Frank Shiwei Feng

ML Compiler Engineer @Apple | Ph.D. @PurdueCS

[Xiangzhe Xu @XiangzheX]

🎉Just wrapped three K–12 AI sessions with 17 high schoolers, and I’m still thinking about their energy, struggles, and creativity.

💻Across three sessions, students prompted coding agents to solve 📒Wordle, 🖥️built real features for a small web app, and 🎤used a mini deep-research agent to turn ideas into lightning presentations.

🧐What stayed with me most: even as high schoolers, they understand real pain points in their lives. They are not constrained by “what a computer program can do.” They make wishes, and AI agents bring those dreams a little closer.

I learned a lot from them!

I’ll open source the instruction system and share more details earlier next month. Stay tuned👂.

[Frank Shiwei Feng @ShiweiFeng3]

@xu_dong_sun @siebelschool @eceuoft Big congrats, Prof. Sun!!

[Frank Shiwei Feng @ShiweiFeng3]

Agents that truly understand human intent are key to safe AI deployment.
Our new work stress-tests agents in realistic daily scenarios - a critical step toward trustworthy AI!
Check it out!👇🙌

[Xiangzhe Xu @XiangzheX]

Echoing @AnthropicAI’s vision for safe, trustworthy agents, our new paper (arXiv:2506.07524) tests agent intent-understanding across 80 APIs in 5 domains—revealing where misinterpretations happen and why transparently linking behavior to true user goals is essential.
🔗 Anthropic blog: https://t.co/K0NhyYNenp

[Cognition @cognition]

Project DeepWiki

Up-to-date documentation you can talk to, for every repo in the world.

Think Deep Research for GitHub – powered by Devin.

It’s free for open-source, no sign-up!
Visit deepwiki com or just swap github → deepwiki on any repo URL:

[Anthropic @AnthropicAI]

New Anthropic research: Tracing the thoughts of a large language model.

We built a "microscope" to inspect what happens inside AI models and use it to understand Claude’s (often complex and surprising) internal mechanisms.

[OpenAI @OpenAI]

We're also sharing the system card, detailing how we built deep research, assessed its capabilities and risks, and improved safety. https://t.co/HqPBnzVusI

[Xiangzhe Xu @XiangzheX]

We believe everyone deserves to know what’s running on their devices. Our research uses generative language models to reconstruct symbol names from stripped binaries, democratizing reverse engineering for experts & non-experts alike.

[Nouamane Tazi @Nouamanetazi]

🚀 Excited to release *THE* Ultra-Scale Playbook - a comprehensive guide on training LLMs from 1 to 1000s of GPUs!

[Frank Shiwei Feng @ShiweiFeng3]

@yiwu5cs @ASE_conf Thanks😁

[Frank Shiwei Feng @ShiweiFeng3]

🎉 Excited to announce that our paper "ROCAS: Root Cause Analysis of Autonomous Driving Accidents via Cyber-Physical Co-mutation" has won the Distinguished Paper Award at #ASE2024! I'll present Wed afternoon at @ASE_conf! Hope to see you!

[Frank Shiwei Feng @ShiweiFeng3]

@MingweiZheng2 @ASE_conf !!Thank you☺️

[Frank Shiwei Feng @ShiweiFeng3]

@guangyuNoah @ASE_conf Haha thanks!😎🥃

[Frank Shiwei Feng @ShiweiFeng3]

@danning_x @ASE_conf Thank you!😃

[Frank Shiwei Feng @ShiweiFeng3]

@xu_dong_sun @ASE_conf Thanks!😆

[Frank Shiwei Feng @ShiweiFeng3]

@ASE_conf Paper link: https://t.co/8A3wwL49h4
Many thanks to my coauthors @yapengyyp @QingkaiS Zhiyuan Cheng @XiangzheX @SYCheng3133 @hongjuns and Xiangyu Zhang! @PurdueCS

[Frank Shiwei Feng @ShiweiFeng3]

@MingweiZheng2 @splashcon Big congrats!🎉

[Frank Shiwei Feng @ShiweiFeng3]

Many thanks for the coauthors from @PurdueCS: @Gwinhen @SYCheng3133 @guangyuNoah @XiangzheX Yingqi Liu @KaiyuanZh @MaShiqing and my advisor Xiangyu Zhang!

[Frank Shiwei Feng @ShiweiFeng3]

Enjoy the power of self-supervised learning, yet stay safe from attackers. Check out our #CVPR23 paper, 'Backdoor Detection on Pre-trained Encoders.' Meet us at our poster (Wed-PM-381) in Vancouver🇨🇦 for a deeper dive @CVPR!

arxiv: https://t.co/XnCxIOPqEY

[Frank Shiwei Feng @ShiweiFeng3]

@QingkaiS Thank you, Qingkai! :)

[Frank Shiwei Feng @ShiweiFeng3]

Our team anybodylunch ranked #4 in the 2022 AutoDriving CTF @autodrivingctf at Defcon30, organized by @BaiduXLab and @UCIrvine. Excited that we solved all 24 problems in the last hour! Huge shout out to my amazing teammate @XiangzheX!