PcDGAN: A Continuous Conditional Diverse Generative Adversarial Network For Inverse Design. - Amin Heyrani Nobari; Wei Chen 111; Faez Ahmed (KDD, 2021)

Range-GAN: Range-Constrained Generative Adversarial Network for Conditioned Design Synthesis. - Amin Heyrani Nobari; Wei Chen 041; Faez Ahmed (CoRR, 2021)

CreativeGAN: Editing Generative Adversarial Networks for Creative Design Synthesis. - Amin Heyrani Nobari; Muhammad Fathy Rashad; Faez Ahmed (CoRR, 2021)

Deep Generative Models in Engineering Design: A Review. - Lyle Regenwetter; Amin Heyrani Nobari; Faez Ahmed (CoRR, 2021)

LINKS: A dataset of a hundred million planar linkage mechanisms for data-driven kinematic design. - Amin Heyrani Nobari; Akash Srivastava; Dan Gutfreund; Faez Ahmed (CoRR, 2022)

Conformal Predictions Enhanced Expert-guided Meshing with Graph Neural Networks. - Amin Heyrani Nobari; Justin Rey; Suhas Kodali; Matthew Jones; Faez Ahmed (CoRR, 2023)

NITO: Neural Implicit Fields for Resolution-free Topology Optimization. - Amin Heyrani Nobari; Giorgio Giannone; Lyle Regenwetter; Faez Ahmed (CoRR, 2024)

BIKED++: A Multimodal Dataset of 1.4 Million Bicycle Image and Parametric CAD Designs. - Lyle Regenwetter; Yazan Abu Obaideh; Amin Heyrani Nobari; Faez Ahmed (CoRR, 2024)

Generative Optimization: A Perspective on AI-Enhanced Problem Solving in Engineering. - Cyril Picard; Lyle Regenwetter; Amin Heyrani Nobari; Akash Srivastava; Faez Ahmed (CoRR, 2024)

LInK: Learning Joint Representations of Design and Performance Spaces through Contrastive Learning for Mechanism Synthesis. - Amin Heyrani Nobari; Akash Srivastava; Dan Gutfreund; Kai Xu 016; Faez Ahmed (Trans. Mach. Learn. Res., 2024)

NITO: Neural Implicit Fields for Resolution-free and Domain-Adaptable Topology Optimization. - Amin Heyrani Nobari; Lyle Regenwetter; Giorgio Giannone; Faez Ahmed (Trans. Mach. Learn. Res., 2025)

Activation-Informed Merging of Large Language Models. - Amin Heyrani Nobari; Kaveh Alimohammadi; Ali ArjomandBigdeli; Akash Srivastava; Faez Ahmed; Navid Azizan (CoRR, 2025)

CAD-Coder: An Open-Source Vision-Language Model for Computer-Aided Design Code Generation. - Anna C. Doris; Md Ferdous Alam; Amin Heyrani Nobari; Faez Ahmed (CoRR, 2025)