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Ye Lu

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Northwestern University, Evanston, USA

Statistical Parameterized Physics-Based Machine Learning Digital Twin Models for Laser Powder Bed Fusion Process

Nov 14, 2023
Yangfan Li, Satyajit Mojumder, Ye Lu, Abdullah Al Amin, Jiachen Guo, Xiaoyu Xie, Wei Chen, Gregory J. Wagner, Jian Cao, Wing Kam Liu

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AutoQNN: An End-to-End Framework for Automatically Quantizing Neural Networks

Apr 07, 2023
Cheng Gong, Ye Lu, Surong Dai, Deng Qian, Chenkun Du, Tao Li

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Human-Aware Robot Navigation via Reinforcement Learning with Hindsight Experience Replay and Curriculum Learning

Oct 09, 2021
Keyu Li, Ye Lu, Max Q. -H. Meng

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Elastic Significant Bit Quantization and Acceleration for Deep Neural Networks

Sep 08, 2021
Cheng Gong, Ye Lu, Kunpeng Xie, Zongming Jin, Tao Li, Yanzhi Wang

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HiDeNN-PGD: reduced-order hierarchical deep learning neural networks

May 13, 2021
Lei Zhang, Ye Lu, Shaoqiang Tang, Wing Kam Liu

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EADNet: Efficient Asymmetric Dilated Network for Semantic Segmentation

Mar 16, 2021
Qihang Yang, Tao Chen, Jiayuan Fan, Ye Lu, Chongyan Zuo, Qinghua Chi

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VecQ: Minimal Loss DNN Model Compression With Vectorized Weight Quantization

Jun 10, 2020
Cheng Gong, Yao Chen, Ye Lu, Tao Li, Cong Hao, Deming Chen

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