[2nd Call for Participation] 3rd Workshop on Deployable AI at AAAI-2025
Rahul Vashisht
Artificial Intelligence (AI) has rapidly evolved into a multifaceted research domain, with recent generative models like Gemini, GPT-4, Claude, and Llama demonstrating remarkable capabilities across diverse tasks. While their potential is immense, real-world deployment requires addressing not only important technical challenges but also ethical and societal ones.
This workshop will address these critical research questions for responsible AI deployment. Specifically, the workshop will focus on algorithmic, systemic, and societal considerations to ensure that our AI models adhere to rigorous standards for fairness, ethics, explainability, privacy, and security. This workshop highlights these interdisciplinary and interrelated considerations that impact the real-world deployability of an AI model and its responsible usage in a societally useful manner.
The 3rd Workshop of Deployable AI (DAI 2025) will be held at the AAAI 2025 conference on March 3rd/4th, 2025, with a special focus on the deployability aspects of large language models (LLMs).
Topics: We invite submissions on the theoretical foundations, algorithmic techniques, and practical strategies to ensure the responsible deployment of AI models. The topics of interest include, but are not limited to, the following:
Deployable AI: Concepts and Models
Privacy-Preserving AI
Language Models & Deployability
Explainable and Interpretable AI
Fairness and Ethics in AI
AI models and social impact
Trustworthy AI models
AI on the Edge Devices
Length of the workshop:
One day
Format:
Invited Talks: Talks by eminent researchers in the field.
Contributed Talks: Short talks based on the accepted papers.
Poster session: Poster presentation of all accepted papers
Submission Instructions:
You are invited to submit:
– Poster/short/position papers (up to 4 pages)
– Full papers (up to 7 pages)
The submissions should adhere to the AAAI paper guidelines available at https://aaai.org/conference/aaai/aaai-25/submission-instructions/
Submissions Link: https://easychair.org/conferences/?conf=dai2025
Note: Virtual and Remote Attendance will be available to everyone who has registered for the workshops. The workshop will be held in Philadelphia, Pennsylvania, at the Pennsylvania Convention Center on March 3/4, 2025. Authors are NOT allowed to present virtually.
REGISTRATION:
All attendees have to register for the workshop. Please check more details about AAAI 2025 workshop registration: https://aaai.org/conference/aaai/aaai-25/registration/.
There will be no proceedings for the venue. We will post the list of accepted papers on the workshop website
Important Dates:
Workshop Submissions Due to Organizers: November 26, 2024 **Extended Deadline**
Notifications Sent to Authors: December 9, 2024
Workshop to be held on March 3rd/4th, 2024
Reviews: The review process will be double-blind. All submissions must be anonymized. Submissions that breach anonymity will be desk-rejected. We welcome volunteers who want to serve as a program committee member (reviewers) for Deployable AI Workshop 2025. If interested, please fill out the form
Organizers:
1. Balaraman Ravindran(Senior member AAAI) Chair and main contact, ra...@dsai.iitm.ac.in, RBCDSAI, IIT Madras
2. Danish Pruthi, dan...@iisc.ac.in, Computational and Data Sciences, IISC Bangalore.
3. Aditi Raghunathan, rad...@cmu.edu, Computer Science Department, CMU
4. Krishna Pillutla, kris...@dsai.iitm.ac.in, School of DSAI IIT Madras
5. Arpita Biswas arpita...@live.in, Department of Computer Science, Rutgers University
6. Aravindan Raghuveer aragh...@google.com, Google Deepmind India.
Working Committee:
1. Arun Rajkumar, ar...@dsai.iitm.ac.in, School of DSAI, IIT Madras.
2. Harish Guruprasad, hari...@dsai.iitm.ac.in, School of DSAI, IIT Madras.
3. Chandrashekar Lakshminarayanan, chandr...@dsai.iitm.ac.in, School of DSAI, IIT Madras
4. Preksha Nema, pre...@google.com, Google Research India
5. Gokul S Krishnan, go...@cerai.in, CeRAI, IIT Madras.
6. Devika Jay, devi...@gmail.com, CeRAI, IIT Madras.
7. Rahul Vashisht ra...@cse.iitm.ac.in, PhD scholar, CSE, IIT Madras
Regards
Rahul