Chaowei Xiao
@ChaoweiX
Assistant Professor @University of Wisconsin, Madison| Researcher@NVIDIA| Researcher on AI Safety/Security
قد يعجبك
The Autonomous Vehicle (AV) Research Group @NVIDIAAI is looking for talented interns! Dive into cutting-edge work—from reasoning models and generative simulation to AI safety—and help shape the future of AV and embodied AI. Ready to push the limits? Apply now:…
We are looking for interns to work with us on VLA, reasoning model and security related topics. Please apply via the following link
Are you a PhD student excited to build the future of Autonomous Vehicles? The @nvidia Autonomous Vehicles Research Group is now recruiting PhD research interns for 2026!! Apply here: nvidia.wd5.myworkdayjobs.com/en-US/NVIDIAEx…
Are you a PhD student excited to build the future of Autonomous Vehicles? The @nvidia Autonomous Vehicles Research Group is now recruiting PhD research interns for 2026!! Apply here: nvidia.wd5.myworkdayjobs.com/en-US/NVIDIAEx…
Important that @AnthropicAI is considering new attacks specific to the browser, such as "hidden malicious form fields in a webpage’s Document Object Model (DOM) invisible to humans", which is exactly what our earlier work EIA (Environmental Injection Attack) focuses on, led by…
We’ve developed Claude for Chrome, where Claude works directly in your browser and takes actions on your behalf. We’re releasing it at first as a research preview to 1,000 users, so we can gather real-world insights on how it’s used.
Super excited to launch @ProphetArena, a platform for benchmarking AI's forecasting capabilities with a few unique features, such as (1) AI-human collaborations (2) quantification of forecasts' value in real-world investment activities Link: prophetarena.co Joint effort…
🔮 Introducing Prophet Arena — the AI benchmark for general predictive intelligence. That is, can AI truly predict the future by connecting today’s dots? 👉 What makes it special? - It can’t be hacked. Most benchmarks saturate over time, but here models face live, unseen…
I will be at CVPR from 10-12 and introduce our recent work on AI safety/security at Robust Foundation Model workshop cvpr24-advml.github.io. Please feel free to reach out if you are interested in safey/security topic
Access control is a key concept for the computer security domain to ensures only authorized users can access sensitive assets. In our ACL paper, we applied this classic security concept to the large language models domain for safety. #safety #LLM #acl2025
🚨 New paper accepted to #ACL2025! We propose SudoLM, a framework that lets LLMs learn access control over parametric knowledge. Rather than blocking everyone from sensitive knowledge, SudoLM grants access to authorized users only. Paper: arxiv.org/abs/2410.14676… 🧵[1/6]👇
![QinLiu_NLP's tweet image. 🚨 New paper accepted to #ACL2025!
We propose SudoLM, a framework that lets LLMs learn access control over parametric knowledge.
Rather than blocking everyone from sensitive knowledge, SudoLM grants access to authorized users only.
Paper: arxiv.org/abs/2410.14676…
🧵[1/6]👇](https://pbs.twimg.com/media/GtBQvp6bMAAzEQJ.jpg)
🎉 Excited to share that our paper, "MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding", will be presented at #ICLR2025! 📅 Date: April 24 🕒 Time: 3:00 PM 📍 Location: Hall 3 + Hall 2B #11 MuirBench challenges multimodal LLMs with diverse multi-image…
Please see our work in Hall 3 + Hall 2B #602 Friday 10 am. Zhengyue will be there to present our work. autodans.github.io/AutoDAN-Turbo/
autodans.github.io
AutoDAN-Turbo
AutoDAN-Turbo
DreamDrive: Generative 4D Scene Modeling from Street View Images @PointsCoder, @Boyiliee, @iamborisi, @Yuxiao_Chen_, Yan Wang, Yurong You, @ChaoweiX, @danfei_xu, @drmapavone, @yuewang314 tl;dr: video diffusion model+static/dynamic decomposition+GS arxiv.org/abs/2501.00601
Introducing DreamDrive, which combines the complementary strengths of generative AI (video diffusion) and neural reconstruction (Gaussian splatting) to transform any street-view image into a dynamic 4D driving scene! Web: pointscoder.github.io/DreamDrive/ Paper: arxiv.org/abs/2501.00601
🧐 Are LLM agents safe and reliable? 😱 No, and they can be easily manipulated to crash your car, cash out your stocks, or leak your privacy!! 📷Come and check our #NeurIPS2024 poster AgentPoison, 📷 📷Tomorrow Fri 4:30 p.m.~7:30 p.m. PST 📷 at Poster Session East #4106📷📷
We know LLM agents 🤖 are powerful and popular these days, but can they be subverted to act as killer agents 😈 just like in Westworld?😱 Sadly, the answer is YES! 😱😱 🔥🔥 We reveal the vulnerability and potential threats of generic LLM agents in our new work AgentPoison:…
We will have a workshop on Responsibly Building the Next Generation of Multimodal Foundational Models with our amazing keynote and panel speakers @uiuc_aisecure @davidbau @FeiziSoheil @anikembhavi @Qdatalab @jasonbaldridge @furongh @liliyu_lili @lijuanWang
I will give a talk at SFU@NeurIPS. However, I can not attend it in-person this time.
Attending NeurIPS'24? Please mark your calendar for our special event "SFU@NeurIPS 2024" sites.google.com/view/sfu-at-ne… 9 speakers from both academia & industry! Only a 10-min walk from the convention center! Let’s enjoy exciting talks and open discussions!
Attending NeurIPS'24? Please mark your calendar for our special event "SFU@NeurIPS 2024" sites.google.com/view/sfu-at-ne… 9 speakers from both academia & industry! Only a 10-min walk from the convention center! Let’s enjoy exciting talks and open discussions!
🚀 Excited to announce the release of our Agent Safety Resources Repository! 📚🔍 This GitHub repo curates existing papers, benchmarks, and resources to advance research on the safety, trustworthiness, and robustness of autonomous agents driven by LLMs/LMMs. These resources…
A collaboration with @AnimaAnandkumar @ChaoweiX Shengchao Liu, @NVIDIA, @intel and many others at @argonne and @argonne_lcf ! Also grateful for the @Supercomputing 's IEEE/ACM Gordon Bell Finalist nomination!
I will give keynote at CCS-LAMPS Oct 14 on AI security in the era of Foundation Models. Feel free to ping me if you are interested in this topic and want to talk at CCS @acm_ccs #CCS #LargeLanguageModel #security #jailbreak
CCS-LAMPS 2024 is up, showcasing 11 accepted papers and two renowned keynote speakers specializing in AI safety and security. @ravenben @ChaoweiX This is a fantastic opportunity to engage in the field! 👉 Don’t miss out—visit lamps-ccs.com to explore the full program!
🚀 The AI arms race drives bigger models & datasets! Our @eccvconf work exploits hierarchical nature of images to synthesize extremely compact training dataset💡 We achieve 66% CIFAR-10 accuracy with just 1 image/class🤯 Let’s make AI #sustainable and #accessible #ECCV2024
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