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Author

Amir Hassan Shariatmadari

Observed names: Shariatmadari, Amir, Shariatmadari, Amir Hassan
Observed institution: University of Virginia
ORCID: 0009-0002-6590-3748
Observed ORCID: 0009-0002-6590-3748
OpenAlex ID: A5114638510
IdeaBench: Benchmarking Large Language Models for Research Idea Generation
2025 · Sikun Guo, Amir Hassan Shariatmadari, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 9
Improving Scientific Hypothesis Generation with Knowledge Grounded Large Language Models
2024 · Xiong, Guangzhi, Xie, Eric, et al. · arXiv (Cornell University) · 6
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Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models
2025 · Guangzhi Xiong, Eric Xie, et al. · International Joint Conference on Artificial Intelligence · 5
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Embracing Foundation Models for Advancing Scientific Discovery
2024 · Sikun Guo, Amir Hassan Shariatmadari, et al. · IEEE International Conference on Big Data (BigData) · 3
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HyHG: A Temporal Hypergraph Contrastive Learning Framework for Biomedical Hypothesis Generation
2025 · Amir Hassan Shariatmadari, Sikun Guo, et al. · Proceedings · 2
InfAL: Inference Time Adversarial Learning for Improving Research Ideation
2025 · Sikun Guo, Amir Hassan Shariatmadari, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 1
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InfRL: Inference-time Reinforcement Learning for Research Idea Optimization
2026 · Sikun Guo, Amir Hassan Shariatmadari, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
Automated biomedical hypothesis generation with time-aware hypergraph contrastive learning
2026 · Amir Hassan Shariatmadari, Sikun Guo, et al. · Knowledge and Information Systems
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ConceptDrift: leveraging spatial, temporal and semantic evolution of biomedical concepts for hypothesis generation
2025 · Amir Hassan Shariatmadari, Alireza Jafari, et al. · Bioinformatics
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Works count: 10
Citation count: 26
H-index: 3
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