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Kinzer, Sean
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1

An Open-Source ML-Based Full-Stack Optimization Framework f..:

Esmaeilzadeh, Hadi ; Ghodrati, Soroush ; Kahng, Andrew...
ACM Transactions on Design Automation of Electronic Systems.  , 2024
Link: https://doi.org/10.1145/..
 
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2

Tandem Processor: Grappling with Emerging Operators in Neur..:

, In: Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2,
Ghodrati, Soroush ; Kinzer, Sean ; Xu, Hanyang... - p. 1165-1182 , 2024
Link: https://dl.acm.org/doi/1..
 
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3

In-Storage Domain-Specific Acceleration for Serverless Comp..:

, In: Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2,
Mahapatra, Rohan ; Ghodrati, Soroush ; Ahn, Byung Hoon... - p. 530-548 , 2024
Link: https://dl.acm.org/doi/1..
 
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4

MESA: Microarchitecture Extensions for Spatial Architecture..:

, In: Proceedings of the 50th Annual International Symposium on Computer Architecture,
Wang, Dong Kai ; Lou, Jiaqi ; Jin, Naiyin... - p. 1-14 , 2023
Link: https://dl.acm.org/doi/1..
 
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5

Yin-Yang: Programming Abstractions for Cross-Domain Multi-A..:

Kim, Joon Kyung ; Ahn, Byung Hoon ; Kinzer, Sean...
IEEE Micro.  42 (2022)  5 - p. 89-98 , 2022
Link: https://doi.org/10.1109/..
 
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6

Physically Accurate Learning-based Performance Prediction o..:

, In: Proceedings of the 2022 ACM/IEEE Workshop on Machine Learning for CAD,
Esmaeilzadeh, Hadi ; Ghodrati, Soroush ; Kahng, Andrew B.... - p. 119-126 , 2022
Link: https://dl.acm.org/doi/1..
 
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7

Physically Accurate Learning-based Performance Prediction o..:

, In: 2022 ACM/IEEE 4th Workshop on Machine Learning for CAD (MLCAD),
Esmaeilzadeh, Hadi ; Ghodrati, Soroush ; Kahng, Andrew B.... - p. 119-126 , 2022
Link: https://doi.org/10.1109/..
 
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8

Glimpse : mathematical embedding of hardware specificati..:

, In: Proceedings of the 59th ACM/IEEE Design Automation Conference,
Ahn, Byung Hoon ; Kinzer, Sean ; Esmaeilzadeh, Hadi - p. 1165-1170 , 2022
Link: https://dl.acm.org/doi/1..
 
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9

VeriGOOD-ML: An Open-Source Flow for Automated ML Hardware ..:

, In: 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD),
Esmaeilzadeh, Hadi ; Ghodrati, Soroush ; Gu, Jie... - p. 1-7 , 2021
Link: https://doi.org/10.1109/..
 
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10

Mixed-Signal Charge-Domain Acceleration of Deep Neural Netw..:

, In: Proceedings of the ACM International Conference on Parallel Architectures and Compilation Techniques,
Ghodrati, Soroush ; Sharma, Hardik ; Kinzer, Sean... - p. 399-411 , 2020
Link: https://dl.acm.org/doi/1..
 
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11

Planaria: Dynamic Architecture Fission for Spatial Multi-Te..:

, In: 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO),
Ghodrati, Soroush ; Ahn, Byung Hoon ; Kyung Kim, Joon... - p. 681-697 , 2020
Link: https://doi.org/10.1109/..
 
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12

An Open-Source ML-Based Full-Stack Optimization Framework f..:

Esmaeilzadeh, Hadi ; Ghodrati, Soroush ; Kahng, Andrew B...
http://arxiv.org/abs/2308.12120.  , 2023
Link: http://arxiv.org/abs/230..
 
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13

Domain-Specific Computational Storage for Serverless Comput..:

Mahapatra, Rohan ; Ghodrati, Soroush ; Ahn, Byung Hoon...
http://arxiv.org/abs/2303.03483.  , 2023
Link: http://arxiv.org/abs/230..
 
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14

Restoring the Broken Covenant Between Compilers and Deep Le..:

Kinzer, Sean ; Ghodrati, Soroush ; Mahapatra, Rohan...
http://arxiv.org/abs/2310.17912.  , 2023
Link: http://arxiv.org/abs/231..
 
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15

Polymorphic Compilation for Cross-Domain Acceleration:

Kinzer, Sean
qt1sp793td.  , 2023
Link: https://escholarship.org..
 
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