Performance Optimization using Multimodal Modeling and Heterogeneous GNN

25 April 2023

Papers citing "Performance Optimization using Multimodal Modeling and Heterogeneous GNN"

7 / 7 papers shown

Title
Multimodal Fusion and Vision-Language Models: A Survey for Robot Vision Xiaofeng Han Shunpeng Chen Zenghuang Fu Zhe Feng Lue Fan ... Li Guo Weiliang Meng Xiaopeng Zhang Rongtao Xu Shibiao Xu 66 1 0 03 Apr 2025
Multi-Modal Parameter-Efficient Fine-tuning via Graph Neural Network Bin Cheng Jiaxuan Lu 22 0 0 01 Aug 2024
MIREncoder: Multi-modal IR-based Pretrained Embeddings for Performance Optimizations Akash Dutta Ali Jannesari 30 0 0 02 Jul 2024
The Landscape and Challenges of HPC Research and LLMs Le Chen Nesreen K. Ahmed Akashnil Dutta Arijit Bhattacharjee Sixing Yu ... Vy A. Vo J. P. Muñoz Ted Willke Tim Mattson Ali Jannesari AI4CE 45 20 0 03 Feb 2024
OMPGPT: A Generative Pre-trained Transformer Model for OpenMP Le Chen Arijit Bhattacharjee Nesreen Ahmed N. Hasabnis Gal Oren Vy A. Vo Ali Jannesari VLM 29 11 0 28 Jan 2024
Power Constrained Autotuning using Graph Neural Networks Akashnil Dutta JeeWhan Choi Ali Jannesari 30 5 0 22 Feb 2023
Autotuning PolyBench Benchmarks with LLVM Clang/Polly Loop Optimization Pragmas Using Bayesian Optimization (extended version) Xingfu Wu Michael Kruse Prasanna Balaprakash H. Finkel P. Hovland V. Taylor Mary W. Hall 32 32 0 27 Apr 2021