Hyeon Jeon Profile
Hyeon Jeon

@jeonhyeon11

Followers
469
Following
350
Media
16
Statuses
98

Ph.D Student @SeoulNatlUni hcil | Studying data visualization & machine learning | Previously @postech2020

Joined January 2022
Don't wanna be here? Send us removal request.
@jeonhyeon11
Hyeon Jeon
7 days
Three years after presenting it as a short paper at @ieeevis 2022, UMATO is now introduced in @ieee_tvcg! Huge thanks to the collaborators and also contributors who helped in making UMATO a stable open source!! Preprint: https://t.co/ocLrExVoe8 Repo:
Tweet card summary image
github.com
Uniform Manifold Approximation with Two-phase Optimization (IEEE VIS 2022 short) - hyungkwonko/umato
@BCKwon
Bum Chul Kwon | κΆŒλ²”μ²  | @[email protected]
3 years
UMATO is a dimensionality reduction method that improves UMAP to preserve global and local structures well. #ieeevis
0
0
2
@jeonhyeon11
Hyeon Jeon
5 months
Stop Misusing t-SNE and UMAP! (1) "Verifies" common misuse of t-SNE and UMAP, (2) reveals the causes behind, and (3) guides how to use them properly @ieeevis review said "I do not agree" πŸ₯² Still, we will keep our effort to disseminate this message 🀣 https://t.co/t7p0mRWXx3
4
86
431
@jeonhyeon11
Hyeon Jeon
5 months
The 3rd Korea visualization (K-VIS 2025) workshop will be held at @postech2020 on 11th July (Fri)!! We welcome all those interested in data visualization research (from not only Korea but also other countries) to attend. Visit https://t.co/4QkQlpTJWy to register!
0
2
13
@jeonhyeon11
Hyeon Jeon
6 months
Now is a new application period, during which I received several requests to share my application materials for the Google Ph.D. fellowship. As I benefited from publicly shared resources for my application, I am also making my materials available. https://t.co/83qlqzvOIR
@jeonhyeon11
Hyeon Jeon
1 year
Thrilled to receive the Google PhD Fellowship in Human-Computer Interaction and Visualization!! Special thanks to my advisor, Jinwook, wonderful collaborators, @SeoulNatlUni, and @ieeevis community for providing me unlimited support!! Also appreciate @GoogleAI for the honor!!
1
16
132
@seokhyeon_park
Seokhyeon Park
7 months
(1/3) πŸš€ Excited to present our work at #CHI2025! Leveraging Multimodal LLM for Inspirational UI Search Session πŸ“ Innovations in Interaction Design πŸ—“οΈ Tue, Apr 29 | 11:10 AM – 12:40 PM | Annex Hall F206
1
1
7
@jeonhyeon11
Hyeon Jeon
7 months
Hope every "student" has successfully submitted their papers to @ieeevis #vis2025!! Now it's time to apply for a student volunteer (SV)! (~Aug 16th) Being an SV helps you connect with fellow students and seniors; it also provides financial support!! https://t.co/4bUQvKZ8rN
0
3
8
@jeonhyeon11
Hyeon Jeon
8 months
Huge thanks to the team --- @MichaelAupetit, Aeri, DongHwa, @seokhyeon_park, and my advisor, Jinwook!
2
0
2
@jeonhyeon11
Hyeon Jeon
8 months
Actually, this research is a "prequel" of our previous @ieeevis paper "Classes are not clusters", which we resolved the same form of using class labels for evaluating dimensionality reduction projections!! https://t.co/feUpblQJsd
Tweet card summary image
arxiv.org
A common way to evaluate the reliability of dimensionality reduction (DR) embeddings is to quantify how well labeled classes form compact, mutually separated clusters in the embeddings. This...
1
1
1
@jeonhyeon11
Hyeon Jeon
8 months
We quantify the degree to which class labels match with intrinsic clusters, which we denote as cluster-label matching! By doing so, we "inspect" whether class labels, which are often used as ground truth clusters for evaluating clustering metrics, truly form clusters or not
1
1
1
@jeonhyeon11
Hyeon Jeon
8 months
Excited to share that our latest paper on reliable clustering validation has been accepted to IEEE #TPAMI !! It took over three years to publish this paper....but the team finally made it available to share with the world!! Link: https://t.co/688jB92uiW (1/n)
1
1
11
@jeonhyeon11
Hyeon Jeon
1 year
Thrilled to receive the Google PhD Fellowship in Human-Computer Interaction and Visualization!! Special thanks to my advisor, Jinwook, wonderful collaborators, @SeoulNatlUni, and @ieeevis community for providing me unlimited support!! Also appreciate @GoogleAI for the honor!!
13
3
141
@jeonhyeon11
Hyeon Jeon
1 year
Please join our @ieeevis panel "(Yet Another) Evaluation Needed?" via Zoom!! 10:15 AM EDT!! We will discuss how many evaluations are necessary to validate research contributions effectively in the visualization field!! https://t.co/QRAHeBYF9T
@jiquad
Ghulam Jilani Quadri
1 year
Ever wonder if you need '(Yet Another) Evaluation?' in your viz projects? Join our panel #ieeevis'24 to discuss with experts! πŸ–₯️✨ Thursday, Oct 17, 10:15-11:30 AM CST, organized by @jiquad @dalbersszafir, Arran, @jeonhyeon11. Don't miss it! https://t.co/Bcvcqs3Glh
0
2
8
@SeongminLeee
Seongmin Lee
1 year
πŸš€Excited to present Diffusion Explainer at the @ieeevis tomorrow at 1:45pm EST in the AI & LLM session! Try it now: https://t.co/VlEEhKbmbx #StableDiffusion #GenerativeAI #AI #Visualization #IEEEVIS2024
1
7
30
@ieeevis
IEEE VIS
1 year
This evening, members of the core committee, VEC, and IEEE met with the TradeWinds Island Grand Hotel manager for an update on the status of the damages. Unfortunately, the damages are significant enough that we will be unable to hold IEEE VIS 2024 on their property.
2
8
5
@AlexKale17
Alex Kale
1 year
I think this take is pretty spot on. The HCI community has spent so much energy on flag-planting papers and low-hanging fruit with LLMs. This trend has taken resources and attention away from deeper, more rigorous, and more impactful work. We’re following ML’s race to the bottom.
@ishtiaqueSIA
Ishtiaque Ahmed
1 year
Thanks, ⁦@IanArawjo⁩ for this important and timely article. I am also fed up with seeing so many studies that are LLM-wrappers. LLM Wrapper Papers are Hurting HCI Research
3
10
59
@jeonhyeon11
Hyeon Jeon
1 year
Today, @donghoon_io gave a talk entitled "Leveraging Generative AI to Assist Designers in Performing Evidence-based Design Activities" at @SeoulNatlUni !! Thanks Donghoon for an insightful and interesting talk πŸ™ƒπŸ™ƒπŸ™ƒ
0
1
10
@jeonhyeon11
Hyeon Jeon
1 year
Apply to be a student volunteer (SV) in @ieeevis 2024!! Please refer to https://t.co/R4msRDZjxY for more details --- see you in Florida!! Form:
Tweet card summary image
docs.google.com
This form closes on August 16, 2024.
0
6
19
@jeonhyeon11
Hyeon Jeon
1 year
Thank you for the invite --- was an exciting and interesting experience to share my research with undergraduates πŸ˜ƒ
@genialee
Jaeyeon Lee
1 year
Invited Talks are the students' favorite part of CSE333 Intro to HCI every year. This year we were lucky to have @hcibabyuran, @jeonhyeon11, and @taejunkim_13! Thanks for sharing your exciting HCI research in different time zones and traveling with a suitcase for in-person demo!
0
0
5
@genialee
Jaeyeon Lee
1 year
Invited Talks are the students' favorite part of CSE333 Intro to HCI every year. This year we were lucky to have @hcibabyuran, @jeonhyeon11, and @taejunkim_13! Thanks for sharing your exciting HCI research in different time zones and traveling with a suitcase for in-person demo!
@taejunkim_13
Taejun Kim
1 year
Invited talk at UNIST, hosted by @genialee πŸ˜ƒ Such a beautiful nature surrounding the campus. Also enthusiastic undergraduate students throwing sharp questions! What a nice day. Now I’m ready to grind myself for the CHI submission πŸ˜…
0
1
14
@Naimul_H0que
Naimul Hoque
1 year
HCI researcher's paradox: step 1: Realize that we shouldn't just use LLMs to solve any problem. Step 2: Go ahead and apply LLMs to some random problem anyway and write a CHI paper about it. P.S. I might be a victim of this paradox too :-)
2
1
31