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Yadav, Rohan

  1. Improving Parallel Program Performance with LLM Optimizers via Agent-System Interfaces
    2024/10/21 by Anjiang Wei, Wei, Anjiang, Allen Nie +11 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed #Embedded Systems Design Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Numerical Methods and Algorithms #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
  2. Tsetlin Machine Embedding: Representing Words Using Logical Expressions
    2023/01/02 by Bimal Bhattarai, Ole‐Christoffer Granmo, Bhattarai, Bimal +7 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  3. Optimal Software Pipelining and Warp Specialization for Tensor Core GPUs
    2025/12/19 by Rupanshu Soi, Soi, Rupanshu, Rohan Yadav +11 · 1 voice · 2 citations
    Computer Science · #Cloud Computing and Resource Management #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #cs.AR #cs.LG #cs.PL
  4. SpDISTAL: Compiling Distributed Sparse Tensor Computations
    2022/07/28 by Yadav, Rohan, Aiken, Alex, Kjolstad, Fredrik · 2 citations
    #Distributed #FOS: Computer and information sciences #Parallel #Programming Languages (cs.PL) #and Cluster Computing (cs.DC)
  5. Task-Based Tensor Computations on Modern GPUs
    2025/04/09 by Rohan Yadav, Yadav, Rohan, Michael Garland +5 · 4 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Logic, programming, and type systems #Advanced Data Storage Technologies
  6. Composing Distributed Computations Through Task and Kernel Fusion
    2024/06/26 by Rohan Kumar Yadav, Yadav, Rohan, Shiv Sundram +11 · 2 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Neural Networks and Applications #Parallel #and Cluster Computing (cs.DC)