Nesreen Ahmed

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authored 9 papers 25 days ago

Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey

Paper • 2502.06872 • Published Feb 8 • 8

From Selection to Generation: A Survey of LLM-based Active Learning

Paper • 2502.11767 • Published Feb 17 • 2

A Graph Perspective to Probe Structural Patterns of Knowledge in Large Language Models

Paper • 2505.19286 • Published May 25 • 3

AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists

Paper • 2506.08140 • Published Jun 9

Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition

Paper • 2506.12953 • Published Jun 15 • 2

FigCaps-HF: A Figure-to-Caption Generative Framework and Benchmark with Human Feedback

Paper • 2307.10867 • Published Jul 20, 2023

A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality

Paper • 2507.07202 • Published Jul 9 • 24

A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations

Paper • 2505.14106 • Published May 20

Iterative Critique-Refine Framework for Enhancing LLM Personalization

Paper • 2510.24469 • Published Oct 28

authored 10 papers 11 months ago

Leveraging Graph Diffusion Models for Network Refinement Tasks

Paper • 2311.17856 • Published Nov 29, 2023 • 2

Leveraging Reinforcement Learning and Large Language Models for Code Optimization

Paper • 2312.05657 • Published Dec 9, 2023 • 1

The Landscape and Challenges of HPC Research and LLMs

Paper • 2402.02018 • Published Feb 3, 2024

Forward Learning of Graph Neural Networks

Paper • 2403.11004 • Published Mar 16, 2024 • 2

A Survey of Small Language Models

Paper • 2410.20011 • Published Oct 25, 2024 • 46

CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel Programming

Paper • 2410.20527 • Published Oct 27, 2024

Personalized Multimodal Large Language Models: A Survey

Paper • 2412.02142 • Published Dec 3, 2024 • 14

GUI Agents: A Survey

Paper • 2412.13501 • Published Dec 18, 2024 • 29

Multi-LLM Text Summarization

Paper • 2412.15487 • Published Dec 20, 2024 • 6

Personalized Graph-Based Retrieval for Large Language Models

Paper • 2501.02157 • Published Jan 4 • 31

authored a paper about 1 year ago

GRS-QA -- Graph Reasoning-Structured Question Answering Dataset

Paper • 2411.00369 • Published Nov 1, 2024 • 7