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Yanzhi Wang

SparCL: Sparse Continual Learning on the Edge


Sep 20, 2022
Zifeng Wang, Zheng Zhan, Yifan Gong, Geng Yuan, Wei Niu, Tong Jian, Bin Ren, Stratis Ioannidis, Yanzhi Wang, Jennifer Dy

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* Published at NeurIPS 2022 as a conference paper 
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PIM-QAT: Neural Network Quantization for Processing-In-Memory (PIM) Systems


Sep 18, 2022
Qing Jin, Zhiyu Chen, Jian Ren, Yanyu Li, Yanzhi Wang, Kaiyuan Yang

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* 25 pages, 12 figures, 8 tables 
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StereoVoxelNet: Real-Time Obstacle Detection Based on Occupancy Voxels from a Stereo Camera Using Deep Neural Networks


Sep 18, 2022
Hongyu Li, Zhengang Li, Neset Unver Akmandor, Huaizu Jiang, Yanzhi Wang, Taskin Padir

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Understanding Time Variations of DNN Inference in Autonomous Driving


Sep 12, 2022
Liangkai Liu, Yanzhi Wang, Weisong Shi

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* 14 pages, 17 figures, 10 tables 
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Survey: Exploiting Data Redundancy for Optimization of Deep Learning


Aug 29, 2022
Jou-An Chen, Wei Niu, Bin Ren, Yanzhi Wang, Xipeng Shen

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Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution


Jul 25, 2022
Yushu Wu, Yifan Gong, Pu Zhao, Yanyu Li, Zheng Zhan, Wei Niu, Hao Tang, Minghai Qin, Bin Ren, Yanzhi Wang

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Quantum Neural Network Compression


Jul 05, 2022
Zhirui Hu, Peiyan Dong, Zhepeng Wang, Youzuo Lin, Yanzhi Wang, Weiwen Jiang

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CoCoPIE XGen: A Full-Stack AI-Oriented Optimizing Framework


Jun 21, 2022
Xiaofeng Li, Bin Ren, Xipeng Shen, Yanzhi Wang

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Real-Time Portrait Stylization on the Edge


Jun 02, 2022
Yanyu Li, Xuan Shen, Geng Yuan, Jiexiong Guan, Wei Niu, Hao Tang, Bin Ren, Yanzhi Wang

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Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization


Jun 02, 2022
Yanyu Li, Pu Zhao, Geng Yuan, Xue Lin, Yanzhi Wang, Xin Chen

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