Accuracy-Aware, Hardware-Adaptive Co-Optimization of Pruning and Dataflow Mapping for Modern DNNs

Md Farhadur Reza

Accuracy-Aware, Hardware-Adaptive Co-Optimization of Pruning and Dataflow Mapping for Modern DNNs

Md Farhadur Reza

Mathematics and Computer Science

Research output: Contribution to conference › Paper › peer-review

Original language	American English
State	Published - Jul 21 2026
Event	IEEE 19th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC) 2026 - Shanghai, China, Shanghai, China Duration: Dec 14 2026 → Dec 17 2026 https://mcsoc-forum.org/site/

Conference

Conference	IEEE 19th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC) 2026
Country/Territory	China
City	Shanghai
Period	12/14/26 → 12/17/26
Internet address	https://mcsoc-forum.org/site/

Keywords

Pruning
Dataflow
Mapping
DNN Accleration
Hardware-Adaptive Co-Optimization

Disciplines

Computer Engineering
Computer Sciences

Cite this

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title = "Accuracy-Aware, Hardware-Adaptive Co-Optimization of Pruning and Dataflow Mapping for Modern DNNs",

keywords = "Pruning, Dataflow, Mapping, DNN Accleration, Hardware-Adaptive Co-Optimization",

author = "Reza, \{Md Farhadur\}",

year = "2026",

month = jul,

day = "21",

language = "American English",

note = "IEEE 19th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC) 2026 ; Conference date: 14-12-2026 Through 17-12-2026",

url = "https://mcsoc-forum.org/site/",

}

TY - CONF

T1 - Accuracy-Aware, Hardware-Adaptive Co-Optimization of Pruning and Dataflow Mapping for Modern DNNs

AU - Reza, Md Farhadur

PY - 2026/7/21

Y1 - 2026/7/21

KW - Pruning

KW - Dataflow

KW - Mapping

KW - DNN Accleration

KW - Hardware-Adaptive Co-Optimization

M3 - Paper

T2 - IEEE 19th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC) 2026

Y2 - 14 December 2026 through 17 December 2026

ER -