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Abhinav Bhatele

University of Maryland

United States

Research Interests

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Articles (9)

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2026

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2026

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2026

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2026

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2025

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2025

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2025

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2025

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2023

Collaborators (1)

Prasanna Balaprakash

Director of AI Programs and Distinguished R&D Scientist

Oak Ridge National Laboratory

UNITED STATES

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Abhinav Bhatele

Research Interests

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Articles (9)

Skew-aware Adaptive All-to-allv Algorithms for Dynamic Deep Learning Workloads

Performance-Aligned LLMs for Generating Fast HPC Code

Understanding and Improving Communication Performance in Multi-node LLM Inference

Leveraging AI for Productive and Trustworthy HPC Software: Challenges and Research Directions

Plexus: Taming Billion-edge Graphs with 3D Parallel Full-graph GNN Training

ParEval-Repo: A Benchmark Suite for Evaluating LLMs with Repository-level HPC Translation Tasks

Taking GPU Programming Models to Task for Performance Portability

VAHRM: Variation-Aware Resource Management in Heterogeneous Supercomputing Systems

A Hybrid Tensor-Expert-Data Parallelism Approach to Optimize Mixture-of-Experts Training

Collaborators (1)

Prasanna Balaprakash

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