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Manasi, Susmita Dey
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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

Reusing GEMM Hardware for Efficient Execution of Depthwise ..:

, In: Proceedings of the 28th Asia and South Pacific Design Automation Conference,
Manasi, Susmita Dey ; Banerjee, Suvadeep ; Davare, Abhijit... - p. 475-482 , 2023
Link: https://dl.acm.org/doi/1..
 
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3

A Unified Engine for Accelerating GNN Weighting/Aggregation..:

Mondal, Sudipta ; Manasi, Susmita Dey ; Kunal, Kishor...
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.  42 (2023)  12 - p. 4844-4857 , 2023
Link: https://doi.org/10.1109/..
 
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4

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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5

GNNIE : GNN inference engine with load-balancing and gra..:

, In: Proceedings of the 59th ACM/IEEE Design Automation Conference,
Mondal, Sudipta ; Manasi, Susmita Dey ; Kunal, Kishor.. - p. 565-570 , 2022
Link: https://dl.acm.org/doi/1..
 
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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

Fast and Efficient Constraint Evaluation of Analog Layout U..:

, In: Proceedings of the 26th Asia and South Pacific Design Automation Conference,
Dhar, Tonmoy ; Poojary, Jitesh ; Li, Yaguang... - p. 158-163 , 2021
Link: https://dl.acm.org/doi/1..
 
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8

DeepOpt : Optimized Scheduling of CNN Workloads for ASIC..:

, In: Proceedings of the 26th Asia and South Pacific Design Automation Conference,
Manasi, Susmita Dey ; Sapatnekar, Sachin S. - p. 235-241 , 2021
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

NeuPart: Using Analytical Models to Drive Energy-Efficient ..:

Manasi, Susmita Dey ; Snigdha, Farhana Sharmin ; Sapatnekar, Sachin S.
IEEE Transactions on Very Large Scale Integration (VLSI) Systems.  28 (2020)  8 - p. 1844-1857 , 2020
Link: https://doi.org/10.1109/..
 
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11

SeFAct : selective feature activation and early classifi..:

, In: Proceedings of the 24th Asia and South Pacific Design Automation Conference,
Snigdha, Farhana Sharmin ; Ahmed, Ibrahim ; Manasi, Susmita Dey... - p. 487-492 , 2019
Link: https://dl.acm.org/doi/1..
 
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12

Skewed Straintronic Magnetotunneling-Junction-Based Ternary..:

Manasi, Susmita Dey ; Al-Rashid, Md Mamun ; Atulasimha, Jayasimha..
IEEE Transactions on Electron Devices.  64 (2017)  7 - p. 2835-2841 , 2017
Link: https://doi.org/10.1109/..
 
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13

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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14

Performance Analysis of DNN Inference/Training with Convolu..:

Esmaeilzadeh, Hadi ; Ghodrati, Soroush ; Kahng, Andrew B...
http://arxiv.org/abs/2306.16767.  , 2023
Link: http://arxiv.org/abs/230..
 
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15

GNNIE: GNN Inference Engine with Load-balancing and Graph-S..:

Mondal, Sudipta ; Manasi, Susmita Dey ; Kunal, Kishor..
http://arxiv.org/abs/2105.10554.  , 2021
Link: http://arxiv.org/abs/210..
 
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