Arya Fayyazi
Orcid: 0009-0001-9656-2627
According to our database1,
Arya Fayyazi authored at least 9 papers
between 2024 and 2026.
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Bibliography
2026
Proof-of-Perception: Certified Tool-Using Multimodal Reasoning with Compositional Conformal Guarantees.
CoRR, March, 2026
FAIR-SIGHT: Fairness Assurance in Image Recognition via Simultaneous Conformal Thresholding and Dynamic Output Repair.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026
MARCO: Hardware-Aware Neural Architecture Search for Edge Devices with Multi-Agent Reinforcement Learning and Conformal Filtering.
Proceedings of the 31st Asia and South Pacific Design Automation Conference, 2026
2025
MARCO: Hardware-Aware Neural Architecture Search for Edge Devices with Multi-Agent Reinforcement Learning and Conformal Prediction Filtering.
CoRR, June, 2025
Efficient Counterexample-Guided Fairness Verification and Repair of Neural Networks Using Satisfiability Modulo Convex Programming.
Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025
FACTER: Fairness-Aware Conformal Thresholding and Prompt Engineering for Enabling Fair LLM-Based Recommender Systems.
Proceedings of the Forty-second International Conference on Machine Learning, 2025
Dynamic Co-Optimization Compiler: Leveraging Multi-Agent Reinforcement Learning for Enhanced DNN Accelerator Performance.
Proceedings of the 30th Asia and South Pacific Design Automation Conference, 2025
2024
ARCO:Adaptive Multi-Agent Reinforcement Learning-Based Hardware/Software Co-Optimization Compiler for Improved Performance in DNN Accelerator Design.
CoRR, 2024
NeuroBlend: Towards Low-Power yet Accurate Neural Network-Based Inference Engine Blending Binary and Fixed-Point Convolutions.
Proceedings of the Great Lakes Symposium on VLSI 2024, 2024