Willke, Theodore L.
- The Landscape and Challenges of HPC Research and LLMs
2024/02/03 by Chen, Le, Ahmed, Nesreen K., Dutta, Akash +14 · 8 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Deep Graph Similarity Learning: A Survey
2019/12/25 by Guixiang Ma, Nesreen K. Ahmed, Ma, Guixiang +5 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Out-of-Distribution Detection Using an Ensemble of Self Supervised Leave-out Classifiers
2018/09/04 by Vyas, Apoorv, Jammalamadaka, Nataraj, Zhu, Xia +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- PerfRL: A Small Language Model Framework for Efficient Code Optimization
2023/12/09 by Duan, Shukai, Kanakaris, Nikos, Xiao, Xiongye +8 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Software Engineering (cs.SE)
- Learning Role-based Graph Embeddings
2018/02/07 by Nesreen K. Ahmed, Ryan A. Rossi, Ahmed, Nesreen K. +11 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #Epigenetics and DNA Methylation #FOS: Computer and information sciences #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
- A Convolutional Autoencoder for Multi-Subject fMRI Data Aggregation
2016/08/17 by Po-Hsuan Chen, Chen, Po-Hsuan, Xia Zhu +13 · 1 citation
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques
- A Searchlight Factor Model Approach for Locating Shared Information in Multi-Subject fMRI Analysis
2016/09/29 by Hejia Zhang, Zhang, Hejia, Po-Hsuan Chen +13 · 1 citation
Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Face Recognition and Perception #Functional Brain Connectivity Studies #Machine Learning (stat.ML) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
- A Framework for Generalizing Graph-based Representation Learning Methods
2017/09/14 by Nesreen K. Ahmed, Ryan A. Rossi, Ahmed, Nesreen K. +11 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Topic Modeling