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2020 – today
- 2024
- [j19]Yang Gao, Gang Quan
, Soamar Homsi, Wujie Wen, Liqiang Wang:
Secure and efficient general matrix multiplication on cloud using homomorphic encryption. J. Supercomput. 80(18): 26394-26434 (2024) - [c84]Ran Ran, Qi Liu, Nuo Xu, Ning Sui, Wujie Wen:
Ants: Attacking Spatial Temporal Graph Learning Networks Structurally. COMPSAC 2024: 1023-1028 - [i35]Bingbing Li, Geng Yuan, Zigeng Wang, Shaoyi Huang, Hongwu Peng, Payman Behnam, Wujie Wen, Hang Liu, Caiwen Ding:
Zero-Space Cost Fault Tolerance for Transformer-based Language Models on ReRAM. CoRR abs/2401.11664 (2024) - [i34]Yang Gao, Gang Quan
Secure and Efficient General Matrix Multiplication On Cloud Using Homomorphic Encryption. CoRR abs/2405.02238 (2024) - [i33]Shijin Duan, Chenghong Wang, Hongwu Peng, Yukui Luo, Wujie Wen, Caiwen Ding, Xiaolin Xu:
SSNet: A Lightweight Multi-Party Computation Scheme for Practical Privacy-Preserving Machine Learning Service in the Cloud. CoRR abs/2406.02629 (2024) - [i32]Yifan Qin, Zheyu Yan, Zixuan Pan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi:
TSB: Tiny Shared Block for Efficient DNN Deployment on NVCIM Accelerators. CoRR abs/2406.06544 (2024) - [i31]Tong Zhou, Jiahui Zhao, Yukui Luo, Xi Xie, Wujie Wen, Caiwen Ding, Xiaolin Xu:
AdaPI: Facilitating DNN Model Adaptivity for Efficient Private Inference in Edge Computing. CoRR abs/2407.05633 (2024) - 2023
- [j18]Qi Liu, Wujie Wen
Model Compression Hardens Deep Neural Networks: A New Perspective to Prevent Adversarial Attacks. IEEE Trans. Neural Networks Learn. Syst. 34(1): 3-14 (2023) - [c83]Shaoyi Huang, Haowen Fang, Kaleel Mahmood, Bowen Lei, Nuo Xu, Bin Lei, Yue Sun, Dongkuan Xu, Wujie Wen, Caiwen Ding:
Neurogenesis Dynamics-inspired Spiking Neural Network Training Acceleration. DAC 2023: 1-6 - [c82]Hongwu Peng, Shanglin Zhou, Yukui Luo, Nuo Xu, Shijin Duan, Ran Ran, Jiahui Zhao, Chenghong Wang, Tong Geng, Wujie Wen, Xiaolin Xu, Caiwen Ding:
PASNet: Polynomial Architecture Search Framework for Two-party Computation-based Secure Neural Network Deployment. DAC 2023: 1-6 - [c81]Zheyu Yan, Yifan Qin, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi:
Improving Realistic Worst-Case Performance of NVCiM DNN Accelerators Through Training with Right-Censored Gaussian Noise. ICCAD 2023: 1-9 - [c80]Hongwu Peng, Shaoyi Huang, Tong Zhou, Yukui Luo, Chenghong Wang, Zigeng Wang, Jiahui Zhao, Xi Xie, Ang Li, Tony Geng, Kaleel Mahmood, Wujie Wen, Xiaolin Xu, Caiwen Ding:
AutoReP: Automatic ReLU Replacement for Fast Private Network Inference. ICCV 2023: 5155-5165 - [c79]Ran Ran, Xinwei Luo, Wei Wang, Tao Liu, Gang Quan, Xiaolin Xu, Caiwen Ding, Wujie Wen:
SpENCNN: Orchestrating Encoding and Sparsity for Fast Homomorphically Encrypted Neural Network Inference. ICML 2023: 28718-28728 - [c78]Anlan Yu, Ning Lyu, Jieming Yin, Zhiyuan Yan, Wujie Wen:
COLA: Orchestrating Error Coding and Learning for Robust Neural Network Inference Against Hardware Defects. ICML 2023: 40277-40289 - [c77]Yukui Luo
AQ2PNN: Enabling Two-party Privacy-Preserving Deep Neural Network Inference with Adaptive Quantization. MICRO 2023: 628-640 - [c76]Hongwu Peng, Ran Ran, Yukui Luo, Jiahui Zhao, Shaoyi Huang, Kiran Thorat, Tong Geng, Chenghong Wang, Xiaolin Xu, Wujie Wen, Caiwen Ding:
LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference. NeurIPS 2023 - [c75]Ran Ran, Nuo Xu, Tao Liu, Wei Wang, Gang Quan, Wujie Wen:
Penguin: Parallel-Packed Homomorphic Encryption for Fast Graph Convolutional Network Inference. NeurIPS 2023 - [c74]Ce Feng
Spectral-DP: Differentially Private Deep Learning through Spectral Perturbation and Filtering. SP 2023: 1944-1960 - [c73]Qi Liu, Jieming Yin, Wujie Wen, Chengmo Yang, Shi Sha:
NeuroPots: Realtime Proactive Defense against Bit-Flip Attacks in Neural Networks. USENIX Security Symposium 2023: 6347-6364 - [i30]Hongwu Peng, Shanglin Zhou, Yukui Luo, Nuo Xu, Shijin Duan, Ran Ran, Jiahui Zhao, Shaoyi Huang, Xi Xie, Chenghong Wang, Tong Geng, Wujie Wen, Xiaolin Xu, Caiwen Ding:
RRNet: Towards ReLU-Reduced Neural Network for Two-party Computation Based Private Inference. CoRR abs/2302.02292 (2023) - [i29]Shaoyi Huang, Haowen Fang, Kaleel Mahmood, Bowen Lei, Nuo Xu, Bin Lei, Yue Sun, Dongkuan Xu, Wujie Wen, Caiwen Ding:
Neurogenesis Dynamics-inspired Spiking Neural Network Training Acceleration. CoRR abs/2304.12214 (2023) - [i28]Yifan Qin, Zheyu Yan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi:
Negative Feedback Training: A Novel Concept to Improve Robustness of NVCiM DNN Accelerators. CoRR abs/2305.14561 (2023) - [i27]Hongwu Peng, Shanglin Zhou, Yukui Luo, Nuo Xu, Shijin Duan, Ran Ran, Jiahui Zhao, Chenghong Wang, Tong Geng, Wujie Wen, Xiaolin Xu, Caiwen Ding:
PASNet: Polynomial Architecture Search Framework for Two-party Computation-based Secure Neural Network Deployment. CoRR abs/2306.15513 (2023) - [i26]Ce Feng, Nuo Xu, Wujie Wen, Parv Venkitasubramaniam, Caiwen Ding:
Spectral-DP: Differentially Private Deep Learning through Spectral Perturbation and Filtering. CoRR abs/2307.13231 (2023) - [i25]Zheyu Yan, Yifan Qin, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi:
Improving Realistic Worst-Case Performance of NVCiM DNN Accelerators through Training with Right-Censored Gaussian Noise. CoRR abs/2307.15853 (2023) - [i24]Hongwu Peng, Shaoyi Huang, Tong Zhou, Yukui Luo, Chenghong Wang, Zigeng Wang, Jiahui Zhao, Xi Xie, Ang Li, Tony Geng, Kaleel Mahmood, Wujie Wen, Xiaolin Xu, Caiwen Ding:
AutoReP: Automatic ReLU Replacement for Fast Private Network Inference. CoRR abs/2308.10134 (2023) - [i23]Hongwu Peng, Ran Ran, Yukui Luo, Jiahui Zhao, Shaoyi Huang, Kiran Thorat, Tong Geng, Chenghong Wang, Xiaolin Xu, Wujie Wen, Caiwen Ding:
LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference. CoRR abs/2309.14331 (2023) - 2022
- [c72]Nuo Xu
NeuGuard: Lightweight Neuron-Guided Defense against Membership Inference Attacks. ACSAC 2022: 669-683 - [c71]Anlan Yu, Ning Lyu, Wujie Wen, Zhiyuan Yan:
Reliable Memristive Neural Network Accelerators Based on Early Denoising and Sparsity Induction. ASP-DAC 2022: 598-603 - [c70]Yijue Wang, Nuo Xu, Shaoyi Huang, Kaleel Mahmood, Dan Guo, Caiwen Ding, Wujie Wen, Sanguthevar Rajasekaran:
Analyzing and Defending against Membership Inference Attacks in Natural Language Processing Classification. IEEE Big Data 2022: 5823-5832 - [c69]Hongwu Peng
A length adaptive algorithm-hardware co-design of transformer on FPGA through sparse attention and dynamic pipelining. DAC 2022: 1135-1140 - [c68]Sahidul Islam
EVE: Environmental Adaptive Neural Network Models for Low-Power Energy Harvesting System. ICCAD 2022: 35:1-35:9 - [c67]Ran Ran, Wei Wang, Quan Gang, Jieming Yin, Nuo Xu, Wujie Wen:
CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference. NeurIPS 2022 - [i22]Nuo Xu, Binghui Wang, Ran Ran, Wujie Wen, Parv Venkitasubramaniam:
NeuGuard: Lightweight Neuron-Guided Defense against Membership Inference Attacks. CoRR abs/2206.05565 (2022) - [i21]Sahidul Islam
EVE: Environmental Adaptive Neural Network Models for Low-power Energy Harvesting System. CoRR abs/2207.09258 (2022) - [i20]Hongwu Peng
A Length Adaptive Algorithm-Hardware Co-design of Transformer on FPGA Through Sparse Attention and Dynamic Pipelining. CoRR abs/2208.03646 (2022) - [i19]Nuo Xu, Kaleel Mahmood, Haowen Fang, Ethan Rathbun, Caiwen Ding, Wujie Wen:
Securing the Spike: On the Transferabilty and Security of Spiking Neural Networks to Adversarial Examples. CoRR abs/2209.03358 (2022) - [i18]Ran Ran, Nuo Xu, Wei Wang, Quan Gang, Jieming Yin, Wujie Wen:
CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference. CoRR abs/2209.11904 (2022) - 2021
- [j17]Fateme S. Hosseini, Fanruo Meng, Chengmo Yang, Wujie Wen, Rosario Cammarota:
Tolerating Defects in Low-Power Neural Network Accelerators Via Retraining-Free Weight Approximation. ACM Trans. Embed. Comput. Syst. 20(5s): 85:1-85:21 (2021) - [c66]Pu Zhao
Neural Pruning Search for Real-Time Object Detection of Autonomous Vehicles. DAC 2021: 835-840 - [c65]Jiafeng Xie, Pengzhou He, Wujie Wen:
Efficient Implementation of Finite Field Arithmetic for Binary Ring-LWE Post-Quantum Cryptography Through a Novel Lookup-Table-Like Method. DAC 2021: 1279-1284 - [c64]Fateme S. Hosseini, Qi Liu, Fanruo Meng, Chengmo Yang, Wujie Wen:
Safeguarding the Intelligence of Neural Networks with Built-in Light-weight Integrity MArks (LIMA). HOST 2021: 1-12 - 2020
- [j16]Tao Liu
FPT-spike: a flexible precise-time-dependent single-spike neuromorphic computing architecture. CCF Trans. High Perform. Comput. 2(3): 254-271 (2020) - [j15]Hai Helen Li, Wei Zhang, Swarup Bhunia
Introduction to the Special Issue on New Trends in Nanoelectronic Device, Circuit, and Architecture Design, Part 1. ACM J. Emerg. Technol. Comput. Syst. 16(3): 24:1-24:3 (2020) - [j14]Wei Zhang, Hai Helen Li, Wujie Wen, Swarup Bhunia
Guest Editorial: ACM JETC Special Issue on New Trends in Nanolectronic Device, Circuit, and Architecture Design: Part 2. ACM J. Emerg. Technol. Comput. Syst. 16(4): 35:1-35:3 (2020) - [j13]Chaofei Yang
Thwarting Replication Attack Against Memristor-Based Neuromorphic Computing System. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 2192-2205 (2020) - [j12]Shi Sha
On Fundamental Principles for Thermal-Aware Design on Periodic Real-Time Multi-Core Systems. ACM Trans. Design Autom. Electr. Syst. 25(2): 23:1-23:23 (2020) - [c63]Tao Liu, Zihao Liu, Qi Liu, Wujie Wen, Wenyao Xu, Ming Li:
StegoNet: Turn Deep Neural Network into a Stegomalware. ACSAC 2020: 928-938 - [c62]Xiaolong Ma, Geng Yuan, Sheng Lin, Caiwen Ding, Fuxun Yu, Tao Liu, Wujie Wen, Xiang Chen, Yanzhi Wang:
Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation. ASP-DAC 2020: 301-306 - [c61]Shao-Cheng Wen, Yu-Jen Chen, Zihao Liu, Wujie Wen, Xiaowei Xu, Yiyu Shi, Tsung-Yi Ho
Do Noises Bother Human and Neural Networks In the Same Way? A Medical Image Analysis Perspective. BIBM 2020: 1166-1170 - [c60]Qi Liu, Tao Liu, Zihao Liu, Wujie Wen, Chengmo Yang:
Monitoring the Health of Emerging Neural Network Accelerators with Cost-effective Concurrent Test. DAC 2020: 1-6 - [c59]Nuo Xu, Qi Liu, Tao Liu, Zihao Liu, Xiaochen Guo, Wujie Wen:
Stealing Your Data from Compressed Machine Learning Models. DAC 2020: 1-6 - [c58]Xiaolong Ma, Wei Niu
An Image Enhancing Pattern-Based Sparsity for Real-Time Inference on Mobile Devices. ECCV (13) 2020: 629-645 - [c57]Qi Liu, Wujie Wen, Yanzhi Wang:
Concurrent Weight Encoding-based Detection for Bit-Flip Attack on Neural Network Accelerators. ICCAD 2020: 37:1-37:8 - [c56]Chao Zhang, Khaled Abdelaal, Angel Chen, Xinhui Zhao, Wujie Wen, Xiaochen Guo:
ECC Cache: A Lightweight Error Detection for Phase-Change Memory Stuck-At Faults. ICCAD 2020: 59:1-59:9 - [c55]Qi Liu, Han Jiang, Tao Liu, Zihao Liu, Sicheng Li, Wujie Wen, Yiyu Shi:
Defending Deep Learning-Based Biomedical Image Segmentation from Adversarial Attacks: A Low-Cost Frequency Refinement Approach. MICCAI (4) 2020: 342-351 - [c54]Zihao Liu, Sicheng Li, Yen-Kuang Chen, Tao Liu, Qi Liu, Xiaowei Xu, Yiyu Shi, Wujie Wen:
Orchestrating Medical Image Compression and Remote Segmentation Networks. MICCAI (4) 2020: 406-416 - [i17]Shao-Cheng Wen, Yu-Jen Chen, Zihao Liu, Wujie Wen, Xiaowei Xu, Yiyu Shi, Tsung-Yi Ho, Qianjun Jia, Meiping Huang, Jian Zhuang:
Do Noises Bother Human and Neural Networks In the Same Way? A Medical Image Analysis Perspective. CoRR abs/2011.02155 (2020) - [i16]Pu Zhao, Wei Niu, Geng Yuan, Yuxuan Cai, Hsin-Hsuan Sung, Wujie Wen, Sijia Liu, Xipeng Shen, Bin Ren, Yanzhi Wang, Xue Lin:
Achieving Real-Time LiDAR 3D Object Detection on a Mobile Device. CoRR abs/2012.13801 (2020)
2010 – 2019
- 2019
- [j11]Bing Li
Thread Batching for High-performance Energy-efficient GPU Memory Design. ACM J. Emerg. Technol. Comput. Syst. 15(4): 39:1-39:21 (2019) - [j10]Shi Sha
Thermal-constrained energy efficient real-time scheduling on multi-core platforms. Parallel Comput. 85: 231-242 (2019) - [c53]Yanzhi Wang, Zheng Zhan, Liang Zhao, Jian Tang, Siyue Wang, Jiayu Li, Bo Yuan, Wujie Wen, Xue Lin:
Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks. AAAI 2019: 5369-5376 - [c52]Tao Liu, Nuo Xu, Qi Liu, Yanzhi Wang, Wujie Wen:
A system-level perspective to understand the vulnerability of deep learning systems. ASP-DAC 2019: 506-511 - [c51]Soamar Homsi, Gang Quan
Game Theoretic-Based Approaches for Cybersecurity-Aware Virtual Machine Placement in Public Cloud Clusters. CCGRID 2019: 272-281 - [c50]Zihao Liu, Qi Liu, Tao Liu, Nuo Xu, Xue Lin, Yanzhi Wang, Wujie Wen:
Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples. CVPR 2019: 860-868 - [c49]Zihao Liu, Xiaowei Xu
Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds. CVPR 2019: 12687-12696 - [c48]Tao Liu, Wujie Wen, Lei Jiang, Yanzhi Wang, Chengmo Yang, Gang Quan
A Fault-Tolerant Neural Network Architecture. DAC 2019: 55 - [c47]Zhe Li, Caiwen Ding
E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs. HPCA 2019: 69-80 - [c46]Tao Liu, Wujie Wen:
Making the Fault-Tolerance of Emerging Neural Network Accelerators Scalable. ICCAD 2019: 1-5 - [c45]Tao Liu, Wujie Wen:
Deep-evasion: Turn deep neural network into evasive self-contained cyber-physical malware: poster. WiSec 2019: 320-321 - [i15]Shaokai Ye, Xiaoyu Feng, Tianyun Zhang, Xiaolong Ma, Sheng Lin, Zhengang Li, Kaidi Xu, Wujie Wen, Sijia Liu, Jian Tang, Makan Fardad, Xue Lin, Yongpan Liu, Yanzhi Wang:
Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM. CoRR abs/1903.09769 (2019) - [i14]Zihao 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. CoRR abs/1904.08487 (2019) - [i13]Bing Li, Mengjie Mao, Xiaoxiao Liu, Tao Liu, Zihao Liu, Wujie Wen, Yiran Chen, Hai Helen Li:
Thread Batching for High-performance Energy-efficient GPU Memory Design. CoRR abs/1906.05922 (2019) - [i12]Xiaolong Ma, Geng Yuan, Sheng Lin, Caiwen Ding, Fuxun Yu, Tao Liu, Wujie Wen, Xiang Chen, Yanzhi Wang:
Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation. CoRR abs/1908.10017 (2019) - 2018
- [j9]Xiaokun Yang, Wujie Wen, Ming Fan:
Improving AES Core Performance via an Advanced ASBUS Protocol. ACM J. Emerg. Technol. Comput. Syst. 14(1): 6:1-6:23 (2018) - [j8]Bohua Li, Yukui Pei, Wujie Wen:
Efficient LDPC Code Design for Combating Asymmetric Errors in STT-RAM. ACM J. Emerg. Technol. Comput. Syst. 14(1): 10:1-10:20 (2018) - [j7]Zihao Liu, Mengjie Mao, Tao Liu, Xue Wang, Wujie Wen, Yiran Chen, Hai Li, Danghui Wang, Yukui Pei, Ning Ge:
TriZone: A Design of MLC STT-RAM Cache for Combined Performance, Energy, and Reliability Optimizations. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(10): 1985-1998 (2018) - [j6]Shi Sha
M-Oscillating: Performance Maximization on Temperature-Constrained Multi-Core Processors. IEEE Trans. Parallel Distributed Syst. 29(11): 2528-2539 (2018) - [c44]Tao Liu, Lei Jiang, Yier Jin
PT-spike: A precise-time-dependent single spike neuromorphic architecture with efficient supervised learning. ASP-DAC 2018: 568-573 - [c43]Qi Liu, Tao Liu, Zihao Liu, Yanzhi Wang, Yier Jin
Security analysis and enhancement of model compressed deep learning systems under adversarial attacks. ASP-DAC 2018: 721-726 - [c42]Zihao Liu, Tao Liu, Wujie Wen, Lei Jiang, Jie Xu
DeepN-JPEG: a deep neural network favorable JPEG-based image compression framework. DAC 2018: 18:1-18:6 - [c41]Tianyun Zhang
A Systematic DNN Weight Pruning Framework Using Alternating Direction Method of Multipliers. ECCV (8) 2018: 191-207 - [c40]Tao Liu, Wujie Wen, Yier Jin
SIN2: Stealth infection on neural network - A low-cost agile neural Trojan attack methodology. HOST 2018: 227-230 - [c39]Hang Wu, Lixing Chen, Cong Shen, Wujie Wen, Jie Xu
Online Geographical Load Balancing for Energy-Harvesting Mobile Edge Computing. ICC 2018: 1-6 - [c38]Qian Lou
3DICT: a reliable and QoS capable mobile process-in-memory architecture for lookup-based CNNs in 3D XPoint ReRAMs. ICCAD 2018: 53 - [c37]Siyue Wang, Xiao Wang, Pu Zhao, Wujie Wen, David R. Kaeli, Peter Chin, Xue Lin:
Defensive dropout for hardening deep neural networks under adversarial attacks. ICCAD 2018: 71:1-71:8 - [c36]Zihao Liu, Tao Liu, Jie Guo, Nansong Wu, Wujie Wen:
An ECC-Free MLC STT-RAM Based Approximate Memory Design for Multimedia Applications. ISVLSI 2018: 142-147 - [c35]Tao Liu, Zihao Liu, Qi Liu, Wujie Wen:
Enhancing the Robustness of Deep Neural Networks from "Smart" Compression. ISVLSI 2018: 528-532 - [c34]Shimeng Yu
Special session on reliability and vulnerability of neuromorphic computing systems. VTS 2018: 1 - [i11]Ao Ren, Sijia Liu, 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. CoRR abs/1802.00824 (2018) - [i10]Qi Liu, Tao Liu, Zihao Liu, Yanzhi Wang, Yier Jin, Wujie Wen:
Security Analysis and Enhancement of Model Compressed Deep Learning Systems under Adversarial Attacks. CoRR abs/1802.05193 (2018) - [i9]Tao Liu, Lei Jiang, Yier Jin, Gang Quan
PT-Spike: A Precise-Time-Dependent Single Spike Neuromorphic Architecture with Efficient Supervised Learning. CoRR abs/1803.05109 (2018) - [i8]Tao Liu, Zihao Liu, Fuhong Lin, Yier Jin, Gang Quan
MT-Spike: A Multilayer Time-based Spiking Neuromorphic Architecture with Temporal Error Backpropagation. CoRR abs/1803.05117 (2018) - [i7]Yanzhi Wang, Zheng Zhan, Jiayu Li, Jian Tang, Bo Yuan, 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. CoRR abs/1803.05391 (2018) - [i6]Zihao Liu, Qi Liu, Tao Liu, Yanzhi Wang, Wujie Wen:
Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples. CoRR abs/1803.05787 (2018) - [i5]Zihao Liu, Tao Liu, Wujie Wen, Lei Jiang, Jie Xu, Yanzhi Wang, Gang Quan
DeepN-JPEG: A Deep Neural Network Favorable JPEG-based Image Compression Framework. CoRR abs/1803.05788 (2018) - [i4]Tianyun Zhang, Shaokai Ye, Kaiqi Zhang, Jian Tang, Wujie Wen, Makan Fardad, Yanzhi Wang:
A Systematic DNN Weight Pruning Framework using Alternating Direction Method of Multipliers. CoRR abs/1804.03294 (2018) - [i3]Tianyun Zhang, Kaiqi Zhang, Shaokai Ye, Jiayu Li, Jian Tang, Wujie Wen, Xue Lin, Makan Fardad, Yanzhi Wang:
ADAM-ADMM: A Unified, Systematic Framework of Structured Weight Pruning for DNNs. CoRR abs/1807.11091 (2018) - [i2]Siyue Wang, Xiao Wang, Pu Zhao, Wujie Wen, David R. Kaeli, Peter Chin, Xue Lin:
Defensive Dropout for Hardening Deep Neural Networks under Adversarial Attacks. CoRR abs/1809.05165 (2018) - [i1]Zhe Li, 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. CoRR abs/1812.07106 (2018) - 2017
- [j5]Xunchao Chen, Navid Khoshavi, Ronald F. DeMara
Energy-Aware Adaptive Restore Schemes for MLC STT-RAM Cache. IEEE Trans. Computers 66(5): 786-798 (2017) - [j4]Mengjie Mao, Wujie Wen, Yaojun Zhang, Yiran Chen, Hai Li
An Energy-Efficient GPGPU Register File Architecture Using Racetrack Memory. IEEE Trans. Computers 66(9): 1478-1490 (2017) - [j3]Jie Guo
FlexLevel NAND Flash Storage System Design to Reduce LDPC Latency. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(7): 1167-1180 (2017) - [c33]Xiaokun Yang, Wujie Wen:
Design of a pre-scheduled data bus for advanced encryption standard encrypted system-on-chips. ASP-DAC 2017: 506-511 - [c32]Zihao Liu, Wujie Wen, Lei Jiang, Yier Jin
A statistical STT-RAM retention model for fast memory subsystem designs. ASP-DAC 2017: 720-725 - [c31]Ao Ren, Sijia Liu, 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. ASP-DAC 2017: 788-793 - [c30]Shi Sha
A Thermal-Balanced Variable-Sized-Bin-Packing Approach for Energy Efficient Multi-Core Real-Time Scheduling. ACM Great Lakes Symposium on VLSI 2017: 257-262 - [c29]Lei Jiang, Sparsh Mittal
Building a Fast and Power Efficient Inductive Charge Pump System for 3D Stacked Phase Change Memories. ACM Great Lakes Symposium on VLSI 2017: 275-280 - [c28]Gustavo A. Chaparro-Baquero
Thermal-aware joint CPU and memory scheduling for hard real-time tasks on multicore 3D platforms. IGSC 2017: 1-8 - [c27]Tao Liu, Zihao Liu, Fuhong Lin, Yier Jin
MT-spike: A multilayer time-based spiking neuromorphic architecture with temporal error backpropagation. ICCAD 2017: 450-457 - [c26]Lei Jiang, Minje Kim, Wujie Wen, Danghui Wang:
XNOR-POP: A processing-in-memory architecture for binary Convolutional Neural Networks in Wide-IO2 DRAMs. ISLPED 2017: 1-6 - [c25]Tao Liu, Wujie Wen:
A fast and ultra low power time-based spiking neuromorphic architecture for embedded applications. ISQED 2017: 19-22 - [c24]Gustavo A. Chaparro-Baquero
Processor/memory Co-Scheduling using periodic resource server for real-time systems under peak temperature constraints. ISQED 2017: 360-366 - 2016
- [c23]Lei Jiang, Wujie Wen, Danghui Wang, Lide Duan:
Improving read performance of STT-MRAM based main memories through Smash Read and Flexible Read. ASP-DAC 2016: 31-36 - [c22]Xian Zhang, Guangyu Sun, Yaojun Zhang, Yiran Chen, Hai Li, Wujie Wen, Jia Di:
A novel PUF based on cell error rate distribution of STT-RAM. ASP-DAC 2016: 342-347 - [c21]Mengjie Mao, Wujie Wen, Xiaoxiao Liu
TEMP: thread batch enabled memory partitioning for GPU. DAC 2016: 65:1-65:6 - [c20]Enes Eken, Linghao Song
NVSim-VXs: an improved NVSim for variation aware STT-RAM simulation. DAC 2016: 70:1-70:6 - [c19]Tianyi Wang, Qiushi Han, Shi Sha
On harmonic fixed-priority scheduling of periodic real-time tasks with constrained deadlines. DAC 2016: 131:1-131:6 - [c18]Xunchao Chen, Navid Khoshavi, Jian Zhou
AOS: adaptive overwrite scheme for energy-efficient MLC STT-RAM cache. DAC 2016: 170:1-170:6 - [c17]Xue Wang, Mengjie Mao, Enes Eken, Wujie Wen, Hai Li, Yiran Chen:
Sliding Basket: An adaptive ECC scheme for runtime write failure suppression of STT-RAM cache. DATE 2016: 762-767 - [c16]Wujie Wen, Mengjie Mao, Hai Li, Yiran Chen, Yukui Pei, Ning Ge:
A holistic tri-region MLC STT-RAM design with combined performance, energy, and reliability optimizations. DATE 2016: 1285-1290 - [c15]Sicheng Li, Yandan Wang, Wujie Wen, Yu Wang, Yiran Chen, Hai Li
A data locality-aware design framework for reconfigurable sparse matrix-vector multiplication kernel. ICCAD 2016: 14 - [c14]Chaofei Yang, Beiye Liu, Hai Li
Security of neuromorphic computing: thwarting learning attacks using memristor's obsolescence effect. ICCAD 2016: 97 - [c13]Shi Sha
Performance Maximization via Frequency Oscillation on Temperature Constrained Multi-core Processors. ICPP 2016: 526-535 - [c12]Kaveh Shamsi, Wujie Wen, Yier Jin
Hardware Security Challenges Beyond CMOS: Attacks and Remedies. ISVLSI 2016: 200-205 - [c11]Bohua Li, Yukui Pei, Wujie Wen:
Efficient Low-Density Parity-Check (LDPC) Code Decoding for Combating Asymmetric Errors in STT-RAM. ISVLSI 2016: 266-271 - 2015
- [c10]Bonan Yan, Yaojun Zhang, Enes Eken, Wujie Wen, Weisheng Zhao, Yiran Chen:
Recent progresses of STT memory design and applications. ASICON 2015: 1-4 - [c9]Jie Guo, Wujie Wen, Jingtong Hu
FlexLevel: a novel NAND flash storage system design for LDPC latency reduction. DAC 2015: 194:1-194:6 - 2014
- [j2]Wujie Wen, Yaojun Zhang, Yiran Chen, Yu Wang
PS3-RAM: A Fast Portable and Scalable Statistical STT-RAM Reliability/Energy Analysis Method. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 33(11): 1644-1656 (2014) - [c8]Wujie Wen, Yaojun Zhang, Mengjie Mao, Yiran Chen:
State-Restrict MLC STT-RAM Designs for High-Reliable High-Performance Memory System. DAC 2014: 35:1-35:6 - [c7]Enes Eken, Yaojun Zhang, Wujie Wen, Rajiv V. Joshi, Hai Li
A New Field-assisted Access Scheme of STT-RAM with Self-reference Capability. DAC 2014: 63:1-63:6 - [c6]Mengjie Mao, Wujie Wen, Yaojun Zhang, Yiran Chen, Hai (Helen) Li
Exploration of GPGPU Register File Architecture Using Domain-wall-shift-write based Racetrack Memory. DAC 2014: 196:1-196:6 - 2013
- [j1]Yiran Chen, Weng-Fai Wong
On-chip caches built on multilevel spin-transfer torque RAM cells and its optimizations. ACM J. Emerg. Technol. Comput. Syst. 9(2): 16:1-16:22 (2013) - [c5]Wujie Wen, Yaojun Zhang, Lu Zhang, Yiran Chen:
Loadsa: A yield-driven top-down design method for STT-RAM array. ASP-DAC 2013: 291-296 - [c4]Jie Guo, Wujie Wen, Yaojun Zhang, Sicheng Li, Hai Li, Yiran Chen:
DA-RAID-5: a disturb aware data protection technique for NAND flash storage systems. DATE 2013: 380-385 - [c3]Wujie Wen, Mengjie Mao, Xiaochun Zhu, Seung-Hyuk Kang, Danghui Wang, Yiran Chen:
CD-ECC: content-dependent error correction codes for combating asymmetric nonvolatile memory operation errors. ICCAD 2013: 1-8 - 2012
- [c2]Wujie Wen, Yaojun Zhang, Yiran Chen, Yu Wang
PS3-RAM: a fast portable and scalable statistical STT-RAM reliability analysis method. DAC 2012: 1191-1196 - [c1]Yaojun Zhang, Lu Zhang, Wujie Wen, Guangyu Sun, Yiran Chen:
Multi-level cell STT-RAM: Is it realistic or just a dream? ICCAD 2012: 526-532
Coauthor Index
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