Incredible honor to be recognized with ACM SIGCHI Outstanding Dissertation Award. Deepest thanks to all my collaborators and mentorsโthis wouldnโt have been possible without your support and guidance! โค๏ธ
Posts by Jay Wang
So honored to be named to @Forbes 30 Under 30 in Science this year! Extremely grateful to my mentors, especially @PoloChau, and all my colleagues! โค๏ธ Thank you @jaemariesolyst for breaking the news to me ๐. www.forbes.com/profile/zijie-jay-wang/
Need recommendation letters for your visa, job, or academic pursuits? ๐ฅ๐ฒ๐ฐ๐ฅ๐ฒ๐ฐ makes it easy to find potential letter writers who already know your workโbased on citations of your papers! Save time and boost your chances! Try it now ๐ https://xiaohk.github.io/recrec/ #PhDLife
Want to build on-device RAG applications? Look no further than MeMemo! This new JavaScript library makes it super easy to develop scalable in-browser vector databases and fast vector search. ๐งโ๐ป Try out this RAG Playground powered by MeMemo ๐ https://poloclub.github.io/mememo #SIGIR2024
The Explainable AI session kicks off with "User Characteristics in Explainable AI: The Rabbit Hole of Personalization?" ๐ฐ #CHI2024 This paper is from @robertnimmo_, Marios Constantinides, Ke Zhou, @danielequercia, and @DrSimoneStumpf ๐ https://dl.acm.org/doi/10.1145/3613904.3642352
Come join us for breakfast on Monday!!
#CHI2024 https://x.com/QueerinAI/status/1788770940672741746
Explore the design space of notebook visualization tools with SuperNOVA! Our interactive browser showcases 160+ notebook vis tools surveyed from 8M+ open-source notebooks, highlighting key design implications and trade-offs. ๐ https://poloclub.github.io/supernova/ #CHI2024
Farsight is recognized with a #chi2024 best paper, honorable mention award!!! โค๏ธ
Congrats to the amazing @GoogleAI collaborators @mmadaio, Mike Terry, @lgw_, and @chinmay!!!
Try our tool here โฌ๏ธ
https://pair-code.github.io/farsight/ https://x.com/Jay4w/status/1762157494355263493
How might we promote responsible AI among LLM app developers? Introducing Farsightโin situ widgets that bring responsible AI to early prompt-based AI prototyping. Given a prompt, Farsight highlights relevant AI incidents & potential harms. ๐ https://PAIR-code.github.io/farsight/ #CHI2024
Now you can run open-source LLMs, such as Llama 2 and Phi 2, locally in Wordflow! โจ With these on-device LLMs, you can privately run AI prompts in Wordflow without worrying about sending sensitive data to external AI services like OpenAI! ๐ https://t.co/eciUcDhRLC https://t.co/XNQVtdllH1
Super nice animations and scrollytelling interactions!! So honored that DiffusionDB is featured in this article! ๐ https://x.com/PostOpinions/status/1747730279517528187
#cscw24 #facct24 You can directly use Wordflow to prompt AI models to apply the below guide to your own writing! poloclub.github.io/wordflow https://x.com/snchancellor/status/1744805205391114585
Tired of using chat-based interfaces to polish your #ICML2024, #CSCW2024, and #FAccT2024 papers with LLMs? Try Wordflow, a highly customizable and social AI writing assistant! You can discover and share AI prompts, and run them with various LLM models. ๐https://poloclub.github.io/wordflow/
Happening in 10 minutes!!! Come join us!!! https://x.com/VISxAI/status/1714335987848134869
Join us next Wednesday!! https://x.com/VISxAI/status/1712164895691854221
Want to make sense of large embeddings? WizMap it!๐ WizMap is an interactive visualization tool for exploring embeddings. Seamlessly navigate through millions of points, while gaining valuable insights from multi-resolution summaries!! ๐ Try it now: https://poloclub.github.io/wizmap/
Best paper!! Congrats @QueerinAI!! ๐๐ https://x.com/soldni/status/1668330474396348416
Want to explain transformers directly in web browsers? WebSHAP comes to the rescue! With this JavaScript library, you can explain any machine learning models anywhere! ๐ป๐ฑ๐บ ๐ Check out demos explaining transformers, XGBoost, CNNs at https://poloclub.github.io/webshap/ #TheWebConf2023
ML recourse helps users alter unfavorable ML decisions by changing input variables, but existing techniques assume developers know what variables can be changed. Our #CHI2023 work โจGAM Coachโจ creates a new paradigm that enables users to interactively customize recourse plans!
DiffusionDB is now 7 times larger, with 14 MILLION image-prompt pairs! It also includes more data attributesโsuch as timestamp, creator ID, and image sizeโopening up new exciting research opportunities!! Explore DiffusionDB on @huggingface Datasets now:
https://t.co/X6FWdcQyRs https://t.co/hQ4D3
Want to study prompts? We introduce DiffusionDB, the first large-scale text-to-image prompt dataset, containing 2 million Stable Diffusion generated images and their prompts specified by real users. DiffusionDB is publicly available @huggingface Datasets: https://t.co/X6FWdcQ11U
How to compare thousands of decision trees? TimberTrek comes to help! This interactive tool summarizes 1k+ almost-equally-accurate sparse decision trees and helps you explore, compare, and curate models that meet your needs. Try it now at https://poloclub.github.io/timbertrek #IEEEVIS
๐คฉ ๐คฉ ๐คฉ Wow, it looks so nice!! https://x.com/halden_lin/status/1574454009774997504
Try it now in any web-browser, or directly in your favorite computational notebooks!
Demo ๐: https://t.co/TFOy9VZNXh
Video ๐บ: https://t.co/aT1uDHW0YU
Paper ๐: https://t.co/tZRYS6Dmsv
Code ๐ป: https://t.co/vjwap9lrd9 https://t.co/yyjZIQVgfo
Want to align ML models' behaviors with your knowledge and values? With GAM Changer, you can easily do that! This interactive tool allows you to edit a GAMโs learned weights, monitor the impacts of edits, identify correlated features, and keep track of editing history! #KDD2022
It takes 128B parameters to solve my puzzles! ๐
See the detailed benchmark results here: github.com/google/BIG-bench/tree/57... https://x.com/dmvaldman/status/1534948492581277700
This amazing collaboration really takes a village, and I am so proud to be part of it! Check out the thread and paper to see some super interesting behaviors of large language models! https://x.com/jaschasd/status/1535055886913220608
Tired of scrolling back and forth in your long and messy Jupyter notebooks? StickyLand comes to the rescue! With this Jupyter extension, you can drag-and-drop to create sticky cells, auto-run cells, and even build a full-fledged dashboard to interpret your ML models! #CHI2022
Woohoo! Such a cool collaborative project! Happy to contribute the Emojify transformation! ๐ฅณ๐๐ฅธ https://x.com/LChoshen/status/1468209223427411972
Excited to announce Dodrio, an interactive visualization tool designed to help NLP researchers and practitioners analyze and compare attention weights in transformer-based models with linguistic knowledge! Try Dodrio in your browser: https://poloclub.github.io/dodrio/ #ACL2021NLP #NLProc