Samson Zhou (@szhoucs) profile picture

CS Assistant Professor at Texas A&M University. Sublinear algorithms, machine learning, TCS. Typical academic seeking knowledge, purpose, and free food. He/him.

College Station, TX
Joined June 2020
Photo by Samson Zhou (@szhoucs)Photo by Samson Zhou (@szhoucs)Photo by Samson Zhou (@szhoucs)Photo by Samson Zhou (@szhoucs)
I lectured on the "ETH false" (#3SAT in subexponential time) result in my grad complexity class at CMU today. Didn't have time in 80 mins to do the full proof, but I hope I got across the main plan, and some of the basic TCS ingredients going into it. youtu.be/_HlQGMcQWhA
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An internal model at OpenAI has produced a claimed refutation of ETH! Russell Impagliazzo, Mohan Paturi, and I have been asked to help organize an open and independent examination of this claim. 1/4
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We’re releasing a broad range of new mathematical results produced by an internal frontier model. We’ve been consulting with the independent Advisory Group on Mathematics and Artificial Intelligence at the Institute for Advanced Study, and we have drawn on their advice and public recommendations to inform how we release these results. github.com/openai/math
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Suppose you have n integers, and you want to decide whether some three of them sum to zero. It's not hard to solve this problem in O(n^2) time (think how to do it, the dumbest algorithm takes O(n^3) time!) and for a long time it was thought that getting time O(n^{1.999999}) is not possible. This hardness assumption was shown to imply many other interesting hardness results. Not anymore! Claude obtained the O(n^{1.9992}) time algorithm together with a Lean proof, and the algorithm was checked and digested by Josh Alman and Virginia Williams who are leading experts in fine-grained hardness, so my a priori estimate that it's 99.99%-likely to be correct. My mind is just absolutely blown! It's crazy that in such simple to state problems progress is still possible after decades of many smart people thinking hard about them.
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STOC 2027 Call for Papers is out: acm-stoc.org/stoc2027/stoc20… Note quite a lot of changes from previous STOC CfPs.
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Join us at Texas A&M! We are looking for people working in cybersecurity/privacy, database systems, formal methods, health computing, quantum computing, and responsible/human-centered AI. If your research aligns with these areas, please apply! Link: tx.ag/CSCEFacultyApp2026
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Samson Zhou retweeted
All major neural networks, in one chart. v/The Asimov Institute
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The EnCORE Institute Workshop on Adversarial Robust Streaming.
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The EnCORE workshop on Adversarial Robustness is going in full swing.
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Taking a break from the submission season? Swing by the Workshop on Algorithms for Large Data (Online), WALDO 2025 🗓️ April 14—16: waldo-workshop.github.io/202… Registration is free! (but necessary by April 7)
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🎉Congrats to the 126 early-career scientists who have been awarded a Sloan Research Fellowship this year! These exceptional scholars are drawn from 51 institutions across the US and Canada, and represent the next generation of groundbreaking researchers. sloan.org/fellowships/2025-F…
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Postdoc opportunity: if interested in a postdoc related to sketching starting Summer/Fall'25, especially applied to more efficient foundation model architectures (e.g. faster approx attention), please follow the instructions on the left column of theory.cs.berkeley.edu/postd… by Jan 31
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Samson Zhou retweeted
FOCS 2024. Sign up links: Junior-Senior lunch: bit.ly/401vbRj Graduating Bits form: forms.gle/4onsBHSNGnzF5V9t8 Job openings form: forms.gle/kDTJh4wJ16aYKgxZ9 Please RT.
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😆
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Bookmark it.
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Final day of the @TTIC_Connect learning-augmented workshop starts in an hour (10am CDT)... Day 3 livestream link: uchicago.hosted.panopto.com/…
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At the @TTIC_Connect workshop on learning-augmented algorithms where I will talk about clustering algorithms with queries and connections to graph reconstruction - two parallel lines of research that discovered several similar results independently. samsonzhou.github.io/ttic-20…
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