Ahmed, Faez

15 publications

NeurIPS 2025 Activation-Informed Merging of Large Language Models Amin Heyrani Nobari, Kaveh Alim, Ali ArjomandBigdeli, Akash Srivastava, Faez Ahmed, Navid Azizan

NeurIPS 2025 BikeBench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints Lyle Regenwetter, Yazan Abu Obaideh, Fabien M. C. Chiotti, Ioanna Lykourentzou, Faez Ahmed

TMLR 2025 GenCAD: Image-Conditioned Computer-Aided Design Generation with Transformer-Based Contrastive Representation and Diffusion Priors Md Ferdous Alam, Faez Ahmed

TMLR 2025 NITO: Neural Implicit Fields for Resolution-Free and Domain-Adaptable Topology Optimization Amin Heyrani Nobari, Lyle Regenwetter, Giorgio Giannone, Faez Ahmed

NeurIPS 2025 Optimize Any Topology: A Foundation Model for Shape- and Resolution-Free Structural Topology Optimization Amin Heyrani Nobari, Lyle Regenwetter, Cyril Picard, Ligong Han, Faez Ahmed

NeurIPS 2025 VideoCAD: A Dataset and Model for Learning Long‑Horizon 3D CAD UI Interactions from Video Brandon Man, Ghadi Nehme, Md Ferdous Alam, Faez Ahmed

TMLR 2024 Constraining Generative Models for Engineering Design with Negative Data Lyle Regenwetter, Giorgio Giannone, Akash Srivastava, Dan Gutfreund, Faez Ahmed

NeurIPS 2024 DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks Mohamed Elrefaie, Florin Morar, Angela Dai, Faez Ahmed

TMLR 2024 IM-Context: In-Context Learning for Imbalanced Regression Tasks Ismail Nejjar, Faez Ahmed, Olga Fink

TMLR 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, Faez Ahmed

NeurIPS 2023 Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation Giorgio Giannone, Akash Srivastava, Ole Winther, Faez Ahmed

AAAI 2023 Diffusion Models Beat GANs on Topology Optimization François Mazé, Faez Ahmed

ICLRW 2023 SimuStruct: Simulated Structural Plate with Holes Dataset with Machine Learning Applications Bruno Alves Ribeiro, João Alves Ribeiro, Faez Ahmed, Hugo Penedones, Jorge Belinha, Luís Sarmento, Miguel Anibal Bessa, Sérgio Tavares

IJCAI 2020 An Algorithm for Multi-Attribute Diverse Matching Saba Ahmadi, Faez Ahmed, John P. Dickerson, Mark D. Fuge, Samir Khuller

IJCAI 2017 Diverse Weighted Bipartite B-Matching Faez Ahmed, John P. Dickerson, Mark D. Fuge