Call For Proposals (CFP)

PyTorch Day China 2025, proudly hosted by the PyTorch Foundation, is the premier gathering dedicated to open-source AI and machine learning innovation. Scheduled for June 7th in Beijing, China and co-located with the BAAI Conference, this community-driven event provides an unparalleled platform for PyTorch enthusiasts, machine learning engineers, AI researchers, and industry professionals.

Immerse yourself in a vibrant day of insightful technical talks, interactive discussions, and engaging poster sessions designed to foster knowledge exchange and collaboration. PyTorch Day China is your gateway to connecting with leading experts and peers in the open-source AI community, offering you unique opportunities to explore cutting-edge advancements and shape the future of deep learning.

Please be aware that the Linux Foundation utilizes Sessionize for CFP submissions. Sessionize is a cloud-based event content management software designed to be intuitive and user-friendly. If you need guidance, please review how to submit your session for an event to see step-by-step instructions and helpful screenshots.

For questions about the CFP system, please get in touch with cfp@linuxfoundation.org.

• CFP Closes: Sunday, 13 April at 11:59 pm CST (UTC +8)
• CFP Notifications: Monday, 28 April
• Schedule Announced: Wednesday, 30 April
• Poster Print Deadline: Friday, 9 May
• Presentation Slide Due Date: Wednesday, 4 June
• Event Date: Saturday, 7 June

• AI Applications and Use Cases
• Core PyTorch Framework
• DL Compilers and Kernel Authoring
• Edge AI and On-Device
• Ethical AI, Governance, and Regulation
• Generative AI and Large Language Models (LLMs) with PyTorch
• Open Source Collaboration, Education and Community Building
• Optimization for Training and Inferences
• Performance Measurement and Benchmarking
• PyTorch on Accelerator Hardware
• PyTorch Ecosystem and Tools
• PyTorch in Research and Academia
• Scaling Training and Inference

• Session Presentation (25 minutes including Q&A)
• Lightning Talk (10 minutes)
• Deep Dive Presentation (50 minutes including Q&A)
• Panel Discussion (50 minutes including Q&A)
• Poster Session (Max of 2 Speakers)

• All speakers are required to adhere to our Code of Conduct. We also highly recommend that speakers take our online Inclusive Speaker Orientation Course.
• Focus on delivering high-quality, well-crafted sessions rather than submitting multiple proposals. Strong, engaging content stands out!
• Complimentary passes for the event will be provided for the accepted speaker(s) per submission.
• Submissions must include the names of all participants at the time of submission to be considered. Additionally, sessions with three (3) or more speakers will be classified as panels and must include diverse representation; all-male panels will not be accepted.
• Avoid sales or marketing pitches and discussing unlicensed or potentially closed-source technologies when preparing your proposal; these talks are almost always rejected due to the fact that they take away from the integrity of our events, and are rarely well-received by conference attendees.
• All accepted speakers are required to submit their slides prior to the event.

While it is not our intention to provide you with strict instructions on how to prepare your proposal, we hope you will take a moment to review the following guidelines that we have put together to help you prepare the best submission possible. To get started, here are three things that you should consider before submitting your proposal:

1. What are you hoping to get from your presentation?
2. How will your presentation benefit the PyTorch community

There are plenty of ways to give a presentation about projects and technologies without focusing on company-specific efforts. Remember the things to consider that we mentioned above when writing your proposal and think of ways to make it interesting for attendees while still letting you share your experiences, educate the community about an issue, or generate interest in a project.

How to Give a Great Talk

We want to ensure submitters receive resources to help put together a great submission and, if accepted, give the best presentation possible. To help do this, we recommend viewing seasoned speaker Dawn Foster’s in-depth session titled Overcoming Imposter Syndrome to Become a Conference Speaker!

Have More Questions? First Time Submitting? Don’t Feel Intimidated

Linux Foundation events are an excellent way to get to know the community and share your ideas and the work you are doing, and we strongly encourage first-time speakers to submit talks for our events. If you aren’t sure about your abstract, reach out to us, and we will be more than happy to work with you on your proposal.

The Linux Foundation is dedicated to providing a harassment-free experience for participants at all of our events. We encourage all submitters to review our complete Code of Conduct.