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Publications of "Yanzhi Wang" ( http://dblp.L3S.de/Authors/Yanzhi_Wang )

  Author page on DBLP  Author page in RDF  Community of Yanzhi Wang in ASPL-2

Publication years (Num. hits)
2010-2012 (24) 2013 (27) 2014 (38) 2015 (22) 2016 (28) 2017 (40) 2018 (60) 2019 (49)
Publication types (Num. hits)
article(95) inproceedings(193)
Venues (Conferences, Journals, ...)
CoRR(57) DATE(18) ISLPED(16) ASP-DAC(15) ACM Great Lakes Symposium on V...(14) ISQED(14) ICCAD(10) ICCD(10) DAC(9) ISVLSI(8) IEEE Trans. on CAD of Integrat...(7) CODES+ISSS(5) Integration(4) ISGT(4) ASPLOS(3) CLOUD(3) More (+10 of total 82)
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Found 289 publication records. Showing 288 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Ji Li 0006, Zihao Yuan, Zhe Li 0001, Ao Ren, Caiwen Ding, Jeffrey Draper, Shahin Nazarian, Qinru Qiu, Bo Yuan 0001, Yanzhi Wang Normalization and dropout for stochastic computing-based deep convolutional neural networks. Search on Bibsonomy Integration The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Zhe Li 0001, Ji Li 0006, Ao Ren, Ruizhe Cai, Caiwen Ding, Xuehai Qian, Jeffrey Draper, Bo Yuan 0001, Jian Tang 0008, Qinru Qiu, Yanzhi Wang HEIF: Highly Efficient Stochastic Computing-Based Inference Framework for Deep Neural Networks. Search on Bibsonomy IEEE Trans. on CAD of Integrated Circuits and Systems The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Zhiyuan Xu, Jian Tang 0008, Chengxiang Yin, Yanzhi Wang, Guoliang Xue Experience-Driven Congestion Control: When Multi-Path TCP Meets Deep Reinforcement Learning. Search on Bibsonomy IEEE Journal on Selected Areas in Communications The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Fu-Ming Guo, Sijia Liu 0001, Finlay S. Mungall, Xue Lin, Yanzhi Wang Reweighted Proximal Pruning for Large-Scale Language Representation. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Siyu Liao, Zhe Li 0001, Liang Zhao, Qinru Qiu, Yanzhi Wang, Bo Yuan 0001 CircConv: A Structured Convolution with Low Complexity. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Xiao Wang, Siyue Wang, Pin-Yu Chen, Yanzhi Wang, Brian Kulis, Xue Lin, Sang Peter Chin Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Xiaolong Ma, Fu-Ming Guo, Wei Niu, Xue Lin, Jian Tang 0008, Kaisheng Ma, Bin Ren, Yanzhi Wang PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-time Execution on Mobile Devices. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Ruizhe Cai, Ao Ren, Olivia Chen, Ning Liu 0007, Caiwen Ding, Xuehai Qian, Jie Han 0001, Wenhui Luo, Nobuyuki Yoshikawa, Yanzhi Wang A Stochastic-Computing based Deep Learning Framework using Adiabatic Quantum-Flux-Parametron SuperconductingTechnology. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Pu Zhao, Siyue Wang, Cheng Gongye, Yanzhi Wang, Yunsi Fei, Xue Lin Fault Sneaking Attack: a Stealthy Framework for Misleading Deep Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Yanzhi Wang, Shaokai Ye, Zhezhi He, Xiaolong Ma, Linfeng Zhang, Sheng Lin, Geng Yuan, Sia Huat Tan, Zhengang Li, Deliang Fan, Xuehai Qian, Xue Lin, Kaisheng Ma Non-structured DNN Weight Pruning Considered Harmful. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Ning Liu 0007, Xiaolong Ma, Zhiyuan Xu, Yanzhi Wang, Jian Tang 0008, Jieping Ye AutoSlim: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Xiaolong Ma, Geng Yuan, Sheng Lin, Caiwen Ding, Fuxun Yu, Tao Liu 0023, Wujie Wen, Xiang Chen, Yanzhi Wang Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Wei Niu, Xiaolong Ma, Yanzhi Wang, Bin Ren 26ms Inference Time for ResNet-50: Towards Real-Time Execution of all DNNs on Smartphone. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Sheng Lin, Xiaolong Ma, Shaokai Ye, Geng Yuan, Kaisheng Ma, Yanzhi Wang Toward Extremely Low Bit and Lossless Accuracy in DNNs with Progressive ADMM. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Fuxun Yu, Zhuwei Qin, Chenchen Liu, Liang Zhao 0002, Yanzhi Wang, Xiang Chen 0010 Interpreting and Evaluating Neural Network Robustness. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Shaokai Ye, Kaidi Xu, Sijia Liu 0001, Hao Cheng, Jan-Henrik Lambrechts, Huan Zhang, Aojun Zhou, Kaisheng Ma, Yanzhi Wang, Xue Lin Second Rethinking of Network Pruning in the Adversarial Setting. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Caiwen Ding, Shuo Wang, Ning Liu, Kaidi Xu, Yanzhi Wang, Yun Liang 0001 REQ-YOLO: A Resource-Aware, Efficient Quantization Framework for Object Detection on FPGAs. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Zihao Liu, Xiaowei Xu, Tao Liu 0023, Qi Liu, Yanzhi Wang, Yiyu Shi, Wujie Wen, Meiping Huang, Haiyun Yuan, Jian Zhuang Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Shaokai Ye, Sia Huat Tan, Kaidi Xu, Yanzhi Wang, Chenglong Bao, Kaisheng Ma Brain-inspired reverse adversarial examples. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Hao Tang 0005, Dan Xu 0002, Nicu Sebe, Yanzhi Wang, Jason J. Corso, Yan Yan 0002 Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Xiaolong Ma, Geng Yuan, Sheng Lin, Zhengang Li, Hao Sun, Yanzhi Wang ResNet Can Be Pruned 60x: Introducing Network Purification and Unused Path Removal (P-RM) after Weight Pruning. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Adnan Siraj Rakin, Zhezhi He, Li Yang, Yanzhi Wang, Liqiang Wang, Deliang Fan Robust Sparse Regularization: Simultaneously Optimizing Neural Network Robustness and Compactness. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Shaokai Ye, Xiaoyu Feng, Tianyun Zhang, Xiaolong Ma, Sheng Lin, Zhengang Li, Kaidi Xu, Wujie Wen, Sijia Liu 0001, Jian Tang 0008, Makan Fardad, Xue Lin, Yongpan Liu, Yanzhi Wang Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Geng Yuan, Xiaolong Ma, Caiwen Ding, Sheng Lin, Tianyun Zhang, Zeinab S. Jalali, Yilong Zhao, Li Jiang, Sucheta Soundarajan, Yanzhi Wang An Ultra-Efficient Memristor-Based DNN Framework with Structured Weight Pruning and Quantization Using ADMM. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Siyu Liao, Yi Xie, Xue Lin, Yanzhi Wang, Min Zhang, Bo Yuan 0001 Reduced-Complexity Deep Neural Networks Design Using Multi-Level Compression. Search on Bibsonomy T-SUSC The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Ruizhe Cai, Xiaolong Ma, Olivia Chen, Ao Ren, Ning Liu, Nobuyuki Yoshikawa, Yanzhi Wang IDE Development, Logic Synthesis and Buffer/Splitter Insertion Framework for Adiabatic Quantum-Flux-Parametron Superconducting Circuits. Search on Bibsonomy ISVLSI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Caiwen Ding, Shuo Wang, Ning Liu 0007, Kaidi Xu, Yanzhi Wang, Yun Liang 0001 REQ-YOLO: A Resource-Aware, Efficient Quantization Framework for Object Detection on FPGAs. Search on Bibsonomy FPGA The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Zhe Li 0001, Caiwen Ding, Siyue Wang, Wujie Wen, Youwei Zhuo, Chang Liu, Qinru Qiu, Wenyao Xu, Xue Lin, Xuehai Qian, Yanzhi Wang E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs. Search on Bibsonomy HPCA The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Tao Liu 0023, Nuo Xu, Qi Liu, Yanzhi Wang, Wujie Wen A system-level perspective to understand the vulnerability of deep learning systems. Search on Bibsonomy ASP-DAC The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Pu Zhao, Kaidi Xu, Sijia Liu 0001, Yanzhi Wang, Xue Lin ADMM attack: an enhanced adversarial attack for deep neural networks with undetectable distortions. Search on Bibsonomy ASP-DAC The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Majid Sabbagh, Cheng Gongye, Yunsi Fei, Yanzhi Wang Evaluating Fault Resiliency of Compressed Deep Neural Networks. Search on Bibsonomy ICESS The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Zhe Li 0001, Xiaolong Ma, Ji Li, Qinru Qiu, Yanzhi Wang Efficient Cloud Resource Management using Neuromorphic Modeling and Prediction for Virtual Machine Resource Utilization. Search on Bibsonomy ICESS The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Yanzhi Wang, Zheng Zhan 0001, Liang Zhao, Jian Tang 0008, Siyue Wang, Jiayu Li, Bo Yuan 0001, Wujie Wen, Xue Lin Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks. Search on Bibsonomy AAAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Jinshan Yue, Ruoyang Liu, Wenyu Sun, Zhe Yuan, Zhibo Wang, Yung-Ning Tu, Yi-Ju Chen, Ao Ren, Yanzhi Wang, Meng-Fan Chang, Xueqing Li, Huazhong Yang, Yongpan Liu A 65nm 0.39-to-140.3TOPS/W 1-to-12b Unified Neural Network Processor Using Block-Circulant-Enabled Transpose-Domain Acceleration with 8.1 × Higher TOPS/mm2and 6T HBST-TRAM-Based 2D Data-Reuse Architecture. Search on Bibsonomy ISSCC The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Geng Yuan, Xiaolong Ma, Caiwen Ding, Sheng Lin, Tianyun Zhang, Zeinab S. Jalali, Yilong Zhao, Li Jiang, Sucheta Soundarajan, Yanzhi Wang An Ultra-Efficient Memristor-Based DNN Framework with Structured Weight Pruning and Quantization Using ADMM. Search on Bibsonomy ISLPED The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Zihao Liu, Xiaowei Xu, Tao Liu, Qi Liu, Yanzhi Wang, Yiyu Shi, Wujie Wen, Meiping Huang, Haiyun Yuan, Jian Zhuang Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds. Search on Bibsonomy CVPR The full citation details ... 2019 DBLP  BibTeX  RDF
1Zihao Liu, Qi Liu, Tao Liu, Nuo Xu, Xue Lin, Yanzhi Wang, Wujie Wen Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples. Search on Bibsonomy CVPR The full citation details ... 2019 DBLP  BibTeX  RDF
1Hao Tang, Dan Xu 0002, Nicu Sebe, Yanzhi Wang, Jason J. Corso, Yan Yan 0002 Multi-Channel Attention Selection GAN With Cascaded Semantic Guidance for Cross-View Image Translation. Search on Bibsonomy CVPR The full citation details ... 2019 DBLP  BibTeX  RDF
1Ruizhe Cai, Olivia Chen, Ao Ren, Ning Liu 0007, Caiwen Ding, Nobuyuki Yoshikawa, Yanzhi Wang A Majority Logic Synthesis Framework for Adiabatic Quantum-Flux-Parametron Superconducting Circuits. Search on Bibsonomy ACM Great Lakes Symposium on VLSI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Mengshu Sun, Pu Zhao, Yanzhi Wang, Naehyuck Chang, Xue Lin HSIM-DNN: Hardware Simulator for Computation-, Storage- and Power-Efficient Deep Neural Networks. Search on Bibsonomy ACM Great Lakes Symposium on VLSI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Hongjia Li, Ning Liu 0007, Xiaolong Ma, Sheng Lin, Shaokai Ye, Tianyun Zhang, Xue Lin, Wenyao Xu, Yanzhi Wang ADMM-based Weight Pruning for Real-Time Deep Learning Acceleration on Mobile Devices. Search on Bibsonomy ACM Great Lakes Symposium on VLSI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Haowen Fang, Amar Shrestha, Ziyi Zhao, Yanzhi Wang, Qinru Qiu A General Framework to Map Neural Networks onto Neuromorphic Processor. Search on Bibsonomy ISQED The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Kaidi Xu, Sijia Liu 0001, Pu Zhao, Pin-Yu Chen, Huan Zhang, Quanfu Fan, Deniz Erdogmus, Yanzhi Wang, Xue Lin Structured Adversarial Attack: Towards General Implementation and Better Interpretability. Search on Bibsonomy ICLR (Poster) The full citation details ... 2019 DBLP  BibTeX  RDF
1Ruizhe Cai, Ao Ren, Olivia Chen, Ning Liu 0007, Caiwen Ding, Xuehai Qian, Jie Han 0001, Wenhui Luo, Nobuyuki Yoshikawa, Yanzhi Wang A stochastic-computing based deep learning framework using adiabatic quantum-flux-parametron superconducting technology. Search on Bibsonomy ISCA The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Xiao Wang, Siyue Wang, Pin-Yu Chen, Yanzhi Wang, Brian Kulis, Xue Lin, Sang Peter Chin Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses. Search on Bibsonomy IJCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Fuxun Yu, Zhuwei Qin, Chenchen Liu, Liang Zhao 0002, Yanzhi Wang, Xiang Chen 0010 Interpreting and Evaluating Neural Network Robustness. Search on Bibsonomy IJCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Ao Ren, Tianyun Zhang, Shaokai Ye, Jiayu Li, Wenyao Xu, Xuehai Qian, Xue Lin, Yanzhi Wang ADMM-NN: An Algorithm-Hardware Co-Design Framework of DNNs Using Alternating Direction Methods of Multipliers. Search on Bibsonomy ASPLOS The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Tao Liu 0023, Wujie Wen, Lei Jiang 0001, Yanzhi Wang, Chengmo Yang, Gang Quan A Fault-Tolerant Neural Network Architecture. Search on Bibsonomy DAC The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Pu Zhao, Siyue Wang, Cheng Gongye, Yanzhi Wang, Yunsi Fei, Xue Lin Fault Sneaking Attack: a Stealthy Framework for Misleading Deep Neural Networks. Search on Bibsonomy DAC The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Jaemin Kim, Donkyu Baek, Caiwen Ding, Sheng Lin, Donghwa Shin, Xue Lin, Yanzhi Wang, Youngjin Cho, Sang Hyun Park, Naehyuck Chang Dynamic Reconfiguration of Thermoelectric Generators for Vehicle Radiators Energy Harvesting Under Location-Dependent Temperature Variations. Search on Bibsonomy IEEE Trans. VLSI Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Tiansong Cui, Ji Li 0006, Yanzhi Wang, Shahin Nazarian, Massoud Pedram An Exploration of Applying Gate-Length-Biasing Techniques to Deeply-Scaled FinFETs Operating in Multiple Voltage Regimes. Search on Bibsonomy IEEE Trans. Emerging Topics Comput. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Yidong Liu, Siting Liu, Yanzhi Wang, Fabrizio Lombardi, Jie Han 0001 A Stochastic Computational Multi-Layer Perceptron with Backward Propagation. Search on Bibsonomy IEEE Trans. Computers The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Qi Liu, Tao Liu 0023, Zihao Liu, Yanzhi Wang, Yier Jin, Wujie Wen Security Analysis and Enhancement of Model Compressed Deep Learning Systems under Adversarial Attacks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Tianyun Zhang, Shaokai Ye, Yipeng Zhang, Yanzhi Wang, Makan Fardad Systematic Weight Pruning of DNNs using Alternating Direction Method of Multipliers. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Fuxun Yu, Chenchen Liu, Yanzhi Wang, Liang Zhao, Xiang Chen 0010 Interpreting Adversarial Robustness: A View from Decision Surface in Input Space. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Yanzhi Wang, Caiwen Ding, Zhe Li 0001, Geng Yuan, Siyu Liao, Xiaolong Ma, Bo Yuan 0001, Xuehai Qian, Jian Tang 0008, Qinru Qiu, Xue Lin Towards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Zihao Liu, Qi Liu, Tao Liu 0023, Yanzhi Wang, Wujie Wen Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Zhe Li 0001, Caiwen Ding, Siyue Wang, Wujie Wen, Youwei Zhuo, Chang Liu, Qinru Qiu, Wenyao Xu, Xue Lin, Xuehai Qian, Yanzhi Wang E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Chengxiang Yin, Jian Tang 0008, Zhiyuan Xu, Yanzhi Wang Adversarial Meta-Learning. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Caiwen Ding, Ao Ren, Geng Yuan, Xiaolong Ma, Jiayu Li, Ning Liu 0007, Bo Yuan 0001, Yanzhi Wang Structured Weight Matrices-Based Hardware Accelerators in Deep Neural Networks: FPGAs and ASICs. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Zihao Liu, Tao Liu 0023, Wujie Wen, Lei Jiang 0001, Jie Xu, Yanzhi Wang, Gang Quan DeepN-JPEG: A Deep Neural Network Favorable JPEG-based Image Compression Framework. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Ning Liu 0007, Ying Liu, Brent Logan, Zhiyuan Xu, Jian Tang 0008, Yanzhi Wang Deep Reinforcement Learning for Dynamic Treatment Regimes on Medical Registry Data. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Zhe Li 0001, Ji Li 0006, Ao Ren, Caiwen Ding, Jeffrey Draper, Qinru Qiu, Bo Yuan 0001, Yanzhi Wang Towards Budget-Driven Hardware Optimization for Deep Convolutional Neural Networks using Stochastic Computing. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Fuxun Yu, Zirui Xu, Yanzhi Wang, Chenchen Liu, Xiang Chen 0010 Towards Robust Training of Neural Networks by Regularizing Adversarial Gradients. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Ao Ren, Tianyun Zhang, Shaokai Ye, Jiayu Li, Wenyao Xu, Xuehai Qian, Xue Lin, Yanzhi Wang ADMM-NN: An Algorithm-Hardware Co-Design Framework of DNNs Using Alternating Direction Method of Multipliers. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Pu Zhao, Sijia Liu 0001, Yanzhi Wang, Xue Lin An ADMM-Based Universal Framework for Adversarial Attacks on Deep Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Ruizhe Cai, Ao Ren, Ning Liu 0007, Caiwen Ding, Luhao Wang, Xuehai Qian, Massoud Pedram, Yanzhi Wang VIBNN: Hardware Acceleration of Bayesian Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Xiaolong Ma, Yipeng Zhang, Geng Yuan, Ao Ren, Zhe Li 0001, Jie Han 0001, Jingtong Hu, Yanzhi Wang An Area and Energy Efficient Design of Domain-Wall Memory-Based Deep Convolutional Neural Networks using Stochastic Computing. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Yanzhi Wang, Zheng Zhan 0001, Jiayu Li, Jian Tang 0008, Bo Yuan 0001, Liang Zhao, Wujie Wen, Siyue Wang, Xue Lin On the Universal Approximation Property and Equivalence of Stochastic Computing-based Neural Networks and Binary Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Zhiyuan Xu, Jian Tang 0008, Jingsong Meng, Weiyi Zhang, Yanzhi Wang, Chi Harold Liu, Dejun Yang Experience-driven Networking: A Deep Reinforcement Learning based Approach. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Tianyun Zhang, Kaiqi Zhang, Shaokai Ye, Jiayu Li, Jian Tang 0008, Wujie Wen, Xue Lin, Makan Fardad, Yanzhi Wang ADAM-ADMM: A Unified, Systematic Framework of Structured Weight Pruning for DNNs. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Shaokai Ye, Tianyun Zhang, Kaiqi Zhang, Jiayu Li, Jiaming Xie, Yun Liang 0001, Sijia Liu 0001, Xue Lin, Yanzhi Wang A Unified Framework of DNN Weight Pruning and Weight Clustering/Quantization Using ADMM. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Shaokai Ye, Tianyun Zhang, Kaiqi Zhang, Jiayu Li, Kaidi Xu, Yunfei Yang, Fuxun Yu, Jian Tang 0008, Makan Fardad, Sijia Liu 0001, Xiang Chen 0010, Xue Lin, Yanzhi Wang Progressive Weight Pruning of Deep Neural Networks using ADMM. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Ao Ren, Sijia Liu 0001, Ruizhe Cai, Wujie Wen, Pramod K. Varshney, Yanzhi Wang Algorithm-Hardware Co-Optimization of the Memristor-Based Framework for Solving SOCP and Homogeneous QCQP Problems. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Kaidi Xu, Sijia Liu 0001, Pu Zhao, Pin-Yu Chen, Huan Zhang, Deniz Erdogmus, Yanzhi Wang, Xue Lin Structured Adversarial Attack: Towards General Implementation and Better Interpretability. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Teng Li, Zhiyuan Xu, Jian Tang 0008, Yanzhi Wang Model-Free Control for Distributed Stream Data Processing using Deep Reinforcement Learning. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Zhe Li 0001, Shuo Wang, Caiwen Ding, Qinru Qiu, Yanzhi Wang, Yun Liang 0001 Efficient Recurrent Neural Networks using Structured Matrices in FPGAs. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Shuo Wang, Zhe Li 0001, Caiwen Ding, Bo Yuan 0001, Yanzhi Wang, Qinru Qiu, Yun Liang 0001 C-LSTM: Enabling Efficient LSTM using Structured Compression Techniques on FPGAs. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Ziyi Zhao, Krittaphat Pugdeethosapol, Sheng Lin, Zhe Li 0001, Caiwen Ding, Yanzhi Wang, Qinru Qiu Learning Topics using Semantic Locality. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Tianyun Zhang, Shaokai Ye, Kaiqi Zhang, Jian Tang 0008, Wujie Wen, Makan Fardad, Yanzhi Wang A Systematic DNN Weight Pruning Framework using Alternating Direction Method of Multipliers. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Teng Li, Zhiyuan Xu, Jian Tang 0008, Yanzhi Wang Model-free Control for Distributed Stream Data Processing using Deep Reinforcement Learning. (PDF / PS) Search on Bibsonomy PVLDB The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Ruizhe Cai, Ao Ren, Sucheta Soundarajan, Yanzhi Wang A low-computation-complexity, energy-efficient, and high-performance linear program solver based on primal-dual interior point method using memristor crossbars. Search on Bibsonomy Nano Comm. Netw. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Hongjia Li, Ruizhe Cai, Ning Liu 0007, Xue Lin, Yanzhi Wang Deep reinforcement learning: Algorithm, applications, and ultra-low-power implementation. Search on Bibsonomy Nano Comm. Netw. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Amar Shrestha, Khadeer Ahmed, Yanzhi Wang, David P. Widemann, Adam T. Moody, Brian C. Van Essen, Qinru Qiu Modular Spiking Neural Circuits for Mapping Long Short-Term Memory on a Neurosynaptic Processor. Search on Bibsonomy IEEE J. Emerg. Sel. Topics Circuits Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Yidong Liu, Yanzhi Wang, Fabrizio Lombardi, Jie Han 0001 An Energy-Efficient Online-Learning Stochastic Computational Deep Belief Network. Search on Bibsonomy IEEE J. Emerg. Sel. Topics Circuits Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Caiwen Ding, Hongjia Li, Weiwei Zheng, Yanzhi Wang, Xue Lin Reconfigurable Photovoltaic Systems for Electric Vehicles. Search on Bibsonomy IEEE Design & Test The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Zhengxiong Li, Aditya Singh Rathore, Chen Song 0001, Sheng Wei 0004, Yanzhi Wang, Wenyao Xu PrinTracker: Fingerprinting 3D Printers using Commodity Scanners. Search on Bibsonomy ACM Conference on Computer and Communications Security The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Chenghong Wang, Zeinab S. Jalali, Caiwen Ding, Yanzhi Wang, Sucheta Soundarajan A Fast and Effective Memristor-Based Method for Finding Approximate Eigenvalues and Eigenvectors of Non-negative Matrices. Search on Bibsonomy ISVLSI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Zhe Li 0001, Ji Li 0006, Ao Ren, Caiwen Ding, Jeffrey Draper, Qinru Qiu, Bo Yuan 0001, Yanzhi Wang Towards Budget-Driven Hardware Optimization for Deep Convolutional Neural Networks Using Stochastic Computing. Search on Bibsonomy ISVLSI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Shuo Wang, Zhe Li 0001, Caiwen Ding, Bo Yuan 0001, Qinru Qiu, Yanzhi Wang, Yun Liang 0001 C-LSTM: Enabling Efficient LSTM using Structured Compression Techniques on FPGAs. Search on Bibsonomy FPGA The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Yidong Liu, Yanzhi Wang, Fabrizio Lombardi, Jie Han 0001 An energy-efficient stochastic computational deep belief network. Search on Bibsonomy DATE The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Sheng Lin, Ning Liu 0007, Mahdi Nazemi, Hongjia Li, Caiwen Ding, Yanzhi Wang, Massoud Pedram FFT-based deep learning deployment in embedded systems. Search on Bibsonomy DATE The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Youwei Zhuo, Jinglei Cheng, Qinyi Luo, Jidong Zhai, Yanzhi Wang, Zhongzhi Luan, Xuehai Qian CSE: Parallel Finite State Machines with Convergence Set Enumeration. Search on Bibsonomy MICRO The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Pu Zhao, Yanzhi Wang, Naehyuck Chang, Qi Zhu 0002, Xue Lin A deep reinforcement learning framework for optimizing fuel economy of hybrid electric vehicles. Search on Bibsonomy ASP-DAC The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Qi Liu, Tao Liu 0023, Zihao Liu, Yanzhi Wang, Yier Jin, Wujie Wen Security analysis and enhancement of model compressed deep learning systems under adversarial attacks. Search on Bibsonomy ASP-DAC The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Ziyi Zhao, Krittaphat Pugdeethosapol, Sheng Lin, Zhe Li 0001, Caiwen Ding, Yanzhi Wang, Qinru Qiu Learning Topics Using Semantic Locality. Search on Bibsonomy ICPR The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Pu Zhao, Sijia Liu 0001, Yanzhi Wang, Xue Lin An ADMM-Based Universal Framework for Adversarial Attacks on Deep Neural Networks. Search on Bibsonomy ACM Multimedia The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Pu Zhao, Kaidi Xu, Tianyun Zhang, Makan Fardad, Yanzhi Wang, Xue Lin Reinforced Adversarial Attacks on Deep Neural Networks Using ADMM. Search on Bibsonomy GlobalSIP The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Yanzhi Wang, Caiwen Ding, Zhe Li 0001, Geng Yuan, Siyu Liao, Xiaolong Ma, Bo Yuan 0001, Xuehai Qian, Jian Tang 0008, Qinru Qiu, Xue Lin Towards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework. Search on Bibsonomy AAAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Massoud Pedram, Yanzhi Wang Design automation methodology and tools for superconductive electronics. Search on Bibsonomy ICCAD The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
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