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@lt-asset ASSET Research Lab at Purdue University Lead By Dr. Lin Tan

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    10 repositories

    • lt-asset.github.io

      Public
      This is a repository holding the website content for the ASSET Research Group at Purdue University.
      HTML
      •0•0•0•0•Updated Oct 22, 2025Oct 22, 2025

    • REPOCOD

      Public
      For our ACL25 Paper: Can Language Models Replace Programmers? RepoCod Says ‘Not Yet’ - by Shanchao Liang and Yiran Hu and Nan Jiang and Lin Tan
      benchmarkcode-completionmultimodalllmmllmllm4code
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •3•23•4•0•Updated Aug 27, 2025Aug 27, 2025

    • selp

      Public
      For our ICRA 2025 paper "SELP: Generating Safe and Efficient Task Plans for Robot Agents with Large Language Models" by Yi Wu, Zikang Xiong, Yiran Hu, Shreyash Iyengar, Nan Jiang, Aniket Bera, Lin Tan, and Suresh Jagannathan.
      roboticsnavigationplanningsafetyconstrained-decodingllm
      BSD 3-Clause "New" or "Revised" License
      •0•16•2•0•Updated Jul 2, 2025Jul 2, 2025

    • Waffle

      Public
      For ACL25 paper "WAFFLE: Multi-Modal Model for Automated Front-End Development" - by Shanchao Liang and Nan Jiang and Shangshu Qian and Lin Tan
      web-developmentreverse-engineeringfront-end-developmentllmllm4code
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •3•11•1•0•Updated May 28, 2025May 28, 2025

    • llm4spec

      Public
      For SANER25 paper "How Effective are Large Language Models in Generating Software Specifications?" by Danning Xie, Byoungwoo Yoo, Nan Jiang, Mijung Kim, Lin Tan, Xiangyu Zhang, and Judy Lee
      specificationsllm4code
      BSD 3-Clause "New" or "Revised" License
      •0•2•0•0•Updated May 22, 2025May 22, 2025

    • resym

      Public
      For our CCS24 paper 🏆 "ReSym: Harnessing LLMs to Recover Variable and Data Structure Symbols from Stripped Binaries" by Danning Xie, Zhuo Zhang, Nan Jiang, Xiangzhe Xu, Lin Tan, and Xiangyu Zhang. 🏆 ACM SIGSAC Distinguished Paper Award Winner
      reverseengineeringllmllm4codebinaryanalysis
      Makefile
      •
      BSD 3-Clause "New" or "Revised" License
      •6•118•5•0•Updated Apr 10, 2025Apr 10, 2025

    • Latte

      Public
      For our AAAI25 paper LATTE: Improving Latex Recognition for Tables and Formulae with Iterative Refinement by Nan Jiang, Shanchao Liang, Chengxiao Wang, Jiannan Wang, and Lin Tan
      iterative-refinementlatex-recognitionllmllm4code
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1•4•0•0•Updated Jan 6, 2025Jan 6, 2025

    • D3

      Public
      "D3: Differential Testing of Distributed Deep Learning with Model Generation" by Jiannan Wang, Hung Viet Pham, Qi Li, Lin, Tan, Yu Guo, Adnan Aziz, and Erik Meijer.
      distributed-systemsdeep-learningdifferential-testingmodel-generation
      Python
      •
      Other
      •1•7•0•0•Updated Jul 30, 2024Jul 30, 2024

    • cedar

      Public
      For our SANER-industrial 2024 paper "CEDAR: Continuous Testing of Deep Learning Libraries" by Danning Xie, Jiannan Wang, Hung Viet Pham, Lin Tan, Yu Guo, Adnan Aziz, and Erik Meijer.
      testingdeep-learning
      Python
      •
      Other
      •0•1•0•0•Updated Mar 1, 2024Mar 1, 2024

    • torchrec-cov

      Public
      TorchRec (Beta Release) - with coverage measurement and additional tests
      testingcoveragedeep-learning
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1•2•0•0•Updated Aug 25, 2022Aug 25, 2022