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Dai, Steve
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1

Survey of Machine Learning for Software-assisted Hardware D..:

Wu, Nan ; Li, Yingjie ; Yang, Hang...
ACM Transactions on Design Automation of Electronic Systems.  29 (2024)  4 - p. 1-42 , 2024
Link: https://doi.org/10.1145/..
 
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2

Gamora: Graph Learning based Symbolic Reasoning for Large-S..:

, In: 2023 60th ACM/IEEE Design Automation Conference (DAC),
Wu, Nan ; Li, Yingjie ; Hao, Cong... - p. 1-6 , 2023
Link: https://doi.org/10.1109/..
 
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3

Efficient Transformer Inference with Statically Structured ..:

, In: 2023 60th ACM/IEEE Design Automation Conference (DAC),
Dai, Steve ; Genc, Hasan ; Venkatesan, Rangharajan. - p. 1-6 , 2023
Link: https://doi.org/10.1109/..
 
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4

A 95.6-TOPS/W Deep Learning Inference Accelerator With Per-..:

Keller, Ben ; Venkatesan, Rangharajan ; Dai, Steve...
IEEE Journal of Solid-State Circuits.  58 (2023)  4 - p. 1129-1141 , 2023
Link: https://doi.org/10.1109/..
 
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5

LNS-Madam: Low-Precision Training in Logarithmic Number Sys..:

Zhao, Jiawei ; Dai, Steve ; Venkatesan, Rangharajan...
IEEE Transactions on Computers.  71 (2022)  12 - p. 3179-3190 , 2022
Link: https://doi.org/10.1109/..
 
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6

A 17–95.6 TOPS/W Deep Learning Inference Accelerator with P..:

, In: 2022 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits),
Keller, Ben ; Venkatesan, Rangharajan ; Dai, Steve... - p. 16-17 , 2022
Link: https://doi.org/10.1109/..
 
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7

Clockwork: Resource-Efficient Static Scheduling for Multi-R..:

, In: The 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays,
Huff, Dillon ; Dai, Steve ; Hanrahan, Pat - p. 145-146 , 2021
Link: https://dl.acm.org/doi/1..
 
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8

Accelerating Chip Design With Machine Learning:

Khailany, Brucek ; Ren, Haoxing ; Dai, Steve...
IEEE Micro.  40 (2020)  6 - p. 23-32 , 2020
Link: https://doi.org/10.1109/..
 
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9

Evaluating Celerity: A 16-nm 695 Giga-RISC-V Instructions/s..:

Rovinski, Austin ; Veluri, Bandhav ; Rao, Anuj...
IEEE Solid-State Circuits Letters.  2 (2019)  12 - p. 289-292 , 2019
Link: https://doi.org/10.1109/..
 
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10

Phase transition and energy storage behavior of antiferroel..:

Gao, Min ; Tang, Xiao ; Leung, Chung Ming...
Journal of the American Ceramic Society.  102 (2019)  9 - p. 5180-5191 , 2019
Link: https://doi.org/10.1111/..
 
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11

Depth dependent ferroelectric to incommensurate/commensurat..:

Gao, Min ; Tang, Xiao ; Dai, Steve..
Applied Physics Letters.  115 (2019)  7 - p. , 2019
Link: https://doi.org/10.1063/..
 
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12

Improving Scalability of Exact Modulo Scheduling with Speci..:

, In: Proceedings of the 56th Annual Design Automation Conference 2019,
Dai, Steve ; Zhang, Zhiru - p. 1-6 , 2019
Link: https://dl.acm.org/doi/1..
 
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13

MAGNet: A Modular Accelerator Generator for Neural Networks:

, In: 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD),
Venkatesan, Rangharajan ; Raina, Priyanka ; Zhang, Yanqing... - p. 1-8 , 2019
Link: https://doi.org/10.1109/..
 
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14

The Celerity Open-Source 511-Core RISC-V Tiered Accelerator..:

Davidson, Scott ; Xie, Shaolin ; Torng, Christopher...
IEEE Micro.  38 (2018)  2 - p. 30-41 , 2018
Link: https://doi.org/10.1109/..
 
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15

A Scalable Approach to Exact Resource-Constrained Schedulin..:

, In: Proceedings of the 2018 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays,
Dai, Steve ; Liu, Gai ; Zhang, Zhiru - p. 137-146 , 2018
Link: https://dl.acm.org/doi/1..
 
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