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• Performance Optimization using Multimodal Modeling and Heterogeneous GNN
  2023 · 12 citations
• Learning to Parallelize with OpenMP by Augmented Heterogeneous AST Representation
  2023 · 5 citations
• MIREncoder: Multi-modal IR-based Pretrained Embeddings for Performance Optimizations
  2024 · 5 citations
• Automatic Repair and Type Binding of Undeclared Variables using Neural Networks
  2019 · 2 citations
• PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis
  2023 · 2 citations
• CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel Programming
  2024 · 2 citations
• GraphBinMatch: Graph-based Similarity Learning for Cross-Language Binary and Source Code Matching
  2023 · 1 citations
• OMPILOT: Harnessing Transformer Models for Auto Parallelization to Shared Memory Computing Paradigms
  2025
• ParaGraph: Weighted Graph Representation for Performance Optimization of HPC Kernels
  2023
• CompCodeVet: A Compiler-guided Validation and Enhancement Approach for Code Dataset
  2023
• MPI Errors Detection using GNN Embedding and Vector Embedding over LLVM IR
  2024
• Fortran2CPP: Automating Fortran-to-C++ Translation using LLMs via Multi-Turn Dialogue and Dual-Agent Integration
  2024