Ahmed, Nesreen K.
- Bias and Fairness in Large Language Models: A Survey
2023/09/02 by Gallegos, Isabel O., Rossi, Ryan A., Barrow, Joe +6 · 102 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- NeuroVectorizer: End-to-End Vectorization with Deep Reinforcement\n Learning
2019/09/20 by Ameer Haj-Ali, Nesreen K. Ahmed, Haj-Ali, Ameer +10 · 2 voices · 4 citations
Computer Science · #Advanced Malware Detection Techniques #Cloud Computing and Resource Management #Parallel Computing and Optimization Techniques #cs.DC #cs.PF #cs.PL
- GUI Agents: A Survey
2024/12/18 by Deanna D. Nguyen, Nguyen, Dang, Jian Chen +54 · 23 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Human-Computer Interaction (cs.HC) #Robotic Path Planning Algorithms #Web Data Mining and Analysis
- Network Sampling: From Static to Streaming Graphs
2012/11/14 by Nesreen K. Ahmed, Jennifer Neville, Ahmed, Nesreen K. +3 · 6 citations
Physics and Astronomy · Computer Science · Medicine · #Complex Network Analysis Techniques #Data Stream Mining Techniques #HIV, Drug Use, Sexual Risk
- Graph Sample and Hold: A Framework for Big-Graph Analytics
2014/03/16 by Nesreen K. Ahmed, Ahmed, Nesreen K., Nick Duffield +5 · 5 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Applications (stat.AP) #Complex Network Analysis Techniques #Databases (cs.DB) #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #Software System Performance and Reliability
- Fairness-Aware Graph Neural Networks: A Survey
2023/07/08 by Chen, April, Rossi, Ryan A., Park, Namyong +6 · 7 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- 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)
- Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text
2024/02/20 by Kewei Cheng, Nesreen K. Ahmed, Cheng, Kewei +5 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- A Survey of Small Language Models
2024/10/25 by Van Nguyen, Chien, Shen, Xuan, Aponte, Ryan +25 · 7 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs
2023/10/06 by Mahmud, Quazi Ishtiaque, TehraniJamsaz, Ali, Phan, Hung +5 · 6 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 · 3 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)
- Neural Compositional Rule Learning for Knowledge Graph Reasoning
2023/03/07 by Cheng, Kewei, Ahmed, Nesreen K., Sun, Yizhou · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Learning to Parallelize with OpenMP by Augmented Heterogeneous AST Representation
2023/05/09 by Chen, Le, Mahmud, Quazi Ishtiaque, Phan, Hung +2 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel Programming
2024/10/27 by Ali TehraniJamsaz, Arijit Bhattacharjee, TehraniJamsaz, Ali +9 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Performance (cs.PF) #Programming Languages (cs.PL) #Software Engineering (cs.SE) #and Cluster Computing (cs.DC)
- 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)
- Deep Feature Learning for Graphs
2017/04/28 by Ryan A. Rossi, Rossi, Ryan A., Rong Zhou +3 · 4 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Epigenetics and DNA Methylation #Topic Modeling
- 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)
- Memory-Augmented Graph Neural Networks: A Brain-Inspired Review
2022/09/22 by Guixiang Ma, Ma, Guixiang, Vy A. Vo +5 · 2 citations
Computer Science · Engineering · Neuroscience · #Advanced Graph Neural Networks #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- On Sampling from Massive Graph Streams
2017/03/07 by Nesreen K. Ahmed, Nick Duffield, Ahmed, Nesreen K. +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Information Retrieval (cs.IR) #Social and Information Networks (cs.SI) #Statistics Theory (math.ST)
- From Selection to Generation: A Survey of LLM-based Active Learning
2025/02/17 by Yu Xia, Subhojyoti Mukherjee, Xia, Yu +65 · 4 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Open Education and E-Learning #Wikis in Education and Collaboration
- DistGNN: Scalable Distributed Training for Large-Scale Graph Neural Networks
2021/04/14 by Vasimuddin Md, Sanchit Misra, Md, Vasimuddin +15 · 1 citation
Computer Science · Materials Science · #Advanced Graph Neural Networks #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning in Materials Science #Parallel #and Cluster Computing (cs.DC)
- Personalized Visualization Recommendation
2021/02/12 by Qian, Xin, Rossi, Ryan A., Du, Fan +5 · 1 citation
#FOS: Computer and information sciences #H.3.4 #H.5.2 #Human-Computer Interaction (cs.HC) #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- GRS-QA -- Graph Reasoning-Structured Question Answering Dataset
2024/11/01 by Anish Pahilajani, Devasha Trivedi, Pahilajani, Anish +16 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Semantic Web and Ontologies
- Graph Learning with Localized Neighborhood Fairness
2022/12/22 by April Chen, Ryan A. Rossi, Chen, April +15 · 1 citation
Computer Science · Psychology · Social Sciences · #Advanced Graph Neural Networks #Cognitive Functions and Memory #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis
2023/05/31 by TehraniJamsaz, Ali, Mahmud, Quazi Ishtiaque, Chen, Le +2 · 1 citation
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Programming Languages (cs.PL) #and Cluster Computing (cs.DC)
- Multi-LLM Text Summarization
2024/12/20 by Fang, Jiangnan, Liu, Cheng-Tse, Kim, Jieun +9 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Personalized Graph-Based Retrieval for Large Language Models
2025/01/04 by Steven Au, Cameron J. Dimacali, Au, Steven +17 · 2 citations
Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Natural Language Processing Techniques
- AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists
2025/06/09 by Yifei Li, Li, Yifei, Hanane Nour Moussa +33 · 2 citations
Computer Science · Decision Sciences · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Materials Science #Scientific Computing and Data Management
- Large Generative Graph Models
2024/06/07 by Yu Wang, Wang, Yu, Ryan A. Rossi +15 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
- A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations
2025/05/20 by Li, Li, Cai, Peilin, Rossi, Ryan A. +21 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- CompCodeVet: A Compiler-guided Validation and Enhancement Approach for Code Dataset
2023/11/11 by Le Chen, Arijit Bhattacharjee, Chen, Le +11 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- 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
- Network-informed Prompt Engineering against Organized Astroturf Campaigns under Extreme Class Imbalance
2025/01/21 by Nikos Kanakaris, Heng Ping, Kanakaris, Nikos +11 · 1 citation
Earth and Planetary Sciences · Computer Science · #Meteorological Phenomena and Simulations #Tropical and Extratropical Cyclones Research #Computational Physics and Python Applications