Lin Tan

Professor @PurdueCS, Amazon Scholar @awscloud | Ex @Meta @UWaterloo @IllinoisCS @MSFTResearch @IBMResearch | #SE #LLM4Code #AI #Security

[Lin Tan @Lin0Tan]

Our SELP paper is an #ICRA25 Best Paper Award Finalist, among a selected few from 4,153 submissions! 🏆 Proud of my PhD student @yiwu5cs & the team! https://t.co/FcRfWmY4GD
#robotics #LLM #ConstrainedDecoding #Agent #LLMPlanner @PurdueCS @anikbera @ieee_ras_icra

[Lin Tan @Lin0Tan]

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: https://t.co/K1a1hzQJHy
#LLMs #Robotics #Agent

[Lin Tan @Lin0Tan]

A fantastic welcome reception and first day at the ACM #AI leadership summit! https://t.co/2kTv4Q8b6k

[Lin Tan @Lin0Tan]

🎤 Excited to speak at ACM #AISUMMIT 2026, featuring Turing Award laureates Yann LeCun & Andrew Barto.

Join us Aug 30–Sep 2 in Atlanta. I’ll be on the Sept 2 panel: “Can We #Trust Software Written by AI?”

Register at https://t.co/XSjvh292Xn

#AI #AgenticAI #SoftwareEngineering

[Tianyin Xu @tianyin_xu]

Great opportunity for folks who are entering the academic job market!

[Lin Tan @Lin0Tan]

Topics include some of the most important questions shaping the future of AI, such as frontier models and technologies, agentic AI, AI governance, scientific discovery, AI and creative arts, and AI and software.

[Lin Tan @Lin0Tan]

🎤 Excited to speak at ACM #AISUMMIT 2026, featuring Turing Award laureates Yann LeCun & Andrew Barto.

Join us Aug 30–Sep 2 in Atlanta. I’ll be on the Sept 2 panel: “Can We #Trust Software Written by AI?”

Register at https://t.co/XSjvh292Xn

#AI #AgenticAI #SoftwareEngineering

[Lin Tan @Lin0Tan]

There is also a cool panel on software engineering beyond code generation at AIware 2026.

With Weiyi Shang @swy351, Thomas Cottenier, Rajdeep Mukherjee, Baishakhi Ray @baishakhir , and Yintong Huo.

@AIwareConf #llm4code

[Lin Tan @Lin0Tan]

The first FSE Debate on the Future of Software Engineering in the Age of AI: Will AI replace SE? What will change? What will stay? How will AI affect education?

https://t.co/KK0WzVS7yx…

#SE #AI

[FSE 2027 @FSEconf]

📸 FSE 2026 · Day 4 paper sessions in photos (4) 🎉 #FSE2026

[Lin Tan @Lin0Tan]

Proper link https://t.co/F6dqkO53f6

With Abhik Roychoudhury, Satish Chandra, Ahmed E. Hassan, Baishakhi Ray, Michael Pradel, and Dongmei Zhang

[Lin Tan @Lin0Tan]

Congratulations, Dr. Shangshu Qian. I am very proud of you. #commencement

[Jingbo Wang @bobowang2014]

We encourage undergraduate, master’s, and early-stage PhD students interested in programming languages to apply for PLMW at PLDI 2026. It is a great opportunity to learn from researchers, build connections, and explore future directions in PL. Apply here: https://t.co/SmbDEyTZL6

[Lin Tan @Lin0Tan]

ICSE15 SEIP paper: https://t.co/ectd7BujkF

[Lin Tan @Lin0Tan]

🏅Grateful for our 2 Most Influential Paper (N-10) awards at #ICSE2026.
1️⃣ Most Influential Paper (#MIP) Award: Automatically Learning Semantic Features for Defect Prediction
2️⃣ Most Influential SEIP Paper (#MIPS) Award Retrospective: Online Defect Prediction for Imbalanced Data

[Lin Tan @Lin0Tan]

Looking forward to giving the #MIP talk with Song during the #ICSE2026 Awards Session on April 15 (https://t.co/Pd1zY2wKnk). @ICSEconf

Paper: https://t.co/LevlUZVdrB
Journal: https://t.co/weYXBfhb4P

I’m thankful these ideas continue to have lasting impact 10 years later. 🙏

[Lin Tan @Lin0Tan]

These two papers almost bookend a story.

The 1st was among the earliest to show how #DeepLearning could be used for software defect prediction.

The 2nd focused on the deployment in practice: imbalanced data and future-data leakage.

#SoftwareEngineering #ICSE2026

[Amazon Web Services @awscloud]

AWS Security Agent is now generally available.

Scale security testing across your application portfolio with on-demand penetration testing that matches your development velocity.

By conducting tailored attack scenarios, AWS Security Agent identifies validated vulnerabilities with reproducible proof and actionable fixes.

[Chengpeng Wang @Chasen86341870]

Excited to share that I will join NUS (@NUSComputing) as an Assistant Professor this Aug! 🎉

I’m recruiting Ph.D./RAs/interns interested in Program Analysis, Code LLMs, and Agents. 🔥

Self-motivated students with strong backgrounds are especially welcome.

[Lin Tan @Lin0Tan]

🚀 Recruiting students for UIUC++ summer research in LLM4Code, software–AI synergy, software dependability …

Work on cutting-edge SE + AI/Robotics research with us. 📅 Apply by April 15
🔗 https://t.co/GPSDjVIAN8 @LingmingZhang @yiling__LOU @tianyin_xu @tan_hwei @DrWingLam

[Saikat Dutta @saikatdutta2012]

If you are excited about software engineering research, apply to our 2026 UIUC++ Summer Research Program! This is a fantastic opportunity to work on exciting problems in SE with amazing faculty! Many past interns have got into top 10 PhD schools!

https://t.co/piOfUl46Pm

RT!

[ICSE @ICSEconf]

From April 12–18, 2026, the world’s premier software engineering conference will bring together approximately 2,000 top researchers, practitioners, innovators, and students in Rio de Janeiro.
Current sponsors and sponsorship opportunities at
https://t.co/HxvKOoA0uI

[Bogdan Vasilescu @b_vasilescu]

We measured the effects of more AI coding agents, with the same conclusion: Development velocity (commits, lines added) increases, but it is short lived, and it comes at the cost of code quality and technical debt (static analysis warnings and code complexity go up substantially)

[Thomas Zimmermann @tomzimmermann]

Call for Papers: AI Models for Code Improvement. 🧠✨

📅 Submit by 24 Oct 2025.
Special issue of @ieeesoftware

AI is revolutionizing code refactoring, bug fixing & software maintenance. We're seeking papers on how LLMs & other models are transforming dev workflows

[FSE 2027 @FSEconf]

Missed presenting your ICSE/FSE/ASE paper due to various issues? FSE 2026 has a Re-routed Presentations track—bring your already-accepted research to Montreal (Jul 5–9). Submit the short HotCRP form by Feb 25 (AoE). #FSE2026 #SoftwareEngineering #ICSE