Search Results - "YU CUNXI" :: K.UTB vyhledávací portál | TBU Library Retrieval Portal

Accelerating Exact Combinatorial Optimization via RL-based Initialization -- A Case Study in Scheduling

Accelerating Exact Combinatorial Optimization via RL-based Initialization -- A Case Study in Scheduling

by Yin, Jiaqi, Yu, Cunxi
Year of Publication 19.08.2023

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Journal Article

Decision Making in Synthesis cross Technologies using LSTMs and Transfer Learning

Decision Making in Synthesis cross Technologies using LSTMs and Transfer Learning

by Yu, Cunxi, Zhou, Wang
Published in 2020 ACM/IEEE 2nd Workshop on Machine Learning for CAD (MLCAD) (16.11.2020)

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Conference Proceeding

$Digitized Phase Change Material Heterostack for Diffractive Optical Neural Network$

Digitized Phase Change Material Heterostack for Diffractive Optical Neural Network

by Chen, Ruiyang, Yu, Cunxi, Gao, Weilu
Year of Publication 02.08.2024

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Journal Article

Exact Memory- and Communication-aware Scheduling of DNNs on Pipelined Edge TPUs

Exact Memory- and Communication-aware Scheduling of DNNs on Pipelined Edge TPUs

by Yin, Jiaqi, Zhang, Zhiru, Yu, Cunxi
Published in 2022 IEEE/ACM 7th Symposium on Edge Computing (SEC) (01.12.2022)

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Conference Proceeding

Rubik's Optical Neural Networks: Multi-task Learning with Physics-aware Rotation Architecture

Rubik's Optical Neural Networks: Multi-task Learning with Physics-aware Rotation Architecture

by Li, Yingjie, Gao, Weilu, Yu, Cunxi
Year of Publication 25.04.2023

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Journal Article

DIFFRACTIVE DEEP NEURAL NETWORKS WITH HARDWARE-SOFTWARE CO-DESIGN

DIFFRACTIVE DEEP NEURAL NETWORKS WITH HARDWARE-SOFTWARE CO-DESIGN

by Gao, Weilu, Yu, Cunxi
Year of Publication 09.11.2023

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Patent

MapTune: Advancing ASIC Technology Mapping via Reinforcement Learning Guided Library Tuning

MapTune: Advancing ASIC Technology Mapping via Reinforcement Learning Guided Library Tuning

by Liu, Mingju, Robinson, Daniel, Li, Yingjie, Yu, Cunxi
Year of Publication 25.07.2024

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Journal Article

Differentiable Combinatorial Scheduling at Scale

Differentiable Combinatorial Scheduling at Scale

by Liu, Mingju, Li, Yingjie, Yin, Jiaqi, Zhang, Zhiru, Yu, Cunxi
Year of Publication 05.06.2024

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Journal Article

Accelerating Exact Combinatorial Optimization via RL-based Initialization -- A Case Study in Scheduling

Accelerating Exact Combinatorial Optimization via RL-based Initialization -- A Case Study in Scheduling

by Yin, Jiaqi, Yu, Cunxi
Published in arXiv.org (19.08.2023)

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Paper

Painting on PIacement: Forecasting Routing Congestion using Conditional Generative Adversarial Nets

Painting on PIacement: Forecasting Routing Congestion using Conditional Generative Adversarial Nets

by Yu, Cunxi, Zhang, Zhiru
Published in 2019 56th ACM/IEEE Design Automation Conference (DAC) (01.06.2019)

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Conference Proceeding

IMpress: Large Integer Multiplication Expression Rewriting for FPGA HLS

IMpress: Large Integer Multiplication Expression Rewriting for FPGA HLS

by Ustun, Ecenur, San, Ismail, Yin, Jiaqi, Yu, Cunxi, Zhang, Zhiru
Published in 2022 IEEE 30th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM) (15.05.2022)

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Conference Proceeding

Painting on Placement: Forecasting Routing Congestion using Conditional Generative Adversarial Nets

Painting on Placement: Forecasting Routing Congestion using Conditional Generative Adversarial Nets

by Yu, Cunxi, Zhang, Zhiru
Year of Publication 15.04.2019

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Journal Article

BoolGebra: Attributed Graph-learning for Boolean Algebraic Manipulation

BoolGebra: Attributed Graph-learning for Boolean Algebraic Manipulation

by Li, Yingjie, Agnesina, Anthony, Zhang, Yanqing, Ren, Haoxing, Yu, Cunxi
Year of Publication 19.01.2024

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Journal Article

Verilog-to-PyG -- A Framework for Graph Learning and Augmentation on RTL Designs

Verilog-to-PyG -- A Framework for Graph Learning and Augmentation on RTL Designs

by Li, Yingjie, Liu, Mingju, Mishchenko, Alan, Yu, Cunxi
Year of Publication 09.11.2023

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Journal Article

DAG-aware Synthesis Orchestration

DAG-aware Synthesis Orchestration

by Li, Yingjie, Liu, Mingju, Ren, Mark, Mishchenko, Alan, Yu, Cunxi
Year of Publication 11.10.2023

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Journal Article

LAMDA: Learning-Assisted Multi-stage Autotuning for FPGA Design Closure

LAMDA: Learning-Assisted Multi-stage Autotuning for FPGA Design Closure

by Ustun, Ecenur, Xiang, Shaojie, Gui, Jinny, Yu, Cunxi, Zhang, Zhiru
Published in 2019 IEEE 27th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM) (01.04.2019)

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Conference Proceeding

Performance Estimation of Synthesis Flows cross Technologies using LSTMs and Transfer Learning

Performance Estimation of Synthesis Flows cross Technologies using LSTMs and Transfer Learning

by Yu, Cunxi, Zhou, Wang
Year of Publication 14.11.2018

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Journal Article

Algorithmic Obfuscation over GF($2^m$)

Algorithmic Obfuscation over GF($2^m$)

by Yu, Cunxi, Holcomb, Daniel
Year of Publication 17.09.2018

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Journal Article

$Complex-valued Reconfigurable Diffractive Optical Neural Networks using Cost-effective Spatial Light Modulators$

Complex-valued Reconfigurable Diffractive Optical Neural Networks using Cost-effective Spatial Light Modulators

by Chen, Ruiyang, Li, Yingjie, Lou, Minhan, Yu, Cunxi, Gao, Weilu
Published in 2022 Conference on Lasers and Electro-Optics (CLEO) (01.05.2022)

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Conference Proceeding

Graphene Optoelectronic Artificial Intelligence Accelerators

Graphene Optoelectronic Artificial Intelligence Accelerators

by Gao, Weilu, Yu, Cunxi, Chen, Ruiyang
Published in 2021 Conference on Lasers and Electro-Optics (CLEO) (01.05.2021)

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Conference Proceeding

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