My student told me that per Yale policy, a PhD student cannot take more than 2 internships during PhD.(catalog.yale.edu/gsas/policies-…) I feel really sorry for them. Restricting their opportunities for learning real engineering expertise in industry is a pity, especially in this AI era.
Finally defended my PhD! Appreciate the guidance of my advisors @YuHuang_yh and @KevinJLeach, as well as my committee members @Kexin_Pei, Prof. Dubey and Prof. Landman @MASI_Lab 🫡
Next I'll continue my work at @SFResearch ☁️ Feel free to grab a coffee if you are also in San Francisco/Palo Alto! ☕
We're excited to invite you to attend DLSP 2025, co-located with IEEE S&P on May 15! dlsp2025.ieee-security.org
Themes:
+ Security & Privacy for ML
+ ML for Security & Privacy
Invited speakers include:
+ David Wagner (UC Berkeley)
+ Yuan Tian (UCLA)
+ Anoop Singhal (NIST)
More amazing potential speakers from Google Deepmind and Anthropics on LLM, GenAI, Security, and Privacy!
#DLSP2025#IEEESP#AISec#MLSecurity#Privacy#LLMSec#GenAISec
📢 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)
Enhancing Code LLM Training with Programmer Attention
Introduces an eye-tracking path augmentation method to expand programmer attention datasets, a pattern abstraction step that refines raw fixations into learnable attention motifs, and a reward-guided strategy for integrating these insights directly. +7.16 in CodeBLEU on the CodeXGlue benchmark for code summarization (java).
Links below
🚀 Day 5 of #OpenSourceWeek: 3FS, Thruster for All DeepSeek Data Access
Fire-Flyer File System (3FS) - a parallel file system that utilizes the full bandwidth of modern SSDs and RDMA networks.
⚡ 6.6 TiB/s aggregate read throughput in a 180-node cluster
⚡ 3.66 TiB/min
This work pushes AI-driven industrial automation forward, bridging LLMs with real-world Cyber-Physical Systems (CPS). 🤖
It highlights how AI enhances scheduling in high-stakes environments like semiconductor fabrication. 🏭✨
Key results in construction scheduling 📊
🔹 More accurate gap filling
🔹 Stronger dependency tracking
🔹 Faster schedule adjustments
These gains show the impact of LLM-driven scheduling in real-world construction. ⚡🏗️
🧵 6/n
🚀 Excited to share my latest research has been accepted to the proceedings of #NAACL2025!
Developed during my GenAI internship at @intel, this work applies LLMs to automate scheduling and reasoning in construction.🏗️🔧
📜 ArXiv: arxiv.org/abs/2502.12066
🧵1/n
Excited to serve as the Web Chair of HumanAISE@FSE'25
Paper Deadline: Feb 25, 2025
Website: humanai4se.github.io
Join us in shaping the future of Human-Centered AI4SE!
We will host the 1st workshop on human-centered AI for SE, colocated with FSE 2025! Please consider participating and discussing on the exciting topics with us! humanai4se.github.io
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134 Followers 868 FollowingI'm a first-year Ph.D. student at Tsinghua University, focusing on building safe and reliable LLMs.
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304 Followers 300 FollowingAssistant Professor at Tsinghua University. BS, BA, and PhD from Peking University. Researcher on Software Engineering and AI.
134 Followers 868 FollowingI'm a first-year Ph.D. student at Tsinghua University, focusing on building safe and reliable LLMs.
My personal website: https://t.co/s5qVMF0PMc
642 Followers 293 FollowingMedical-image Analysis and Statistical Interpretation Lab (Director). Vanderbilt University (Professor). All opinions are my own.
Also: @masi-lab.bsky.social
30K Followers 4K FollowingSlop janitor & post-trainologer at Meta / FAIR. Into codegen, RL, equivariance. Spent time at Qualcomm, Scyfer (acquired), UvA, Deepmind, OpenAI.
304 Followers 300 FollowingAssistant Professor at Tsinghua University. BS, BA, and PhD from Peking University. Researcher on Software Engineering and AI.
256K Followers 178 FollowingCo-founder of Thinking Machines Lab @thinkymachines; Ex-VP, AI Safety & robotics, applied research @OpenAI; Author of Lil'Log
460 Followers 1K FollowingCS PhD @GeorgiaTech | Intern @Meta, @IBMResearch, @intel | Outcomes are what count; don’t let good processes excuse bad results.
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565K Followers 2K FollowingMisinformation is the bread and butter of the “free thinking high IQ” denizens of Reddit. Ephesians 5:11.
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