Introducing our first #ICRA2025 paper, SELP (Safe Efficient LLM Planner), a method for generating plans for robot agents that adhere to user constraints while optimizing for time-efficient execution. 🔗 Preprint: arxiv.org/pdf/2409.19471#LLMs#Robotics#Agent
All LLMs including GPT-4o achieve < 30% pass@1 on real-world code completion: Check out 🐟REPOCOD, a real-world code generation benchmark:
- Repository-level context
- Whole function generation
- Validation with test cases
- 980 instances from 11 Python projects
#LLM#LLM4Code
Excited to introduce our NeurIPS 2024 paper: Open-source models struggle with self-debugging! We introduce LeDex, an automated pipeline for gathering self-debug data, boosting LLMs' debugging skills through supervised fine-tuning and reinforcement learning. #NeurIPS2024#LLM4Code
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.
My first in-person conference @issta23 @issta_conf ! So exited! Presented my first paper and met with great researchers! UW is such a beautiful place #ISSTA23
We are excited to announce the 4th International Workshop on Automated Program Repair (APR) @ ICSE 2023 #icse23! The submission deadline is at 13 Jan 2023. Visit program-repair.org/workshop-2023/ for more information!
417 Followers 8K FollowingYogini| IT Professional| Believer of doing Good Karmas| धर्मो रक्षति रक्षितः|ॐ नमः पार्वती पतये हर हर महादेव| Meditation & Yoga| Sanatan Dharma is a way of Life
584 Followers 1K FollowingAssistant Professor @EECS_UTK, PhD @CS_UVA. Focused on machine learning, security, and privacy. More at https://t.co/ZTNOPr69cL
219 Followers 554 FollowingPhD candidate in Systems @ UChicago. Working on software reliability & efficiency. Opinions, my own. Retweets are not endorsements.
27 Followers 132 FollowingPhd student in ICT, UCAS, China. Interested in program language, program analysis, and their application to software engineering and security.
1K Followers 298 FollowingCS Ph.D. Candidate at UIUC @IllinoisCS, focusing on scalable foundation models. I’m on the industry job market, seeking full-time research scientist positions!
5K Followers 668 FollowingIncoming Assistant Prof, Toyota Technical Institute at Chicago @TTIC_Connect
Recruiting PhD students (start 2026) 👀
Will irl - TC0 enthusiast
12K Followers 3K FollowingPhD-ing @MIT_CSAIL. Working on scalable and principled algorithms in #LLM and #MLSys. In open-sourcing I trust 🐳. she/her/hers
789 Followers 427 FollowingDirect Doctorate student @ETH_en, with research focus on AI Safety and Alignment. 1st year in my (full) PhD. Formerly at @CHAI_Berkeley.
83K Followers 8K FollowingCompiling in real-time, the race towards AGI.
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584 Followers 1K FollowingAssistant Professor @EECS_UTK, PhD @CS_UVA. Focused on machine learning, security, and privacy. More at https://t.co/ZTNOPr69cL
47K Followers 110 FollowingMy new LM book: https://t.co/YXNQUy7O3t
PhD in AI, author of 📖 The Hundred-Page Language Models Book and 📖 The Hundred-Page Machine Learning Book
219 Followers 554 FollowingPhD candidate in Systems @ UChicago. Working on software reliability & efficiency. Opinions, my own. Retweets are not endorsements.