Jung Yeon Park

@park_jungy

ML research @ProfluentBio, PhD @Northeastern

Bay Area, CA jypark0.github.io Joined June 2020

213 Following 394 Followers 60 Posts

Latest posts 5

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Jung Yeon Park @park_jungy Jun 29

(1/8) Happy to share that our paper LieFlow has been accepted to #ICML2026.

Symmetry is a strong inductive bias in ML, but you have to know the symmetry in advance. Can a model discover it directly from data, for both discrete and continuous groups? 🧵

Jung Yeon Park @park_jungy Jul 8

Come check out symmetry discovery with flow matching today 5pm at Hall A #3010!

Jung Yeon Park @park_jungy Jun 29

(1/8) Happy to share that our paper LieFlow has been accepted to #ICML2026.

Symmetry is a strong inductive bias in ML, but you have to know the symmetry in advance. Can a model discover it directly from data, for both discrete and continuous groups? 🧵

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Jung Yeon Park @park_jungy Jul 2

A couple of us @ProfluentBio will be at ICML in Seoul next week! Reach out to me if you want to talk about protein language models, equivariance, and generative models. Coffee chats and dinner signups in the post below.

Profluent Verified account @ProfluentBio Jul 2

The Profluent team will be at ICML in Seoul next week. Find us to chat, grab a coffee, or join us for dinner!

We’d love to talk shop (protein language models, protein optimization, sequence-first methods vs structure-first). Basically, anything at the intersection of AI and biology.

Want to grab coffee? Let us know here: forms.gle/yWQpAvLiQ1KfM8…

Or want to hang out and chat over dinner? Reserve a spot at our table: luma.com/qpc1mfw9
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Jung Yeon Park @park_jungy Jun 30

Clever use of unitary convolutions to overcome graph oversmoothing, but relax them to tailor to the type of dynamics at hand (e.g. diffusive). Excellent work led by @bermanatorCodes and Luisa Li.

Come see us and the poster at #ICML2026 🇰🇷

Eddie Berman @bermanatorCodes Jun 29

I'll be @icmlconf presenting our work Smoothness Errors in Dynamics Models and How to Avoid Them, with Luisa Li, @park_jungy , and @RobinSFWalters !!

Come see our poster #2200 , july 9th, 2:30 PM – 4:15 PM, hall A.

Links to paper, website, and code in thread!

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Jung Yeon Park @park_jungy Dec 11, 2023

I’m presenting “Modeling Dynamics over Meshes with Gauge Equivariant Nonlinear Message Passing” at #NeurIPS2023 tmr (Tues, Dec 12, Poster session 2). We combine gauge equivariance with message passing to better predict dynamics over meshes, especially in surface PDEs, like this.