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Furong Huang

@furongh.bsky.social

400 followers 220 following 64 posts

Associate professor of @umdcs @umiacs @ml_umd at UMD. Researcher in #AI/#ML, AI #Alignment, #RLHF, #Trustworthy ML, #EthicalAI, AI #Democratization, AI for ALL.

Posts Replies Media

Reposted by Furong Huang

FAR.AI @far.ai · 18/06/2025

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Reposted by Furong Huang

FAR.AI @far.ai · 18/06/2025

You cannot really train all these models to cater to different preferences. Can you have one model that caters to all? @furongh.bsky.social unveils a technique to customize AI models on-the-fly to user goals, reducing the computational cost of tailoring AI systems to individual needs.

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Furong Huang @furongh.bsky.social · 15/12/2024

Come to our #NeurIPS #Competition on Erasing The Invisible Workshop on Stress Testing Image Watermarks today, Dec 15, 1:30-4:30pm PST, West Meeting Room 208. erasinginvisible.github.io/workshop.html

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Furong Huang @furongh.bsky.social · 15/12/2024

Congratulations to Michael-Andrei Panaitescu-Liess, Zora Che, Bang An, Yuancheng Xu, Pankayaraj Pathmanathan, Souradip Chakraborty, Sicheng Zhu, Tom Goldstein for winning the best paper award at the AdvML Frontiers workshop at #NeurIPS2024. Paper: arxiv.org/abs/2407.17417 A short thread 👇

arxiv.org

Can Watermarking Large Language Models Prevent Copyrighted Text Generation and Hide Training Data?

Large Language Models (LLMs) have demonstrated impressive capabilities in generating diverse and contextually rich text. However, concerns regarding copyright infringement arise as LLMs may inadverten...

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Furong Huang @furongh.bsky.social · 14/12/2024

I saw a slide circulating on social media last night while working on a deadline. I didn’t comment immediately because I wanted to understand the full context before speaking. x.com/xwang_lk/sta... 1/n

x.com

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Furong Huang @furongh.bsky.social · 11/12/2024

Thanks for dropping by!

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Furong Huang @furongh.bsky.social · 07/12/2024

🌟 Excited to be in Vancouver for #NeurIPS2024 next week! 🌟 Let’s connect about: - Research 🧠: 🔍 watermarks 🤖 LLM alignment & adversarial robustness 🧩 Multi-agent learning & causality in recommendations 📊 Difficulty profiling for benchmarking LLM performance - PhD openings at UMD 🎓

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Furong Huang @furongh.bsky.social · 01/12/2024

Leo had the most fascinating chat with AI today! He said things I’ve never heard him say before, like: 🌍 “I live on Earth.” 🐙 Asking if the kraken is real. 🚗💨 “Can Sonic run faster than a car?” ☀️🔥 Comparing meteors to the Sun’s heat. 1/3

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Furong Huang @furongh.bsky.social · 27/11/2024

I know there are already plenty of tips out there on how to write an effective rebuttal, but I thought I’d share mine as well. I’m not claiming to be an expert or to have a perfect success rate, but I hope these suggestions might be helpful for anyone who could use them.

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Furong Huang @furongh.bsky.social · 24/11/2024

As I reflect on my journey as a faculty member over the past 7 years, I am overwhelmed with pride and gratitude. What started as a single-student-single-PI lab has blossomed into a vibrant group of almost 20 brilliant PhD students, along with numerous masters and undergraduate students.

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