Alex K. Jones

Torch Technologies (United States) — United States

Computer Science · Physical Sciences

27h-index3.1kcitations290works3.22yr avg
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Research Topics

Parallel Computing and Optimization Techniques(116), Embedded Systems Design Techniques(60), Interconnection Networks and Systems(59), Advanced Data Storage Technologies(56), Advanced Memory and Neural Computing(45)

Publications289 total

DERCA: DetERministic Cycle-Level Accelerator on Reconfigurable Platforms in DNN-Enabled Real-Time Safety-Critical Systems
2025· 1 cited
AGILE: Lightweight and Efficient Asynchronous GPU-SSD Integration
2025· 1 citedOpen Access
A Multi-domain Read Method for Continuous and Isolated Racetrack Memory 4.0 Domains
2025
Symbolic Hamiltonian Compiler for Hybrid Qubit-Boson Processors
2025
ART: Customizing Accelerators for DNN-Enabled Real-Time Safety-Critical Systems
2025· 3 citedOpen Access
Symbolic Hamiltonian Compiler for Hybrid Qubit-Boson Processors
arXiv (Cornell University)·2025Open Access
Synthetic data pre-training for runway damage assessment
2025
AGILE: Lightweight and Efficient Asynchronous GPU-SSD Integration
arXiv (Cornell University)·2025Open Access
Kernpiler: Compiler Optimization for Quantum Hamiltonian Simulation with Partial Trotterization
arXiv (Cornell University)·2025· 1 citedOpen Access
Towards Accelerator Customization in Real-time Safety-critical Systems
2025· 1 citedOpen Access
MTrain: Enable Efficient CNN Training on Heterogeneous FPGA-Based Edge Servers
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems·2025
Amortizing Embodied Carbon Across Generations
2024· 1 cited
CHEF: A Framework for Deploying Heterogeneous Models on Clusters With Heterogeneous FPGAs
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems·2024· 1 citedOpen Access
EQ-ViT: Algorithm-Hardware Co-Design for End-to-End Acceleration of Real-Time Vision Transformer Inference on Versal ACAP Architecture
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems·2024· 17 citedOpen Access
Reducing Smart Phone Environmental Footprints with In-Memory Processing
2024· 1 cited
Spectator-Aware Frequency Allocation in Tunable-Coupler Quantum Architectures
arXiv (Cornell University)·2024· 1 citedOpen Access
Count2Multiply: Reliable In-Memory High-Radix Counting
arXiv (Cornell University)·2024· 1 citedOpen Access
CHARM 2.0: Composing Heterogeneous Accelerators for Deep Learning on Versal ACAP Architecture
ACM Transactions on Reconfigurable Technology and Systems·2024· 12 citedOpen Access
Towards Error Correction for Computing in Racetrack Memory
arXiv (Cornell University)·2024Open Access
SCARIF: Towards Carbon Modeling of Cloud Servers with Accelerators
2024· 13 cited
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Frequent Co-authors

Rami Melhem(20), Amy E. Landis(8), Laura Schaefer(8), Melissa M. Bilec(8), Donald Kline(7), William O. Collinge(6), Raymond R. Hoare(6), Seyed Mohammad Seyedzadeh(6), Yiran Chen(6), Yong Li(4), Shenchih Tung(4), Jingtong Hu(4), Peipei Zhou(4), Dara Kusic(3), Joshua Fazekas(3), John M. Foster(3), Yaojun Zhang(3), Christi L. Saunders(3), Ahmed Abousamra(3), Jinming Zhuang(3)