Hui Guan

See everyone at MLSys 2025 in Santa Clara next week! Super excited to organize the Young Professional Symposium program on day one (May 12) and our invited speakers @soumithchintala (keynote), @Tim_Dettmers, @infwinston, @simran_s_arora, @BeidiChen!

writing out my Keynote at @MLSysConf this year and I'm pretty excited! "Extreme PyTorch: Inside the Most Demanding ML Workloads—and the Open Challenges in Building AI Agents to Democratize Them"

Looking forward to #MLSys2025, with excellent lineups of speakers and a great program. Register today at mlsys.org/Register

Learn more about the latest advances in AI and systems, including LLM serving, efficient attentions, structured outputs, scaling up training, and more topics. Check out #MLSys2025. Accepted papers at mlsys.org/virtual/2025/p… and register today at mlsys.org/Register

🚀 Join us at MLSys 2025 Young Professionals Symposium on May 12 in Santa Clara. Submit your 1-page abstract by April 7 & present your work at our poster session #MLSys2025. Check out the website for more details: mlsys.org/Conferences/20…

@songhan_mit The efficientml is a great course!👍👍👍I have been using some of your course materials for my systems for deep learning course last semester. Very helpful!

The enrollment of my MIT class EfficientML.ai is projected to double again this year. For those who can not enroll at MIT, welcome to take the online version: live.efficientml.ai

Catch my talk at the #MLSys2024 Young Professionals Symposium! May 13th in Santa Clara, California. Full agenda here: mlsys.org/virtual/2024/c…

MLSys is around the corner. Catch @Azaliamirh talk at the #MLSys2024 Young Professionals Symposium! May 13th in Santa Clara, California. Full agenda here: mlsys.org/virtual/2024/c…

Catch @KurtKeutzer keynote talk at the #MLSys2024 Young Professionals Symposium! May 13th in Santa Clara, California. Full agenda here: mlsys.org/virtual/2024/c…

MLSys 2024 is next week. Looking forward to seeing you all in Santa Clara! mlsys.org/Register

📢We're thrilled to announce that Kurt Keutzer will give the keynote speech for MLSys 2024 Young Professionals Symposium. Welcome to join us for exciting invited talks by @Azaliamirh, Xupeng Miao, @jiawzhao , @ying11231 , @tri_dao on cutting-edge MLSys research! The full schedule is 👇

#MLSys2024 Student Travel Grant just get announced The deadline for applications is 4/24/24. Checkout Young Professional symposium chaired by @BeidiChen and @guanh01 ! See mlsys.org for further details.

#MLSys2024 early registration deadline is coming up in six days. The conference will happen May 13th through Thu the 16th at the Santa Clara Register today at mlsys.org/Register and looking forward to seeing everyone there!

If you want to learn more about the latest advances in AI and systems, such as systems for diffusion models, multi-LoRA serving, MOE, efficient quantization and systems, and more AI and systems topics. Check out this year’s #MLSys2024 program. The conference will happen May 13th through Thu the 16th at the Santa Clara, with keynotes from @YejinChoinka @zicokolter @JeffDean . Register today at mlsys.org/Register

🚀Exciting news! Join us at MLSys 2024 Young Professionals Symposium on May 13th in Santa Clara. 🎓Dive into discussions on large model training, industry vs. academia, entrepreneurship, and more. Don’t miss this chance to connect with experts & peers in the field! #MLSys2024 🔥

Check out the website for more details:  sites.google.com/view/mlsys24yps

Catch my talk at the @flwrlabs AI Summit! March 14 and 15 in London, UK. Full agenda here: flower.ai/conf/flower-ai… Free registration and virtual attendance supported!

Hui Guan @guanh01 and I are co-chairing MLSys'23 artifact evaluation committee, and are seeking self-nominations for early-career researchers willing to serve on the committee: forms.gle/e4cMQodqctYuDd…. Please retweet to help us maximize visibility. #mlsys @MLSysConf

I’m excited to share that we’ve received an Amazon Research Award for our proposal "Groot: A GPU-Resident System for Efficient Graph Machine Learning" at UMass Amherst. Learn more about the program on the @AmazonScience website: amzn.to/ara-fall-winte… #AmazonResearchAwards