Lin Tan

@lin-tan.bsky.social

Elmore New Frontiers Professor @PurdueCS | Ex @Meta @UWaterloo @IllinoisCDS @MSFTResearch @IBMResearch | #SE #TextAnalytics #LLM4Code #AI #Security https://www.cs.purdue.edu/homes/lintan/

Last chance to turn it off. On Monday, November 3rd, Microsoft will start using your LinkedIn data for AI training. And remember, you're opted in by default. To toggle it off 👉 Account - Settings & Privacy > Data privacy > Data for Generative AI Improvement.

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Today I turn 60 – and what a journey this has been! Grateful for family, friends, students, colleagues, and a scientific community that keeps me inspired. The big party? You’ll have to wait four years, when I hit my (binary) 1,000,000th birthday. 😉

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At #ICRA2025? Check out my student Yi Wu’s talk (TuCT1.4) at 3:30PM Tuesday in Room 302 at the Award Finalists 3 Session about how SELP Generates Safe and Efficient Plans for #Robot #Agents with #LLMs! #ConstrainedDecoding #LLMPlanner @purduecs.bsky.social @cerias.bsky.social

Lin Tan@lin-tan.bsky.social · last yr.

Our SELP paper is an #ICRA25 Best Paper Award Finalist, among a selected few from 4,153 submissions! 🏆 Proud of my PhD student Yi Wu & the team! www.cs.purdue.edu/homes/lintan... #robotics #LLM #ConstrainedDecoding #Agent #LLMPlanner @cerias.bsky.social

✨️ Now that #ICSE25 is over, it's time to get your papers ready for #ASE25 (30th May)! 📢 Here is what's new: * Major Revision v2.0 * Review criteria for tech. & experience papers * Policy on LLM-assisted Reviews * Auto-bidding (TPMS) * Rapid Response Reliable Reviewers 👇 For more details, read on.

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At ICSE @icseconf.bsky.social 2025? Check out Jiannan Wang’s D3 talk at 2:30 PM today Friday in Room 215 about how we find real-world bugs in production distributed systems code! #deepleanring #distributed #testing

Lin Tan@lin-tan.bsky.social · last yr.

🚀 Thrilled to share our #TSE journal-first paper D3: Differential Testing of Distributed Deep Learning (DL)! @Jianan will present it at #ICSE2025. D3 detects 21 bugs (12 new!) in PyTorch and TensorFlow. 🔗 www.cs.purdue.edu/homes/lintan... #DeepLearning #SoftwareTesting @cerias.bsky.social

Fun fact: Of my nine papers that got a long-term impact award, none got a “best paper” award when they were published - and conversely, none of my “best paper”-awarded papers got an impact award later. Is this a common phenomenon?

A list of test of time awards for papers with Andreas Zeller as co-author

Our SELP paper is an #ICRA25 Best Paper Award Finalist, among a selected few from 4,153 submissions! 🏆 Proud of my PhD student Yi Wu & the team! www.cs.purdue.edu/homes/lintan... #robotics #LLM #ConstrainedDecoding #Agent #LLMPlanner @cerias.bsky.social

cs.purdue.edu

Lin Tan@lin-tan.bsky.social · last yr.

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 @cerias.bsky.social @purduecs.bsky.social