Hui Guan

Assistant Professor, Computer Science, UMass Amherst

[Dan Fu @realDanFu]

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!

[Soumith Chintala @soumithchintala]

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"

[Tianqi Chen @tqchenml]

Looking forward to #MLSys2025, with excellent lineups of speakers and a great program. Register today at https://t.co/2iRbuiDirc

[Tianqi Chen @tqchenml]

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 https://t.co/sTsbrxWHlw and register today at https://t.co/2iRbuiDirc

[Hui Guan @guanh01]

🚀 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: https://t.co/AABYC327bE

[Hui Guan @guanh01]

@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!

[Ying Sheng @ying11231]

Catch my talk at the #MLSys2024 Young Professionals Symposium! May 13th in Santa Clara, California. Full agenda here: https://t.co/IsVMLfnS8u

[Hui Guan @guanh01]

MLSys is around the corner. Catch @Azaliamirh talk at the #MLSys2024 Young Professionals Symposium! May 13th in Santa Clara, California. Full agenda here: https://t.co/ZVo1TVf3a6

[Tianqi Chen @tqchenml]

Catch @KurtKeutzer keynote talk at the #MLSys2024 Young Professionals Symposium! May 13th in Santa Clara, California. Full agenda here: https://t.co/9oNuFRTJai

[Christopher De Sa @chrismdesa]

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

https://t.co/yagYbd1nyn

[Beidi Chen @BeidiChen]

📢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 👇

[Tianqi Chen @tqchenml]

#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 https://t.co/zFMHTxUvoX for further details.

[Tianqi Chen @tqchenml]

#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 https://t.co/2iRbuiDirc and looking forward to seeing everyone there!

[Tianqi Chen @tqchenml]

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 https://t.co/kVDOIaFwTa

[Hui Guan @guanh01]

@MLSysConf

[Hui Guan @guanh01]

🚀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 🔥

[Hui Guan @guanh01]

Check out the website for more details:  https://t.co/RyMQlwyp3L

[Hui Guan @guanh01]

Catch my talk at the @flwrlabs AI Summit! March 14 and 15 in London, UK. Full agenda here: https://t.co/Wehl5ZppDw Free registration and virtual attendance supported!

[Zhihao Jia @JiaZhihao]

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: https://t.co/ina6oOnNao. Please retweet to help us maximize visibility. #mlsys @MLSysConf

[Hui Guan @guanh01]

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: https://t.co/JS0aq1LNlJ #AmazonResearchAwards