Research

Advancing Human-AI Collaboration through Data-Centric Approaches

Research Areas

Data-centric AI
Developing methodologies and frameworks for improving AI systems through systematic data enhancement, quality assessment, and curation strategies. Focus on creating efficient pipelines for data labeling, augmentation, and validation.
Large Language Models
Investigating the capabilities, limitations, and potential applications of large language models. Research includes model evaluation, fine-tuning strategies, prompt engineering, and alignment with human preferences.
Natural Language Processing
Advancing natural language understanding and generation through novel architectures and training methodologies. Applications include dialogue systems, text generation, information extraction, and semantic analysis.
Human-AI Collaboration
Designing and evaluating systems that effectively combine human expertise with AI capabilities. Research focuses on interactive AI systems, human-in-the-loop learning, and collaborative decision-making frameworks.

Current Projects

[Project Title 1]

Period: [Start Date] - [End Date] or Present
Researchers: [List of participants]
Funding: [Funding source, if applicable]

[Detailed description of the project objectives, methodology, and expected outcomes. Describe the research questions being addressed and the approach being taken.]

Key Focus Areas:

  • [Focus area 1]
  • [Focus area 2]
  • [Focus area 3]
Project Links
Project Page GitHub Repo Publications

[Project Title 2]

Period: [Start Date] - [End Date] or Present
Researchers: [List of participants]
Funding: [Funding source, if applicable]

[Detailed description of the project objectives, methodology, and expected outcomes. Describe the research questions being addressed and the approach being taken.]

Key Focus Areas:

  • [Focus area 1]
  • [Focus area 2]
  • [Focus area 3]
Project Links
Project Page GitHub Repo Publications

Collaborations

We actively collaborate with researchers from various institutions and disciplines. If you are interested in collaboration opportunities, please contact us.

Academic Partnerships

Collaborating with leading universities and research institutions worldwide.

Industry Collaboration

Working with industry partners to apply research to real-world problems.

International Networks

Engaging in international research networks and joint projects.