Danny Abraham

12 papers A* 2A 1C 1Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
GeoReFormer: Geometry-Aware Refinement for Lane Segment Detection and Topology Reasoning.
CoRR
Danny Abraham, Nikhil Kamalkumar Advani, Arun Das, Nikil Dutt
2025 J jnl
Runtime Adaptivity for Efficient Neural Network Inference on Autonomous Systems.
ACM Trans. Embed. Comput. Syst.
Danny Abraham, Biswadip Maity, Bryan Donyanavard, Nikil D. Dutt
2024 A conf
Back to the Future: Reversible Runtime Neural Network Pruning for Safe Autonomous Systems.
DATE
Danny Abraham, Biswadip Maity, Bryan Donyanavard, Nikil D. Dutt
2024 J jnl
Dynamic MAC Protocol for Wireless Spectrum Sharing via Hyperdimensional Self-Learning.
IEEE Access
Yang Ni, Danny Abraham, Mariam Issa, Alejandro Hernández-Cano, Mahdi Imani, Pietro Mercati, Mohsen Imani
2024 J jnl
Run-Time ROP Attack Detection on Embedded Devices Using Side Channel Power Analysis.
IEEE Embed. Syst. Lett.
Jinyao Xu, Danny Abraham, Ian G. Harris
2023 A* conf
DotHash: Estimating Set Similarity Metrics for Link Prediction and Document Deduplication.
KDD
Igor Nunes, Mike Heddes, Pere Vergés, Danny Abraham, Alexander V. Veidenbaum, Alex Nicolau, Tony Givargis
2023 J jnl
DotHash: Estimating Set Similarity Metrics for Link Prediction and Document Deduplication.
CoRR
Igor Nunes, Mike Heddes, Pere Vergés, Danny Abraham, Alexander V. Veidenbaum, Alexandru Nicolau, Tony Givargis
2023 — conf
Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing.
ACM Great Lakes Symposium on VLSI
Yang Ni, Danny Abraham, Mariam Issa, Yeseong Kim, Pietro Mercati, Mohsen Imani
2023 J jnl
Torchhd: An Open Source Python Library to Support Research on Hyperdimensional Computing and Vector Symbolic Architectures.
J. Mach. Learn. Res.
Mike Heddes, Igor Nunes, Pere Vergés, Denis Kleyko, Danny Abraham, Tony Givargis, Alexandru Nicolau, Alexander V. Veidenbaum
2022 A* conf
HDPG: hyperdimensional policy-based reinforcement learning for continuous control.
DAC
Yang Ni, Mariam Issa, Danny Abraham, Mahdi Imani, Xunzhao Yin, Mohsen Imani
2022 C conf
Hyperdimensional Hybrid Learning on End-Edge-Cloud Networks.
ICCD
Mariam Issa, Sina Shahhosseini, Yang Ni, Tianyi Hu, Danny Abraham, Amir M. Rahmani, Nikil D. Dutt, Mohsen Imani
2022 J jnl
QHD: A brain-inspired hyperdimensional reinforcement learning algorithm.
CoRR
Yang Ni, Danny Abraham, Mariam Issa, Yeseong Kim, Pietro Mercati, Mohsen Imani