TILOS AI Institute @tilos_ai
The Institute for Learning-enabled Optimization at Scale (TILOS) pioneers learning-enabled optimizations that transform chip design, robotics, and networks. tilos.ai Joined July 2021-
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New research by TILOS Robotics team members at Penn Engineering demonstrates that malicious prompts can "jailbreak" AI-powered robots and cause them to perform unsafe actions: eurekalert.org/news-releases/…
At this year's Summit for AI Institutes Leadership TILOS shared how we bridge the gap between cutting-edge AI research and real-world applications. At AI Institutes Expo Day we showcased a favorite K-12 outreach project: a robotic flower that blooms when you smile at it.
The 2024-25 TILOS Seminar series begins Wednesday, October 2, with Krishna Kalyanam, aerospace engineer at NASA Ames Research Center, on applications of #AI, #ML, and #NLP to unmanned aircraft systems and air traffic management. tilos.ai/events/tilos-s…
The website for our #NSF ExpandAI partnership with SDSU is live! This program brings opportunities for cutting-edge #AI research and education to the diverse community of innovators and future leaders in the San Diego region. expandai.sdsu.edu/index.html
UC San Diego just leveled up to the No. 3 public university in the U.S. according to the 2024 Academic Ranking of World Universities by @ShanghaiRanking! 🌎🎉 We also advanced to No. 14 in the nation and No. 18 worldwide. 🌟 #TritonPride #UCSD #UCSanDiego bit.ly/3XricFn
Congratulations to TILOS Faculty Affiliate Rose Yu, named to MIT @techreview's list of innovators under 35! technologyreview.com/innovator/rose…
Exciting to see this big investment in #AI from TILOS member institution @Yale University! yaledailynews.com/blog/2024/08/2…
ICML "Behind the Scene Chats" with Zico Kolter @zicokolter (co-PC) and Nicholas Carlini from @GoogleDeepMind, hosted by Amin Karbasi @aminkarbasi. Why we should all care about AI safety and security. youtube.com/watch?v=J5bONk…
New video interview with TILOS Foundations team member Yian Ma: "Building (Fast & Reliable) Machine Learning Systems" youtube.com/watch?v=2SUjra… #MachineLearning #BayesianInference #DataScience #UCSD #HDSI #ScalableAlgorithms #TimeSeriesAnalysis #SequentialDecisionMaking
A new partnership between TILOS and @SDSU has been awarded a $2.8 million #NSF #ExpandAI grant for expanding #AI education and research opportunities for students, with a focus on diversity within the AI research community. sdsu.edu/news/2024/07/n…
The latest TILOS Seminar, "What Kinds of Functions do Neural Networks Learn? Theory and Practical Applications", with Robert Nowak of UW Madison is now available online: youtu.be/QiW80uDho4E #NeuralNetworks #DeepLearning #RepresentationLearning #MultiTaskLearning
Prof. David Pan shares his vision for how chip engineers plan to use AI ! Three-part coverage of the Semiconductor Engineering roundtable at DesignCon 2023: (Part 1) semiengineering.com/ai-tool-or-thr… , (Part 2) semiengineering.com/ai-becoming-mo… , (Part 3) semiengineering.com/how-chip-engin…
The MLCAD23 FPGA Macro Placement Contest is now live! github.com/TILOS-AI-Insti… . Kudos to Dr. Ismail Bustany, Mr. Bodhi Pramanik and a great team. $6K in prizes to the top 5 entries - thanks to @OpenROAD_EDA ! #MLCAD23
Here's a prototype of the data-driven robotic art activity we piloted with Morse High School students back in November! Designed by @Robotsaura drive.google.com/file/d/19LvntL…
Thanks to our TILOS undergraduate intern, Alejandro, for designing and leading an activity with Morse High School students about predictive analytics! drive.google.com/file/d/1KVIRdt…
Video of the TILOS Early Career Development in Industry panel is up on our YouTube channel youtube.com/watch?v=yZb5sW… with a great discussion from Ismail Bustany, Anna Goldie, Liangzhen Lai, Vahab Mirrokni and Ruchir Puri. Kudos + thanks to panelists and UT's Keren Zhu and Jiaqi Gu!
Kudos to Mr. Shreyas Thumathy of Canyon Crest Academy in San Diego for launching the Multi-Source Prim-Dijkstra machine learning contest github.com/TILOS-AI-Insti… based on his ISQED-2023 paper and OpenROAD @OpenROAD_EDA P-D code github.com/The-OpenROAD-P… . Over $7000 in prizes!
Thanks to @nvidia researchers Anthony Agnesina and Mark Ren for a great devblog post about AutoDMP developer.nvidia.com/blog/autodmp-o… and for using the benchmarks and evaluation flows in github.com/TILOS-AI-Insti… !
Kudos to Bodhi Pramanik and Zhiang Wang on new best-ever benchmark results for balanced hypergraph min-cut partitioning in the k-way regime – extending their ICCAD-2022 SpecPart work. Follow the leaderboard and open source at github.com/TILOS-AI-Insti… !
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