Nesreen K. Ahmed
15 papers · 2021–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (7) π Academic Marathon (5)
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Conference Polyglot
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(66)
Conferences
NIPS (4)
ACL (2)
EMNLP (2)
ICLR (2)
NAACL (2)
AAAI (1)
EACL (1)
ICML (1)
Top co-authors
Keywords
large language model
(6)
graph neural network
(4)
code generation
(3)
prompt engineering
(2)
graph structure
(2)
benchmark evaluation
(2)
node classification
(2)
graph representation
(2)
zero-shot learning
(2)
model selection
(1)
in-context learning
(1)
reinforcement learning
(1)
embedding learning
(1)
graph generation
(1)
hyperparameter optimization
(1)
link prediction
(1)
graph embedding
(1)
neural network optimization
(1)
human-computer interaction
(1)
performance optimization
(1)
Papers
A Survey on LLM-based Conversational User Simulation
EACL 2026
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists
EMNLP 2025
AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs
NAACL 2025
Demystifying the Power of Large Language Models in Graph Generation
NAACL 2025
From Selection to Generation: A Survey of LLM-based Active Learning
ACL 2025
GUI Agents: A Survey
ACL 2025
A Large-scale Training Paradigm for Graph Generative Models
ICLR 2025
Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text
EMNLP 2024
A Structure-Aware Framework for Learning Device Placements on Computation Graphs
NIPS 2024
CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel Programming
NIPS 2024
Forward Learning of Graph Neural Networks
ICLR 2024
Editing Partially Observable Networks via Graph Diffusion Models
ICML 2024
PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis
NIPS 2023
GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection
NIPS 2023
Graph Neural Networks with Heterophily
AAAI 2021