanced language generation and understanding
  • Multi-Agent Systems: Investigating collaboration and coordination mechanisms between multiple AI agents

I am always interested in collaborating on research projects, discussing new ideas in AI, or exploring potential applications of agentic systems. Feel free to reach out if you'd like to connect!

Projects

Publication

Understanding Far-right Groups Activities through Knowledge Graph Analysis

Tanvir Hossain, Adele Chinda

Publication

Predicting Hospital Readmission Risk from Electronic Health Records: A Comparative Study of Classical and Ensemble Models

Adele Chinda, Oumar Diallo, Yusuf Mumin

Publication

GraPO: Predicting Power Outages During Extreme Weather Events Using Graph-Based Methods

Adele Chinda, Huirong Chai, Jack Morris, Jayden Fassett