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Kai Wang

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@kaiwang_gua

Assistant Professor @ Georgia Tech CSE
Atlanta, GA guaguakai.com Joined October 2017
373 Following 993 Followers 170 Posts

Latest posts 5

Kai Wang Verified account @kaiwang_gua
Very cool work done by @HaichuanWang23 ! Please check it out if you are interested in solving games by diffusion models!
Haichuan Wang @HaichuanWang23 Oct 15
[1/n] Hey, ever wonder how to play a rock-paper-scissors game if the actions change from ✊✋✌️to high-dimensional continuous vectors?
In our new preprint DiffNash: arxiv.org/abs/2610.15932, we integrate diffusion models into equilibrium computation to handle complicated action spaces!
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Kai Wang Verified account @kaiwang_gua
Come talk to us at #ICML2026 and learn about our FFOLayer!

Poster @ Hall A #3807 at 2:30-4:15 PM, Jul 9!
Zihao Zhao @zhaokevin1012 Jul 6
𝐅𝐅𝐎𝐋𝐚𝐲𝐞𝐫 will be presented at #ICML2026 in Seoul (Spotlight 🌟)! Check out the poster if you want differentiable optimization layers with only first-order oracle!

Poster session: Hall A #3807 at 2:30-4:15 PM, Jul 9

📄 arxiv.org/abs/2512.02494
💻 github.com/GT-KOALA/FFOLa…
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Kai Wang Verified account @kaiwang_gua
Check out our new #ICML2026 spotlight paper led by @zhaokevin1012! This is a new solver-agnostic fully first-order differentiable optimization layer to accelerate gradient computation.

GitHub: github.com/GT-KOALA/FFOLa…
Paper: lnkd.in/eYptKJ5m
Try it: pip install ffolayer
github.com GitHub - GT-KOALA/FFOLayer: Fully First-Order Differentiable Optimization Fully First-Order Differentiable Optimization. Contribute to GT-KOALA/FFOLayer development by creating an account on GitHub.
Zihao Zhao @zhaokevin1012 May 13
Excited to share our paper "A Fully First-Order Layer for Differentiable Optimization" was accepted by #ICML2026 with spotlight!

We propose FFOLayer, a differentiable optimization layer that makes the backward pass fully first-order.

Try our code: github.com/GT-KOALA/FFOLa… (1/n)
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Kai Wang Verified account @kaiwang_gua
While preparing for my green card application, I made (vibe coded) a web scraper to fetch citation record and highlight independent citations in pdf. I think this can be very useful for anyone who is also preparing this stupid document and it can save hours of life for you. Please feel free to use it or share it with your friends who are also going through this process :)

Github repo: github.com/guaguakai/Auto…
github.com GitHub - guaguakai/Automated-Independent-Citations Contribute to guaguakai/Automated-Independent-Citations development by creating an account on GitHub.