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/
https://www.cs.purdue.edu/homes/lintan/
🚀 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
March 8, 2025 at 10:22 PM
🚀 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
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
#LLMs #Robotics #Agent @cerias.bsky.social @purduecs.bsky.social
February 5, 2025 at 4:15 PM
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
#LLMs #Robotics #Agent @cerias.bsky.social @purduecs.bsky.social
Introducing Nova (ICLR’25), foundation models for binary/assembly code. We have also released fine-tuned models for binary code decompilation. Preprint: arxiv.org/pdf/2311.13721
#LLM4Code #LLM #BinaryAnalysis #Security
@cerias.bsky.social @iclr-conf.bsky.social
#LLM4Code #LLM #BinaryAnalysis #Security
@cerias.bsky.social @iclr-conf.bsky.social
January 28, 2025 at 7:08 PM
Introducing Nova (ICLR’25), foundation models for binary/assembly code. We have also released fine-tuned models for binary code decompilation. Preprint: arxiv.org/pdf/2311.13721
#LLM4Code #LLM #BinaryAnalysis #Security
@cerias.bsky.social @iclr-conf.bsky.social
#LLM4Code #LLM #BinaryAnalysis #Security
@cerias.bsky.social @iclr-conf.bsky.social
Thrilled to share that my PhD student, Nan Jiang, is on the academic job market! 👏 Working on SE+AI, Nan has papers in ICSE, FSE, NeurIPS, AAAI, and more. Nan is the ideal kind of PhD student one can ask for. I’m confident he will be a great professor!
jiang719.github.io
#LLM4Code #security
jiang719.github.io
#LLM4Code #security
December 18, 2024 at 1:25 PM
Thrilled to share that my PhD student, Nan Jiang, is on the academic job market! 👏 Working on SE+AI, Nan has papers in ICSE, FSE, NeurIPS, AAAI, and more. Nan is the ideal kind of PhD student one can ask for. I’m confident he will be a great professor!
jiang719.github.io
#LLM4Code #security
jiang719.github.io
#LLM4Code #security