Congrats to Prof Baishakhi Ray (Baishakhi Ray) for winning an IEEE TCSE Rising Star Award for innovative and high-quality research on software engineering and artificial intelligence. bit.ly/3iTwKK2 Columbia Engineering

I’m looking for PhD students in AI and Security UMD Department of Computer Science Maryland Cybersecurity Center (MC2) UMD Center for Machine Learning. If you are interested in working with me, - Please apply to University of Maryland cs.umd.edu/grad/catalog due 12/16/2022. - Fill out the form bit.ly/yizhengresearch and send me an email. Thank you!

Happy to share arxiv.org/pdf/2306.03234… received distinguished paper award ISSTA Conference. Yangruibo Robin Ding will present the paper at 1:30pm PDT (Deep-Learning for Software Analysis session) ... if you are around please come and join us.

We are organizing MAPS Workshop this year, co-located with ESEC/FSE 2023 in San Francisco! Consider submitting your exciting work related to machine programming for initial feedbacks! The deadline is Aug. 15.

Missed the ICSE ddl? If your work is about ML+SE/PL, please consider the 7th Symposium on Machine Programming (MAPS) mapsworkshop.github.io MAPS is non-archival this year, so you can still submit it to other venues, e.g., ESEC/FSE'24. And you will get reviews before FSE'24 ddl!

MAPS (mapsworkshop.github.io) deadline is approaching soon. There will be travel support by NSF for the US students who will be attending the conference. Submit your work if you work in AI4Code area. FSE 2025

There are still 5 days to submit to the Annual Symposium on Machine Programming (MAPS). MAPS is fully sponsored by NSF this year with travel support for US-based students. Looking forward to your exciting work! mapsworkshop.github.io

Hi, Everyone, I will be on the academic job market for 2024 Fall, with a research focus on Systems for Deep Learning and GPU-based Parallel and Distributed Programming. Feel free to reach out if your department has open positions. Thanks!

🚨Is your Code LM good enough at understanding the cross-file context when completing the program? Come and challenge it!! We will present a diverse and multilingual benchmark, CrossCodeEval, at NeurIPS Conference 2023! See you in New Orleans!

Retweet appreciated!

Exciting times at #NeurIPS2023 ✨DM me for coffee and chat on ML for code and beyond! Come see our CrossCodeEval poster (#522) on Tuesday from 10:45-12:45. Stop by and say hi!

🚨 #GPT4 doesn't understand the code/specification written by itself!? 🚨 🥳 Check out our #ICLR2024 paper "Beyond Accuracy: Evaluating Self-Consistency of Code Large Language Models with ldentityChain" 🥳#LLM Paper: arxiv.org/abs/2310.14053 Code: github.com/marcusm117/Ide… [1/6]

Introducing SemCoder, a semantic-aware Code LLM excelling in code generation and execution reasoning. Trained with high-quality data and novel way of aligning execution, only 6.7B model is outperforming GPT3.5 and CodeLlama 34B. link: arxiv.org/pdf/2406.01006 #LLMs, #AI4Code

📢 Excited to share our new paper: Challenges and Paths Towards AI for SWE We discuss: 🛠️ 6 sub-tasks needed for SWE 🤖 9 challenges of today's AI in SWE 🔮 9 future directions to address the challenges w/ collaborators from MIT, Berkeley, Cornell, Stanford, and UPenn ⬇️ (1/n)

🚨🚨New tool alert! Building on top of our PatchPilot agent framework, Co-PatcheR further trains 3*14B specialized reasoning models for issue resolving. We propose the concept of collaborative patching, where three small models work together in an agent framework. This idea