Danning Xie | OpenToWork
@danning_xPhD Candidate @PurdueCS | LLM4Code | Software Engineering Researcher | Looking for full-time positions
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🎉 Excited to announce that our paper "ReSym: Harnessing LLMs to Recover Variable and Data Structure Symbols from Stripped Binaries" has won the Distinguished Paper Award at #CCS2024! I'll present tomorrow afternoon in 9-4 session at @acm_ccs Hope to see you! #LLM #LLM4Code
🎉Excited to announce our paper: “ParDiff: Practical Static Differential Analysis of Network Protocol Parsers” won #OOPSLA2024 Distinguished Paper Award! I will present tomorrow morning @splashcon ! Hope to see you in Pasadena! #SoftwareTesting #StaticAnalysis #ProtocolTesting
Introducing Nova, a series of foundation models for binary/assembly code. We have also released fine-tuned models for binary code decompilation. #LLM #LLM4Code #BinaryAnalysis #Security @NanJiang719, Chengxiao Wang, Kevin Liu, @XiangzheX, Xiangyu Zhang, Petr Babkin.
I am actively looking for full-time roles. If you are hiring or know of any opportunities, feel free to DM me or drop me an email. #opentowork
Preprint now available 🙌👉
Introducing ReSym (CCS'24): our binary analysis technique, an LLM+static analysis solution that recovers names, types, and layouts of variables and data structures from binaries tinyurl.com/resym24 @danning_x, @i2huer, @NanJiang719, @XiangzheX XiangyuZhang #LLM4code #CCS #LLM
Great fun at Midwest PL Summit @ Ann Arbor yesterday 🙌 Had two posters together with @NanJiang719 @GuannanWei @YuanYongwei Also thanks to the other collaborators who couldn't make it. Please check out our preprint for the LLM study: arxiv.org/abs/2306.03324 ConSol: comming soon
Wait, did they REALLY go with \mathbb{X} as their logo? They cannot possibly be THAT lazy?
AutoGPT for Product Research
AI agent does research Wow, @chillzaza_ just sent me this. He runs an AI agent that conducts product research and writes a summary on the best headphones This is wild, powered by GPT-4
LLMs just hit a major milestone with the release of the new "Generative agents" paper. By using LLMs, generative agents were able to simulate human-like behavior in an interactive sandbox inspired by The Sims. The agent architecture extends Language Models to store a complete…
Happy to see that variadic generics are coming to Python. An important step towards shape-safe tensor typing! docs.google.com/document/d/1oX…
Instruction-following models are now ubiquitous, but API-only access limits research. Today, we’re releasing info on Alpaca (solely for research use), a small but capable 7B model based on LLaMA that often behaves like OpenAI’s text-davinci-003. Demo: crfm.stanford.edu/alpaca/
The entire prompt of Microsoft Bing Chat?! (Hi, Sydney.)
We are organizing the first #ICLR2023 workshop focusing specifically on Backdoor Attacks and Defenses in Machine Learning (BANDS). The submission deadline is Jan 25, 2023. Please consider submitting your awesome work to our workshop and spread the word! iclr23-bands.github.io
It is just crazy😂 ChatGPT can even advise us how to do research, Lol #ChatGPT
So true loll
I am going to give online talks for our paper titled "DocTer: Documentation-Guided Fuzzing for Testing Deep Learning API Functions" in ISSTA'22 at session 2-2 (Jul. 19) and 1-12 (July 21). Welcome to join! cs.purdue.edu/homes/lintan/p…
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