Chaowei Xiao Profile
Chaowei Xiao

@ChaoweiX

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301

Assistant Professor @University of Wisconsin, Madison| Researcher@NVIDIA| Researcher on AI Safety/Security

Joined October 2020
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@drmapavone
Marco Pavone
2 months
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:
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@ChaoweiX
Chaowei Xiao
2 months
We are looking for interns to work with us on VLA, reasoning model and security related topics. Please apply via the following link
@iamborisi
Boris Ivanovic
2 months
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:
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@iamborisi
Boris Ivanovic
2 months
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:
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@hhsun1
Huan Sun
3 months
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
@AnthropicAI
Anthropic
3 months
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.
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@haifengxu0
Haifeng Xu
3 months
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: https://t.co/KUfqND1ZMx Joint effort
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prophetarena.co
A Live Benchmark for Predictive Intelligence
@ProphetArena
Prophet Arena
3 months
🔮 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
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@ChaoweiX
Chaowei Xiao
5 months
I will be at CVPR from 10-12 and introduce our recent work on AI safety/security at Robust Foundation Model workshop https://t.co/KD4D7yrPvy. Please feel free to reach out if you are interested in safey/security topic
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@ChaoweiX
Chaowei Xiao
5 months
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
@QinLiu_NLP
Qin Liu
5 months
🚨 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: https://t.co/gzzs9L6S1z 🧵[1/6]👇
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@fwang_nlp
Fei Wang
7 months
🎉 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
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@ChaoweiX
Chaowei Xiao
7 months
I can not be at #ICLR this year. But please check out our work on #AISafety at #ICLR2025
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@ChaoweiX
Chaowei Xiao
7 months
Please see our work in Hall 3 + Hall 2B #602 Friday 10 am. Zhengyue will be there to present our work. https://t.co/Oos3w6I4QX
autodans.github.io
AutoDAN-Turbo
@XiaogengLiu
Xiaogeng Liu
7 months
Thrilled to be featured in the #ICLR2025 Spotlight! 🎉 Come see our poster in Hall 3 + Hall 2B #602, April 25, 10:00–12:30 PM SGT
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@zhenjun_zhao
Zhenjun Zhao
10 months
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 https://t.co/86HcWaHNQ6
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@drmapavone
Marco Pavone
10 months
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: https://t.co/Sk2nlAlu7G Paper: https://t.co/yvgSOXcE6d
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@ZRChen_AISafety
Zhaorun Chen
11 months
🧐 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📷📷
@ZRChen_AISafety
Zhaorun Chen
1 year
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:
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@ChaoweiX
Chaowei Xiao
11 months
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
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@ChaoweiX
Chaowei Xiao
11 months
I will give a talk at SFU@NeurIPS. However, I can not attend it in-person this time.
@WuyangC
Wuyang Chen
1 year
Attending NeurIPS'24? Please mark your calendar for our special event "SFU@NeurIPS 2024" https://t.co/cb7s4mkmSA 9 speakers from both academia & industry! Only a 10-min walk from the convention center! Let’s enjoy exciting talks and open discussions!
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@WuyangC
Wuyang Chen
1 year
Attending NeurIPS'24? Please mark your calendar for our special event "SFU@NeurIPS 2024" https://t.co/cb7s4mkmSA 9 speakers from both academia & industry! Only a 10-min walk from the convention center! Let’s enjoy exciting talks and open discussions!
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@LingboMo
Lingbo Mo
11 months
🚀 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
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@arvindr_
Arvind Ramanathan (he/him)
1 year
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!
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@ChaoweiX
Chaowei Xiao
1 year
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
@jasonmhxue
Jason Xue
1 year
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 https://t.co/SOQ4eqzhT0 to explore the full program!
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@bkailkhu
Bhavya Kailkhura
1 year
🚀 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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