AutoMates: The SECOND international workshop on no-code copilots
Jeju
August 5, 2024
Thank you all for participating in the workshop !!!
All materials can be found here
Agenda
14:00 - 14:10 Gathering
14:10 - 14:30 Introduction and opening remarks
14:30 - 15:15 Keynote Speaker - Hadar Mulian: The Greatest and Latest of No-Code Copilots
15:15 - 15:30 Paper - IDA: Breaking Barriers in No-code UI Automation Through Large Language Models and Human-Centric Design
15:30 - 16:00 Coffee break
16:00 - 16:15 Paper - SheetAgent: A Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Model
16:15 - 16:30 Paper - CodeHalu: Hallucinations in Code Generated by Large Language Models
16:30 - 16:35 IJCAI24 The Resiliency of Intelligent Automation Systems Challenge
16:35 - 17:10 Tutorial - Multi-Agents and LangChain
17:10 - 17:30 Brainstorm and Conclusion
The goal of this workshop is to bring together researchers from various disciplines, including programming languages, natural language processing, computer vision, knowledge representation, planning, human-computer interaction, and business process management, to chart a cross-disciplinary research agenda that will guide future work in the field of no-code copilots and the revolution that AI brings to it.
Topics
Topics of interest for submission include, but are not limited to:
No-code-low-code digital assistants
Integration of AI techniques such as natural language processing, conversational AI, and robotic process automation in digital copilots
Challenges and opportunities in no-code automation
Ethical considerations and trust of AI-driven copilots
Large language models and vision-language models for UI automation
Grounding human instructions
Multi-modal-based interfaces and human-computer interaction with digital apprentices
Prompt- and dialog-based specification of tasks
End-user programming, validation, and supervision of AI-based automation systems
Human-in-the-loop AI, human-AI collaboration, human-centered AI
Training and feedback approaches in support of end-user customization of work
Program generation and validation techniques (e.g, program synthesis)
AI Training and supervision methods
Methodologies for understanding and automating UIs
AI planning
Important Dates
Abstract Submission (optional)
May 20, 2024
Paper Submission Deadline
May 24, 2024
Paper Notification
June 3, 2024
PROGRAM CHAIRS
PC
Rotem Dror - University of Pennsylvania
Jose Cambronero - Microsoft
Nadia Polikarpova - University of California San Diego
Hadar Mulian – IBM research
Eran Yahav - Technion
Rui Dong - University of Michigan
Xinyun Chen - Google
Sergey Zeltyn - IBM Research
Yan Chen - Virginia Tech
Yanju Chen - University of California, Santa Barbara
Lior Limonad - IBM Research
Jiani Huang - University of Pennsylvania
Kobi Gal - Ben-Gurion University
The Venue
Jeju
Situated in the center of Northeast Asia, Jeju lies equidistant among South Korea, China, and Japan
Jeju is proud of its unique cultural folk heritage as well as its geographical and historical relevance.
The island itself is an extinct volcano with its peak jutting skyward at the center and a broad, gentle littoral all the way around showing a very unique geographical condition. There are bountiful forests and ravines, fantastic rock formations and volcanic craters, and caves and grasslands that together paint a natural scene of breathtaking beauty. Sparkling seas and tiny islets surround Jeju, with rocks scattering amidst sandy beaches to create a magnificent view everywhere you look.
Please send your inquiry to automatesworkshop@gmail.com