Alexander Hoffman

15 papers A* 1A 1Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
A comprehensive mapping of zeolite-template chemical space.
Nat. Comput. Sci.
Mingrou Xie, Daniel Schwalbe-Koda, Yolanda Marcela Semanate-Esquivel, Estefanía Bello-Jurado, Alexander Hoffman, Omar Santiago-Reyes, Cecilia Paris, Manuel Moliner, Rafael Gómez-Bombarelli
2025 J jnl
Accelerating and enhancing thermodynamic simulations of electrochemical interfaces.
CoRR
Xiaochen Du, Mengren Liu, Jiayu Peng, Hoje Chun, Alexander Hoffman, Bilge Yildiz, Lin Li, Martin Z. Bazant, Rafael Gómez-Bombarelli
2024 — conf
MCUBench: A Benchmark of Tiny Object Detectors on MCUs.
ECCV Workshops (11)
Sudhakar Sah, Darshan C. Ganji, Matteo Grimaldi, Ravish Kumar, Alexander Hoffman, Honnesh Rohmetra, Ehsan Saboori
2024 J jnl
MCUBench: A Benchmark of Tiny Object Detectors on MCUs.
CoRR
Sudhakar Sah, Darshan C. Ganji, Matteo Grimaldi, Ravish Kumar, Alexander Hoffman, Honnesh Rohmetra, Ehsan Saboori
2024 — conf
MuDSE: GA-ILP-based Framework for Automated Deployment of Multiple DNNs on Heterogeneous Mixed-Criticality Systems.
COINS
Alexander Hoffman, Ala Fnayou, Fedor Smirnov, Daniel Mueller-Gritschneder, Ulf Schlichtmann
2024 — conf
MuNAS: TinyML Network Architecture Search Using Goal Attainment and Reinforcement Learning.
MECO
Alexander Hoffman, Ulf Schlichtmann, Daniel Mueller-Gritschneder
2024 J jnl
QGen: On the Ability to Generalize in Quantization Aware Training.
CoRR
MohammadHossein AskariHemmat, Ahmadreza Jeddi, Reyhane Askari Hemmat, Ivan Lazarevich, Alexander Hoffman, Sudhakar Sah, Ehsan Saboori, Yvon Savaria, Jean-Pierre David
2023 — conf
DeepGEMM: Accelerated Ultra Low-Precision Inference on CPU Architectures using Lookup Tables.
CVPR Workshops
Darshan C. Ganji, Saad Ashfaq, Ehsan Saboori, Sudhakar Sah, Saptarshi Mitra, MohammadHossein AskariHemmat, Alexander Hoffman, Ahmed Hassanien, Mathieu Léonardon
2023 J jnl
DeepGEMM: Accelerated Ultra Low-Precision Inference on CPU Architectures using Lookup Tables.
CoRR
Darshan C. Ganji, Saad Ashfaq, Ehsan Saboori, Sudhakar Sah, Saptarshi Mitra, MohammadHossein AskariHemmat, Alexander Hoffman, Ahmed Hassanien, Mathieu Léonardon
2023 A conf
DeepliteRT: Computer Vision at the Edge.
BMVC
Saad Ashfaq, Alexander Hoffman, Saptarshi Mitra, Sudhakar Sah, MohammadHossein AskariHemmat, Ehsan Saboori
2023 J jnl
DeepliteRT: Computer Vision at the Edge.
CoRR
Saad Ashfaq, Alexander Hoffman, Saptarshi Mitra, Sudhakar Sah, MohammadHossein AskariHemmat, Ehsan Saboori
2022 J jnl
Accelerating Deep Learning Model Inference on Arm CPUs with Ultra-Low Bit Quantization and Runtime.
CoRR
Saad Ashfaq, MohammadHossein AskariHemmat, Sudhakar Sah, Ehsan Saboori, Olivier Mastropietro, Alexander Hoffman
2022 J jnl
QReg: On Regularization Effects of Quantization.
CoRR
MohammadHossein AskariHemmat, Reyhane Askari Hemmat, Alexander Hoffman, Ivan Lazarevich, Ehsan Saboori, Olivier Mastropietro, Yvon Savaria, Jean-Pierre David
2021 J jnl
DeeperThings: Fully Distributed CNN Inference on Resource-Constrained Edge Devices.
Int. J. Parallel Program.
Rafael Stahl, Alexander Hoffman, Daniel Mueller-Gritschneder, Andreas Gerstlauer, Ulf Schlichtmann
2020 A* conf
BrezeFlow: Unified Debugger for Android CPU Power Governors and Schedulers on Edge Devices.
DAC
Alexander Hoffman, Anuj Pathania, Philipp H. Kindt, Samarjit Chakraborty, Tulika Mitra