Yanyu Li - researchr alias

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Viewing Publication 1 - 28 from 28

2022

Automated deep learning-based wide-band receiverBahar Azari, Hai Cheng, Nasim Soltani, Haoqing Li, Yanyu Li, Mauro Belgiovine, Tales Imbiriba, Salvatore D'Oro, Tommaso Melodia, Yanzhi Wang, Pau Closas, Kaushik R. Chowdhury, Deniz Erdogmus. cn, 218:109367, 2022. [doi]

Hardware-efficient stochastic rounding unit design for DNN training: late breaking resultsSung-En Chang, Geng Yuan, Alec Lu, Mengshu Sun, Yanyu Li, Xiaolong Ma, Zhengang Li, Yanyue Xie, Minghai Qin, Xue Lin, Zhenman Fang, Yanzhi Wang. dac 2022: 1396-1397 [doi]

Real-Time Portrait Stylization on the EdgeYanyu Li, Xuan Shen, Geng Yuan, Jiexiong Guan, Wei Niu, Hao Tang 0005, Bin Ren, Yanzhi Wang. IJCAI 2022: 5928-5931 [doi]

Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme QuantizationZhengang Li, Mengshu Sun, Alec Lu, Haoyu Ma, Geng Yuan, Yanyue Xie, Hao Tang 0005, Yanyu Li, Miriam Leeser, Zhangyang Wang, Xue Lin, Zhenman Fang. fpl 2022: 109-116 [doi]

Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural ReparameterizationYanyu Li, Pu Zhao, Geng Yuan, Xue Lin, Yanzhi Wang, Xin Chen. IJCAI 2022: 3236-3242 [doi]

NN-key: A Neural Network-Based Secret Key for Demapping OFDM SymbolsNasim Soltani, Yanyu Li, Deniz Erdogmus, Yanzhi Wang, Kaushik R. Chowdhury. ccnc 2022: 847-852 [doi]

Neural Network-Based OFDM Receiver for Resource Constrained IoT DevicesNasim Soltani, Hai Cheng, Mauro Belgiovine, Yanyu Li, Haoqing Li, Bahar Azari, Salvatore D'Oro, Tales Imbiriba, Tommaso Melodia, Pau Closas, Yanzhi Wang, Deniz Erdogmus, Kaushik R. Chowdhury. iotm, 5(3):158-164, 2022. [doi]

FILM-QNN: Efficient FPGA Acceleration of Deep Neural Networks with Intra-Layer, Mixed-Precision QuantizationMengshu Sun, Zhengang Li, Alec Lu, Yanyu Li, Sung-En Chang, Xiaolong Ma, Xue Lin, Zhenman Fang. fpga 2022: 134-145 [doi]

FPGA-aware automatic acceleration framework for vision transformer with mixed-scheme quantization: late breaking resultsMengshu Sun, Zhengang Li, Alec Lu, Haoyu Ma, Geng Yuan, Yanyue Xie, Hao Tang, Yanyu Li, Miriam Leeser, Zhangyang Wang, Xue Lin, Zhenman Fang. dac 2022: 1394-1395 [doi]

Fault-Tolerant Deep Neural Networks for Processing-In-Memory based Autonomous Edge SystemsSiyue Wang, Geng Yuan, Xiaolong Ma, Yanyu Li, Xue Lin, Bhavya Kailkhura. date 2022: 424-429 [doi]

Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-ResolutionYushu Wu, Yifan Gong 0004, Pu Zhao, Yanyu Li, Zheng Zhan 0001, Wei Niu, Hao Tang 0005, Minghai Qin, Bin Ren, Yanzhi Wang. eccv 2022: 92-111 [doi]

You Already Have It: A Generator-Free Low-Precision DNN Training Framework Using Stochastic RoundingGeng Yuan, Sung-En Chang, Qing Jin, Alec Lu, Yanyu Li, Yushu Wu, Zhenglun Kong, Yanyue Xie, Peiyan Dong, Minghai Qin, Xiaolong Ma, Xulong Tang, Zhenman Fang, Yanzhi Wang. eccv 2022: 34-51 [doi]

Mobile or FPGA? A Comprehensive Evaluation on Energy Efficiency and a Unified Optimization FrameworkGeng Yuan, Peiyan Dong, Mengshu Sun, Wei Niu, Zhengang Li, Yuxuan Cai, Yanyu Li, Jun Liu, Weiwen Jiang, Xue Lin, Bin Ren, Xulong Tang, Yanzhi Wang. tecs, 21(5), September 2022. [doi]

2021

A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile DevicesYuxuan Cai, Geng Yuan, Hongjia Li, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang. AAAI 2021: 15997-16000 [doi]

YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-DesignYuxuan Cai, Hongjia Li, Geng Yuan, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang. AAAI 2021: 955-963 [doi]

RMSMP: A Novel Deep Neural Network Quantization Framework with Row-wise Mixed Schemes and Multiple PrecisionsSung-En Chang, Yanyu Li, Mengshu Sun, Weiwen Jiang, Sijia Liu 0001, Yanzhi Wang, Xue Lin. iccv 2021: 5231-5240 [doi]

Mix and Match: A Novel FPGA-Centric Deep Neural Network Quantization FrameworkSung-En Chang, Yanyu Li, Mengshu Sun, Runbin Shi, Hayden K. H. So, Xuehai Qian, Yanzhi Wang, Xue Lin. hpca 2021: 208-220 [doi]

NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile AccelerationZhengang Li, Geng Yuan, Wei Niu, Pu Zhao, Yanyu Li, Yuxuan Cai, Xuan Shen, Zheng Zhan 0001, Zhenglun Kong, Qing Jin, ZhiYu Chen, Sijia Liu 0001, Kaiyuan Yang, Bin Ren, Yanzhi Wang, Xue Lin. cvpr 2021: 14255-14266 [doi]

ATACdb: a comprehensive human chromatin accessibility databaseFan Wang, Xuefeng Bai, Yuezhu Wang, Yong Jiang, Bo Ai, Yong Zhang, Yuejuan Liu, Mingcong Xu, Qiuyu Wang, Xiaole Han, Qi Pan, Yanyu Li, Xuecang Li, Jian Zhang, Jun Zhao, Guorui Zhang, Chenchen Feng, Jiang Zhu, Chunquan Li 0002. nar, 49(Database-Issue), 2021. [doi]

2020

2019

2017

High Sensitivity Detection of CdSe/ZnS Quantum Dot-Labeled DNA Based on N-type Porous Silicon MicrocavitiesChangwu Lv, Zhenhong Jia, Jie Lv, Hongyan Zhang, Yanyu Li. sensors, 17(1):80, 2017. [doi]

2016

An Efficient VNE Algorithm via Preferentially Mapping Important NodesYanyu Li, Yunchun Li, Min Shu, Jiqiang Tang, Yigang Peng. lcn 2016: 34-41 [doi]

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