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Quazi Ishtiaque Mahmud, Ali TehraniJamsaz, Hung D. Phan, Le Chen, Mihai Capota, Theodore L. Willke, Nesreen K. Ahmed, Ali Jannesari:
AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs.
NAACL (Long Papers) 2025: 11821-11841
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Waqwoya Abebe, Sadegh Jafari, Sixing Yu, Akash Dutta, Jan Strube, Nathan R. Tallent, Luanzheng Guo, J. Pablo Muñoz, Ali Jannesari:
SuperSAM: Crafting a SAM Supernetwork via Structured Pruning and Unstructured Parameter Prioritization.
CoRR abs/2501.08504 (2025)
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Duy Phuong Nguyen, J. Pablo Munoz, Tanya Roosta, Ali Jannesari:
Federated Multimodal Learning with Dual Adapters and Selective Pruning for Communication and Computational Efficiency.
CoRR abs/2503.07552 (2025)
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Joseph Zuber, Aishwarya Sarkar, Joseph Jennings, Ali Jannesari:
Enhanced Soups for Graph Neural Networks.
CoRR abs/2503.11612 (2025)
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Junhyung Shim, Quazi Ishtiaque Mahmud, Ali Jannesari:
Data Race Satisfiability on Array Elements.
CoRR abs/2503.13864 (2025)
