DepthGraphNet: Circuit Graph Isomorphism Detection via Siamese-Graph Neural Networks. - Fin Amin; Soumyadeep Chatterjee; Paul D. Franzon (MLCAD, 2023)

Mobile-Optimized Real-Time Vessel Detection for Ultrasound-Guided Surgical Procedures. - Mateusz Wolak; Fin Amin; Nancy DeLosa; Brian A. Telfer; Benjamin W. Roop; Lars Gjesteby (HPEC, 2024)

The Over-Certainty Phenomenon in Modern UDA Algorithms. - Fin Amin; Jung-Eun Kim (CoRR, 2024)

Large Reasoning Models for 3D Floorplanning in EDA: Learning from Imperfections. - Fin Amin; Nirjhor Rouf; Tse-Han Pan; Md Kamal Ibn Shafi; Paul D. Franzon (CoRR, 2024)

Can Low-Rank Knowledge Distillation in LLMs be Useful for Microelectronic Reasoning? - Nirjhor Rouf; Fin Amin; Paul D. Franzon (CoRR, 2024)

Topology-Preserving Deep Supervision for 3D Axon Centerline Segmentation Using Partially Annotated Data. - Roshan Kenia; Fin Amin; Benjamin W. Roop; Laura J. Brattain; Brian S. Eastwood; Matthew G. Fay; Charles R. Gerfen; Jacob R. Glaser; Lars A. Gjesteby (ISBI, 2025)

QuArch: A Question-Answering Dataset for AI Agents in Computer Architecture. - Shvetank Prakash; Andrew Cheng; Jason Yik; Arya Tschand; Radhika Ghosal; Ikechukwu Uchendu; Jessica Quaye; Jeffrey Ma; Shreyas Grampurohit; Sofia Giannuzzi; Arnav Balyan; Fin Amin; et al. (IEEE Comput. Archit. Lett., 2025)

The Over-Certainty Phenomenon in Modern Test-Time Adaptation Algorithms. - Fin Amin; Jung-Eun Kim (Trans. Mach. Learn. Res., 2025)