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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta content="width=device-width, initial-scale=1.0" name="viewport" />
<!-- <title>Cornell University Artificial Intelligence</title> -->
<title>Artificial Intelligence Undergraduate Club at Cornell University</title>
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<!-- Template Main CSS File -->
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<!-- =======================================================
* Template Name: MyResume
* Updated: Jul 27 2023 with Bootstrap v5.3.1
* Template URL: https://bootstrapmade.com/free-html-bootstrap-template-my-resume/
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</head>
<body>
<!-- ======= Mobile nav toggle button ======= -->
<!-- <button type="button" class="mobile-nav-toggle d-xl-none"><i class="bi bi-list mobile-nav-toggle"></i></button> -->
<i class="bi bi-list mobile-nav-toggle d-lg-none"></i>
<!-- ======= Header ======= -->
<header id="header" class="d-flex flex-column justify-content-center">
<nav id="navbar" class="navbar nav-menu">
<ul>
<li>
<a href="#hero" class="nav-link scrollto active"><i class="bx bx-home"></i> <span>Home</span></a>
</li>
<li>
<a href="#overview" class="nav-link scrollto"><i class="bx bx-brain"></i> <span>Overview</span></a>
</li>
<li>
<a href="#apply" class="nav-link scrollto"><i class="bx bx-pencil"></i> <span>Apply</span></a>
</li>
<li>
<a href="#publications" class="nav-link scrollto"><i class="bx bx-file-blank"></i>
<span>Publications</span></a>
</li>
<li>
<a href="#people" class="nav-link scrollto"><i class="bx bx-user"></i> <span>People</span></a>
</li>
<li>
<a href="#sponsors" class="nav-link scrollto"><i class="bx bx-server"></i> <span>Sponsors</span></a>
</li>
</ul>
</nav>
<!-- .nav-menu -->
</header>
<!-- End Header -->
<!-- ======= Hero Section ======= -->
<section id="hero" class="d-flex flex-column justify-content-center">
<div class="container" data-aos="zoom-in" data-aos-delay="100">
<h1>Artificial Intelligence Undergraduate Club at Cornell University</h1>
<p>
publishing research in
<span class="typed"
data-typed-items="graphics, reinforcement learning, differential geometry, computer vision, natural language processing"></span>
</p>
<div class="social-links">
<a href="https://github.com/CUAI" class="github" target="_blank" rel="noopener noreferrer"><i
class="bx bxl-github"></i></a>
<!-- <a href="https://www.facebook.com/cuaicornell" class="facebook" target="_blank" rel="noopener noreferrer"><i
class="bx bxl-facebook"></i></a> -->
<a href="https://twitter.com/cuai_cornell" class="twitter" target="_blank" rel="noopener noreferrer"><i
class="bx bxl-twitter"></i></a>
<a href="mailto:jlr429@cornell.edu" class="mail" target="_blank" rel="noopener noreferrer"><i
class="bx bxl-gmail"></i></a>
</div>
</div>
</section>
<!-- End Hero -->
<main id="main">
<!-- ======= About Section ======= -->
<section id="overview" class="about">
<div class="container max-w-screen-lg" data-aos="fade-up">
<div class="section-title">
<h2>Overview</h2>
<p>
Artificial Intelligence Undergraduate Club at Cornell University (CUAI) is an
undergraduate student organization that focuses on machine
learning research and publication. Each year, club members work
closely with club officers to aim to publish research papers at
top ML conferences like NeurIPS, ICML, etc. We welcome students
from all backgrounds and experience levels who are passionate
about AI/ML. The club meets weekly to discuss recent ML papers and
advance our own research projects. Our goal is to foster an
inclusive, collaborative environment where students can gain
hands-on research experience and connect with others with similar
interests.
</p>
</div>
</div>
</section>
<!-- End About Section -->
<!-- ======= Applications Section ======= -->
<section id="apply" class="">
<div class="container max-w-screen-lg" data-aos="fade-up">
<div class="section-title">
<h2>Recruitment</h2>
<p>
We are no longer accepting applications for AY26/27. Please check again next fall!
</p>
</div>
</div>
</section>
<!-- End Applications Section -->
<!-- ======= Publications Section ======= -->
<section id="publications" class="publications">
<div class="container max-w-screen-lg m-auto" data-aos="fade-up">
<div class="section-title">
<h2>Recent Publications</h2>
</div>
<div class="grid row-auto gap-2 flex mt-8 place-content-start sm:grid-col-2">
<img src="assets/img/projects/clip_dn.jpg" class="w-48 h-auto place-self-center sm:col-start-1 sm: w-60"
loading="lazy" />
<div class="text-base self-center sm:col-start-2 sm:pl-8">
<p class="font-bold text-lg">
Test-Time Distribution Normalization for Contrastively Learned
Visual-language Models
</p>
<p>
NeurIPS 2023.
</p>
<p>
Yifei Zhou*, Juntao Ren*, Fengyu Li*, Ramin Zabih, Ser-Nam Lim
</p>
<div class="grid grid-cols-2 gap-3 max-w-sm">
<a class="text-sm" href="https://doi.org/10.48550/arXiv.2302.11084" target="_blank"
rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
PDF
</div>
</a>
<a class="text-sm" href="https://github.com/fengyuli-dev/distribution-normalization" target="_blank"
rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
CODE
</div>
</a>
</div>
</div>
</div>
<div class="grid row-auto gap-2 flex mt-8 place-content-start sm:grid-col-2">
<img src="assets/img/projects/rrnet.png" class="w-48 h-auto place-self-center sm:col-start-1 sm: w-60"
loading="lazy" />
<div class="text-base self-center sm:col-start-2 sm:pl-8">
<p class="font-bold text-lg">
Riemannian Residual Neural Networks
</p>
<p>
<!-- Under Review. Abridged in ICML 2022 Topology, Algebra, Geometry
in Machine Learning Workshop. -->
NeurIPS 2023.
</p>
<p>
Isay Katsman*, Eric Chen*, Sidhanth Holalkere*, Anna Asch*,
Aaron Lou, Ser-Nam Lim, Christopher De Sa
</p>
<div class="grid grid-cols-2 gap-3 max-w-sm">
<a class="text-sm" href="https://drive.google.com/file/d/1yZ_uDbXNn4OfINR8LSe1WA0o5-ae4jq4/view"
target="_blank" rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
PDF
</div>
</a>
<a class="text-sm" href="https://drive.google.com/file/d/1uWpzZ2SemGpIAClOSaVVQI-L4PZZ0xnU/view"
target="_blank" rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
POSTER
</div>
</a>
</div>
</div>
</div>
<div class="grid row-auto gap-2 flex mt-8 place-content-start sm:grid-col-2">
<img src="assets/img/projects/bt2.png" class="w-48 h-auto place-self-center sm:col-start-1 sm: w-60"
loading="lazy" />
<div class="text-base self-center sm:col-start-2 sm:pl-8">
<p class="font-bold text-lg">
\(BT^2\): Backward-compatible Training with Basis Transformation
</p>
<p>
ICCV 2023.
</p>
<p>
Yifei Zhou*, Zilu Li*, Abhinav Shrivastava, Hengshuang Zhao,
Antonio Torralba, Taipeng Tian, Ser-Nam Lim
</p>
<div class="grid grid-cols-2 gap-3 max-w-sm">
<a class="text-sm" href="https://arxiv.org/abs/2211.03989" target="_blank" rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
PDF
</div>
</a>
</div>
</div>
</div>
<div class="grid row-auto gap-2 flex mt-8 place-content-start sm:grid-col-2">
<img src="assets/img/projects/raycond.png" class="w-48 h-auto place-self-center sm:col-start-1 sm: w-60"
loading="lazy" />
<div class="text-base self-center sm:col-start-2 sm:pl-8">
<p class="font-bold text-lg">
Ray Conditioning: Trading Photo-consistency for Photo-realism in
Multi-view Image Generation
</p>
<p>
ICCV 2023.
</p>
<p>
Eric Chen, Sidhanth Holalkere, Ruyu Yan, Kai Zhang, Abe Davis
</p>
<div class="grid grid-cols-2 gap-3 max-w-sm">
<a class="text-sm" href="https://arxiv.org/abs/2304.13681" target="_blank" rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
PDF
</div>
</a>
<a class="text-sm" href="https://ray-cond.github.io/" target="_blank" rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
WEBSITE
</div>
</a>
</div>
</div>
</div>
<div class="grid row-auto gap-2 flex mt-8 place-content-start sm:grid-col-2">
<img src="assets/img/projects/gapx.png" class="w-48 h-auto place-self-center sm:col-start-1 sm: w-60"
loading="lazy" />
<div class="text-base self-center sm:col-start-2 sm:pl-8">
<p class="font-bold text-lg">
GAPX: Generalized Autoregressive Paraphrase-identification X
</p>
<p>
NeurIPS 2022.
</p>
<p>
Yifei Zhou, Renyu Li, Hayden Housen, Ser-Nam Lim
</p>
<div class="grid grid-cols-2 gap-3 max-w-sm">
<a class="text-sm" href="https://arxiv.org/abs/2210.01979" target="_blank" rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
PDF
</div>
</a>
<a class="text-sm" href="https://github.com/YifeiZhou02/generalized_paraphrase_identification"
target="_blank" rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
CODE
</div>
</a>
</div>
</div>
</div>
<div class="grid row-auto gap-2 flex mt-8 place-content-start sm:grid-col-2">
<img src="assets/img/projects/neqmode.png" class="w-48 place-self-center sm:col-start-1 sm: w-60"
loading="lazy" />
<div class="text-base self-center sm:col-start-2 sm:pl-8">
<p class="font-bold text-lg">
Equivariant Manifold Flows
</p>
<p>
NeurIPS 2021.
</p>
<p>
Isay Katsman*, Aaron Lou*, Derek Lim*, Qingxuan Jiang*, Ser-Nam
Lim, Christopher De Sa
</p>
<div class="grid grid-cols-2 gap-3 max-w-sm">
<a class="text-sm" href="https://arxiv.org/abs/2107.08596" target="_blank" rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
PDF
</div>
</a>
</div>
</div>
</div>
<div class="grid row-auto gap-2 flex mt-8 place-content-start sm:grid-col-2">
<img src="assets/img/projects/row_graphs.png" class="w-48 place-self-center sm:col-start-1 sm: w-60"
loading="lazy" />
<div class="text-base self-center sm:col-start-2 sm:pl-8">
<p class="font-bold text-lg">
Large Scale Learning on Non-Homophilous Graphs: New Benchmarks
and Strong Simple Methods
</p>
<p>
NeurIPS 2021.
</p>
<p>
Derek Lim*, Felix Hohne*, Xiuyu Li*, Sijia Linda Huang,
Vaishnavi Gupta, Omkar Bhalerao, Ser-Nam Lim
</p>
<div class="grid grid-cols-2 gap-3 max-w-sm">
<a class="text-sm" href="https://arxiv.org/abs/2110.14446" target="_blank" rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
PDF
</div>
</a>
<a class="text-sm" href="https://github.com/CUAI/Non-Homophily-Large-Scale" target="_blank"
rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
CODE
</div>
</a>
</div>
</div>
</div>
<div class="grid row-auto gap-2 flex mt-8 place-content-start sm:grid-col-2">
<img src="assets/img/projects/correct_and_smooth.png" class="w-48 place-self-center sm:col-start-1 sm: w-60"
loading="lazy" />
<div class="text-base self-center sm:col-start-2 sm:pl-8">
<p class="font-bold text-lg">
Combining Label Propagation and Simple Models Out-performs Graph
Neural Networks
</p>
<p>
ICLR 2021.
</p>
<p>
Qian Huang*, Horace He*, Abhay Singh, Ser-Nam Lim, Austin Benson
</p>
<div class="grid grid-cols-2 gap-3 max-w-sm">
<a class="text-sm" href="https://openreview.net/forum?id=8E1-f3VhX1o" target="_blank"
rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
PDF
</div>
</a>
<a class="text-sm" href="https://github.com/CUAI/CorrectAndSmooth" target="_blank"
rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
CODE
</div>
</a>
</div>
</div>
</div>
<div class="grid row-auto gap-2 flex mt-8 place-content-start sm:grid-col-2">
<img src="assets/img/projects/nmode.png" class="w-48 place-self-center sm:col-start-1 sm: w-60"
loading="lazy" />
<div class="text-base self-center sm:col-start-2 sm:pl-8">
<p class="font-bold text-lg">
Neural Manifold Ordinary Differential Equations
</p>
<p>
NeurIPS 2020.
</p>
<p>
Aaron Lou*, Derek Lim*, Isay Katsman*, Leo Huang*, Qingxuan
Jiang, Ser-Nam Lim, Christopher De Sa
</p>
<div class="grid grid-cols-2 gap-3 max-w-sm">
<a class="text-sm" href="https://arxiv.org/abs/2006.10254" target="_blank" rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
PDF
</div>
</a>
<a class="text-sm" href="https://github.com/CUAI/Neural-Manifold-Ordinary-Differential-Equations"
target="_blank" rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
CODE
</div>
</a>
</div>
</div>
</div>
<div class="grid row-auto gap-2 flex mt-8 place-content-start sm:grid-col-2">
<img src="assets/img/projects/bsr.png" class="w-48 place-self-center sm:col-start-1 sm: w-60"
loading="lazy" />
<div class="text-base self-center sm:col-start-2 sm:pl-8">
<p class="font-bold text-lg">
Better Set Representations For Relational Reasoning
</p>
<p>
NeurIPS 2020.
</p>
<p>
Qian Huang*, Horace He*, Abhay Singh, Yan Zhang, Ser-Nam Lim,
Austin Benson
</p>
<div class="grid grid-cols-3 gap-3">
<a class="text-sm" href="https://arxiv.org/abs/2003.04448" target="_blank" rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
PDF
</div>
</a>
<a class="text-sm" href="https://github.com/CUAI/BetterSetRepresentations" target="_blank"
rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
CODE
</div>
</a>
<a class="text-sm" href="https://www.youtube.com/watch?v=Yhe5mZ-i6-Y&ab_channel=ObjectOriented"
target="_blank" rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
TALK
</div>
</a>
</div>
</div>
</div>
<div class="grid row-auto gap-2 flex mt-8 place-content-start sm:grid-col-2">
<img src="assets/img/projects/frechet.png" class="w-48 place-self-center sm:col-start-1 sm: w-60"
loading="lazy" />
<div class="text-base self-center sm:col-start-2 sm:pl-8">
<p class="font-bold text-lg">
Differentiating through the Fréchet Mean
</p>
<p>
ICML 2020.
</p>
<p>
Aaron Lou*, Isay Katsman*, Qingxuan Jiang*, Serge Belongie,
Ser-Nam Lim, Christopher De Sa
</p>
<div class="grid grid-cols-3 gap-3">
<a class="text-sm" href="https://arxiv.org/abs/2003.04448" target="_blank" rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
PDF
</div>
</a>
<a class="text-sm" href="https://github.com/CUAI/BetterSetRepresentations" target="_blank"
rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
CODE
</div>
</a>
<a class="text-sm" href="https://www.youtube.com/watch?v=Yhe5mZ-i6-Y&ab_channel=ObjectOriented"
target="_blank" rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
TALK
</div>
</a>
</div>
</div>
</div>
<div class="grid row-auto gap-2 flex mt-8 place-content-start sm:grid-col-2">
<img src="assets/img/projects/enhancing.png" class="w-48 place-self-center sm:col-start-1 sm: w-60"
loading="lazy" />
<div class="text-base self-center sm:col-start-2 sm:pl-8">
<p class="font-bold text-lg">
Enhancing Adversarial Example Transferability with an
Intermediate Level Attack
</p>
<p>
ICCV 2019.
</p>
<p>
Qian Huang*, Isay Katsman*, Horace He*, Zeqi Gu*, Serge
Belongie, Ser-Nam Lim
</p>
<div class="grid grid-cols-4 gap-2">
<a class="text-sm" href="https://arxiv.org/abs/1907.10823" target="_blank" rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
PDF
</div>
</a>
<a class="text-sm" href="https://github.com/CUAI/Intermediate-Level-Attack" target="_blank"
rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
CODE
</div>
</a>
<a class="text-sm"
href="https://slideslive.com/38922555/contributed-talk-5-enhancing-adversarial-example-transferability-with-an-intermediate-level-attack"
target="_blank" rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
TALK
</div>
</a>
<a class="text-sm"
href="https://news.cornell.edu/stories/2019/11/cs-undergrads-research-sets-sights-image-hackers"
target="_blank" rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
CORNELL CHRONICLE
</div>
</a>
</div>
</div>
</div>
<div class="grid row-auto gap-2 flex mt-8 place-content-start sm:grid-col-2">
<img src="assets/img/projects/decomp.png" class="w-48 place-self-center sm:col-start-1 sm: w-60"
loading="lazy" />
<div class="text-base self-center sm:col-start-2 sm:pl-8">
<p class="font-bold text-lg">
Adversarial Example Decomposition
</p>
<p>
ICML 2019 Workshop, Security and Privacy of Machine Learning.
</p>
<p>
Horace He, Aaron Lou*, Qingxuan Jiang*, Isay Katsman*, Serge
Belongie, Ser-Nam Lim
</p>
<div class="grid grid-cols-2 gap-2 max-w-sm">
<a class="text-sm" href="https://arxiv.org/abs/1812.01198" target="_blank" rel="noopener noreferrer">
<div class="bg-white p-1 rounded-md border-2 text-center">
PDF
</div>
</a>
</div>
</div>
</div>
<div class="text-right">
<p>* indicates equal contribution</p>
</div>
</div>
</section>
<!-- End Facts Section -->
<!-- ======= Portfolio Section ======= -->
<section id="people" class="portfolio section-bg">
<div class="container max-w-screen-lg" data-aos="fade-up">
<div class="section-title">
<h2>People</h2>
<p>
Each year, a tight-knit group of undergraduate students get
together to push out innovative machine learning research,
spanning multiple disciplines. We maintain a close relation with
graduate and faculty advisors who oversee our work. Many of our
alumni go on to accomplish great things across many disciplines
upon graduating.
</p>
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Current Members
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Research Advisors
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