[CFP] Foundation Models for Structured Data (FMSD) Workshop @ ICML

[Mononito Goswami]

Dear Colleagues, 

We are pleased to announce the first ICML workshop on Foundation Models for Structured Data (FMSD) () will be held at the Vancouver Convention Center on July 18-19, 2025. We look forward to welcoming you in Vancouver!

Structured data, such as tabular and time series data, is ubiquitous across countless high-impact real-world applications, from predictive analytics in finance and healthcare to climate modeling. Recent advances have led to the development of foundation models tailored to structured data. By learning from vast amounts of real and/or synthetic structured data, they exhibit strong generalization and the ability to adapt to new tasks with minimal fine-tuning.

The workshop on Foundation Models for Structured Data (FMSD) offers a place to jointly discuss foundation models for structured data, effectively addressing the gap and enabling the communities to capitalize on their synergies.

The key topics of this workshop include, but are not limited to:

• Building Foundation Models for Structured Data
• Datasets and Synthetic Data Generation Methods
• Benchmarks of Structured Data Foundation Models
• LLMs for Structured Data
• Critiques on Structured Data Foundation Models
• Real-World Applications of Foundation Models for Structured Data

Key Information

• Submission link: OpenReview
• Submission deadline: May 19, 2025 (11:59 pm AoE)
• Acceptance notification: June 09, 2025 (anytime before 11:59 pm AoE)
• Camera ready deadline: July 02, 2025 (11:59 pm AoE)
• Page Limit: short papers with up to 4 pages; unlimited references and appendices
• Misc: double-blind, non-archival, poster presentations for accepted papers
  

Please see the Call for Papers for details.

We look forward to your participation.


Best Regards,
FMSD Organizers