Wujie Wen - RankMe

155 papers A* 32A 21B 4Misc 2Journal 65Unranked 31

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Efficient Privacy-Preserving Sparse Matrix-Vector Multiplication Using Homomorphic Encryption. CoRR Yang Gao, Gang Quan, Wujie Wen, Scott Piersall, Qian Lou, Liqiang Wang
2026	J	`jnl`	Efficient privacy-preserving sparse matrix-vector multiplication using homomorphic encryption. Inf. Sci. Yang Gao, Gang Quan, Wujie Wen, Scott Piersall, Qian Lou, Liqiang Wang
2026	J	`jnl`	NeFT: Negative Feedback Training to Improve Robustness of Compute-in-Memory DNN Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Yifan Qin, Zheyu Yan, Dailin Gan, Jun Xia, Zixuan Pan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi
2026	J	`jnl`	When Small Variations Become Big Failures: Reliability Challenges in Compute-in-Memory Neural Accelerators. CoRR Yifan Qin, Jiahao Zheng, Zheyu Yan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi
2025	—	`conf`	A 10.60 μW 150 GOPS Mixed-Bit-Width Sparse CNN Accelerator for Life-Threatening Ventricular Arrhythmia Detection. ASP-DAC Yifan Qin, Zhenge Jia, Zheyu Yan, Jay Mok, Manto Yung, Yu Liu, Xuejiao Liu, Wujie Wen, Luhong Liang, Kwang-Ting (Tim) Cheng, Xiaobo Sharon Hu, Yiyu Shi
2025	J	`jnl`	Attacking the spike: On the security of spiking neural networks to adversarial examples. Neurocomputing Nuo Xu, Kaleel Mahmood, Haowen Fang, Ethan Rathbun, Caiwen Ding, Wujie Wen
2025	J	`jnl`	FHE-Agent: Automating CKKS Configuration for Practical Encrypted Inference via an LLM-Guided Agentic Framework. CoRR Nuo Xu, Zhaoting Gong, Ran Ran, Jinwei Tang, Wujie Wen, Caiwen Ding
2025	A	`conf`	Invited Paper: Pushing SIMD Efficiency in Homomorphic Encryption for Machine Learning via Pattern-Aware Ciphertext Encoding. ICCAD Ran Ran, Zhaoting Gong, Zhaowei Li, Wujie Wen
2025	J	`jnl`	JigsawComm: Joint Semantic Feature Encoding and Transmission for Communication-Efficient Cooperative Perception. CoRR Chenyi Wang, Zhaowei Li, Ming F. Li, Wujie Wen
2025	J	`jnl`	Special Session: Sustainable Deployment of Deep Neural Networks on Non-Volatile Compute-in-Memory Accelerators. CoRR Yifan Qin, Zheyu Yan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi
2025	J	`jnl`	gHyPart: GPU-friendly End-to-End Hypergraph Partitioner. ACM Trans. Archit. Code Optim. Zhenlin Wu, Haosong Zhao, Hongyuan Liu, Wujie Wen, Jiajia Li
2024	J	`jnl`	A 10.60 μW 150 GOPS Mixed-Bit-Width Sparse CNN Accelerator for Life-Threatening Ventricular Arrhythmia Detection. CoRR Yifan Qin, Zhenge Jia, Zheyu Yan, Jay Mok, Manto Yung, Yu Liu, Xuejiao Liu, Wujie Wen, Luhong Liang, Kwang-Ting (Tim) Cheng, X. Sharon Hu, Yiyu Shi
2024	A	`conf`	AdaPI: Facilitating DNN Model Adaptivity for Efficient Private Inference in Edge Computing. ICCAD Tong Zhou, Jiahui Zhao, Yukui Luo, Xi Xie, Wujie Wen, Caiwen Ding, Xiaolin Xu
2024	J	`jnl`	AdaPI: Facilitating DNN Model Adaptivity for Efficient Private Inference in Edge Computing. CoRR Tong Zhou, Jiahui Zhao, Yukui Luo, Xi Xie, Wujie Wen, Caiwen Ding, Xiaolin Xu
2024	B	`conf`	Ants: Attacking Spatial Temporal Graph Learning Networks Structurally. COMPSAC Ran Ran, Qi Liu, Nuo Xu, Ning Sui, Wujie Wen
2024	A*	`conf`	Error Correction Output Codes for Robust Neural Networks against Weight-errors: A Neural Tangent Kernel Point of View. NeurIPS Anlan Yu, Shusen Jing, Ning Lyu, Wujie Wen, Zhiyuan Yan
2024	J	`jnl`	SSNet: A Lightweight Multi-Party Computation Scheme for Practical Privacy-Preserving Machine Learning Service in the Cloud. CoRR Shijin Duan, Chenghong Wang, Hongwu Peng, Yukui Luo, Wujie Wen, Caiwen Ding, Xiaolin Xu
2024	J	`jnl`	Secure and Efficient General Matrix Multiplication On Cloud Using Homomorphic Encryption. CoRR Yang Gao, Gang Quan, Soamar Homsi, Wujie Wen, Liqiang Wang
2024	J	`jnl`	Secure and efficient general matrix multiplication on cloud using homomorphic encryption. J. Supercomput. Yang Gao, Gang Quan, Soamar Homsi, Wujie Wen, Liqiang Wang
2024	Misc	`conf`	Special Session: Sustainable Deployment of Deep Neural Networks on Non-Volatile Compute-in-Memory Accelerators. CODES+ISSS Yifan Qin, Zheyu Yan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi
2024	A	`conf`	TSB: Tiny Shared Block for Efficient DNN Deployment on NVCIM Accelerators. ICCAD Yifan Qin, Zheyu Yan, Zixuan Pan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi
2024	J	`jnl`	TSB: Tiny Shared Block for Efficient DNN Deployment on NVCIM Accelerators. CoRR Yifan Qin, Zheyu Yan, Zixuan Pan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi
2024	J	`jnl`	Zero-Space Cost Fault Tolerance for Transformer-based Language Models on ReRAM. CoRR Bingbing Li, Geng Yuan, Zigeng Wang, Shaoyi Huang, Hongwu Peng, Payman Behnam, Wujie Wen, Hang Liu, Caiwen Ding
2023	A*	`conf`	AQ2PNN: Enabling Two-party Privacy-Preserving Deep Neural Network Inference with Adaptive Quantization. MICRO Yukui Luo, Nuo Xu, Hongwu Peng, Chenghong Wang, Shijin Duan, Kaleel Mahmood, Wujie Wen, Caiwen Ding, Xiaolin Xu
2023	A*	`conf`	AutoReP: Automatic ReLU Replacement for Fast Private Network Inference. ICCV 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
2023	J	`jnl`	AutoReP: Automatic ReLU Replacement for Fast Private Network Inference. CoRR 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
2023	A*	`conf`	COLA: Orchestrating Error Coding and Learning for Robust Neural Network Inference Against Hardware Defects. ICML Anlan Yu, Ning Lyu, Jieming Yin, Zhiyuan Yan, Wujie Wen
2023	A	`conf`	Improving Realistic Worst-Case Performance of NVCiM DNN Accelerators Through Training with Right-Censored Gaussian Noise. ICCAD Zheyu Yan, Yifan Qin, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi
2023	J	`jnl`	Improving Realistic Worst-Case Performance of NVCiM DNN Accelerators through Training with Right-Censored Gaussian Noise. CoRR Zheyu Yan, Yifan Qin, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi
2023	A*	`conf`	LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference. NeurIPS Hongwu Peng, Ran Ran, Yukui Luo, Jiahui Zhao, Shaoyi Huang, Kiran Thorat, Tong Geng, Chenghong Wang, Xiaolin Xu, Wujie Wen, Caiwen Ding
2023	J	`jnl`	LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference. CoRR Hongwu Peng, Ran Ran, Yukui Luo, Jiahui Zhao, Shaoyi Huang, Kiran Thorat, Tong Geng, Chenghong Wang, Xiaolin Xu, Wujie Wen, Caiwen Ding
2023	J	`jnl`	Model Compression Hardens Deep Neural Networks: A New Perspective to Prevent Adversarial Attacks. IEEE Trans. Neural Networks Learn. Syst. Qi Liu, Wujie Wen
2023	J	`jnl`	Negative Feedback Training: A Novel Concept to Improve Robustness of NVCiM DNN Accelerators. CoRR Yifan Qin, Zheyu Yan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi
2023	A*	`conf`	NeuroPots: Realtime Proactive Defense against Bit-Flip Attacks in Neural Networks. USENIX Security Symposium Qi Liu, Jieming Yin, Wujie Wen, Chengmo Yang, Shi Sha
2023	A*	`conf`	Neurogenesis Dynamics-inspired Spiking Neural Network Training Acceleration. DAC Shaoyi Huang, Haowen Fang, Kaleel Mahmood, Bowen Lei, Nuo Xu, Bin Lei, Yue Sun, Dongkuan Xu, Wujie Wen, Caiwen Ding
2023	J	`jnl`	Neurogenesis Dynamics-inspired Spiking Neural Network Training Acceleration. CoRR Shaoyi Huang, Haowen Fang, Kaleel Mahmood, Bowen Lei, Nuo Xu, Bin Lei, Yue Sun, Dongkuan Xu, Wujie Wen, Caiwen Ding
2023	A*	`conf`	PASNet: Polynomial Architecture Search Framework for Two-party Computation-based Secure Neural Network Deployment. DAC Hongwu Peng, Shanglin Zhou, Yukui Luo, Nuo Xu, Shijin Duan, Ran Ran, Jiahui Zhao, Chenghong Wang, Tong Geng, Wujie Wen, Xiaolin Xu, Caiwen Ding
2023	J	`jnl`	PASNet: Polynomial Architecture Search Framework for Two-party Computation-based Secure Neural Network Deployment. CoRR Hongwu Peng, Shanglin Zhou, Yukui Luo, Nuo Xu, Shijin Duan, Ran Ran, Jiahui Zhao, Chenghong Wang, Tong Geng, Wujie Wen, Xiaolin Xu, Caiwen Ding
2023	A*	`conf`	Penguin: Parallel-Packed Homomorphic Encryption for Fast Graph Convolutional Network Inference. NeurIPS Ran Ran, Nuo Xu, Tao Liu, Wei Wang, Gang Quan, Wujie Wen
2023	J	`jnl`	RRNet: Towards ReLU-Reduced Neural Network for Two-party Computation Based Private Inference. CoRR 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
2023	A*	`conf`	SpENCNN: Orchestrating Encoding and Sparsity for Fast Homomorphically Encrypted Neural Network Inference. ICML Ran Ran, Xinwei Luo, Wei Wang, Tao Liu, Gang Quan, Xiaolin Xu, Caiwen Ding, Wujie Wen
2023	A*	`conf`	Spectral-DP: Differentially Private Deep Learning through Spectral Perturbation and Filtering. SP Ce Feng, Nuo Xu, Wujie Wen, Parv Venkitasubramaniam, Caiwen Ding
2023	J	`jnl`	Spectral-DP: Differentially Private Deep Learning through Spectral Perturbation and Filtering. CoRR Ce Feng, Nuo Xu, Wujie Wen, Parv Venkitasubramaniam, Caiwen Ding
2022	J	`jnl`	A Length Adaptive Algorithm-Hardware Co-design of Transformer on FPGA Through Sparse Attention and Dynamic Pipelining. CoRR Hongwu Peng, Shaoyi Huang, Shiyang Chen, Bingbing Li, Tong Geng, Ang Li, Weiwen Jiang, Wujie Wen, Jinbo Bi, Hang Liu, Caiwen Ding
2022	A*	`conf`	A length adaptive algorithm-hardware co-design of transformer on FPGA through sparse attention and dynamic pipelining. DAC Hongwu Peng, Shaoyi Huang, Shiyang Chen, Bingbing Li, Tong Geng, Ang Li, Weiwen Jiang, Wujie Wen, Jinbo Bi, Hang Liu, Caiwen Ding
2022	B	`conf`	Analyzing and Defending against Membership Inference Attacks in Natural Language Processing Classification. IEEE Big Data Yijue Wang, Nuo Xu, Shaoyi Huang, Kaleel Mahmood, Dan Guo, Caiwen Ding, Wujie Wen, Sanguthevar Rajasekaran
2022	A*	`conf`	CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference. NeurIPS Ran Ran, Wei Wang, Quan Gang, Jieming Yin, Nuo Xu, Wujie Wen
2022	J	`jnl`	CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference. CoRR Ran Ran, Nuo Xu, Wei Wang, Quan Gang, Jieming Yin, Wujie Wen
2022	A	`conf`	EVE: Environmental Adaptive Neural Network Models for Low-Power Energy Harvesting System. ICCAD Sahidul Islam, Shanglin Zhou, Ran Ran, Yufang Jin, Wujie Wen, Caiwen Ding, Mimi Xie
2022	J	`jnl`	EVE: Environmental Adaptive Neural Network Models for Low-power Energy Harvesting System. CoRR Sahidul Islam, Shanglin Zhou, Ran Ran, Yufang Jin, Wujie Wen, Caiwen Ding, Mimi Xie
2022	A	`conf`	NeuGuard: Lightweight Neuron-Guided Defense against Membership Inference Attacks. ACSAC Nuo Xu, Binghui Wang, Ran Ran, Wujie Wen, Parv Venkitasubramaniam
2022	J	`jnl`	NeuGuard: Lightweight Neuron-Guided Defense against Membership Inference Attacks. CoRR Nuo Xu, Binghui Wang, Ran Ran, Wujie Wen, Parv Venkitasubramaniam
2022	—	`conf`	Reliable Memristive Neural Network Accelerators Based on Early Denoising and Sparsity Induction. ASP-DAC Anlan Yu, Ning Lyu, Wujie Wen, Zhiyuan Yan
2022	J	`jnl`	Securing the Spike: On the Transferabilty and Security of Spiking Neural Networks to Adversarial Examples. CoRR Nuo Xu, Kaleel Mahmood, Haowen Fang, Ethan Rathbun, Caiwen Ding, Wujie Wen
2021	A*	`conf`	Efficient Implementation of Finite Field Arithmetic for Binary Ring-LWE Post-Quantum Cryptography Through a Novel Lookup-Table-Like Method. DAC Jiafeng Xie, Pengzhou He, Wujie Wen
2021	A*	`conf`	Neural Pruning Search for Real-Time Object Detection of Autonomous Vehicles. DAC Pu Zhao, Geng Yuan, Yuxuan Cai, Wei Niu, Qi Liu, Wujie Wen, Bin Ren, Yanzhi Wang, Xue Lin
2021	—	`conf`	Safeguarding the Intelligence of Neural Networks with Built-in Light-weight Integrity MArks (LIMA). HOST Fateme S. Hosseini, Qi Liu, Fanruo Meng, Chengmo Yang, Wujie Wen
2021	J	`jnl`	Tolerating Defects in Low-Power Neural Network Accelerators Via Retraining-Free Weight Approximation. ACM Trans. Embed. Comput. Syst. Fateme S. Hosseini, Fanruo Meng, Chengmo Yang, Wujie Wen, Rosario Cammarota
2020	J	`jnl`	Achieving Real-Time LiDAR 3D Object Detection on a Mobile Device. CoRR Pu Zhao, Wei Niu, Geng Yuan, Yuxuan Cai, Hsin-Hsuan Sung, Wujie Wen, Sijia Liu, Xipeng Shen, Bin Ren, Yanzhi Wang, Xue Lin
2020	—	`conf`	An Image Enhancing Pattern-Based Sparsity for Real-Time Inference on Mobile Devices. ECCV (13) Xiaolong Ma, Wei Niu, Tianyun Zhang, Sijia Liu, Sheng Lin, Hongjia Li, Wujie Wen, Xiang Chen, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang
2020	A	`conf`	Concurrent Weight Encoding-based Detection for Bit-Flip Attack on Neural Network Accelerators. ICCAD Qi Liu, Wujie Wen, Yanzhi Wang
2020	—	`conf`	Defending Deep Learning-Based Biomedical Image Segmentation from Adversarial Attacks: A Low-Cost Frequency Refinement Approach. MICCAI (4) Qi Liu, Han Jiang, Tao Liu, Zihao Liu, Sicheng Li, Wujie Wen, Yiyu Shi
2020	—	`conf`	Do Noises Bother Human and Neural Networks In the Same Way? A Medical Image Analysis Perspective. BIBM Shao-Cheng Wen, Yu-Jen Chen, Zihao Liu, Wujie Wen, Xiaowei Xu, Yiyu Shi, Tsung-Yi Ho, Qianjun Jia, Meiping Huang, Jian Zhuang
2020	J	`jnl`	Do Noises Bother Human and Neural Networks In the Same Way? A Medical Image Analysis Perspective. CoRR Shao-Cheng Wen, Yu-Jen Chen, Zihao Liu, Wujie Wen, Xiaowei Xu, Yiyu Shi, Tsung-Yi Ho, Qianjun Jia, Meiping Huang, Jian Zhuang
2020	A	`conf`	ECC Cache: A Lightweight Error Detection for Phase-Change Memory Stuck-At Faults. ICCAD Chao Zhang, Khaled Abdelaal, Angel Chen, Xinhui Zhao, Wujie Wen, Xiaochen Guo
2020	J	`jnl`	FPT-spike: a flexible precise-time-dependent single-spike neuromorphic computing architecture. CCF Trans. High Perform. Comput. Tao Liu, Gang Quan, Wujie Wen
2020	J	`jnl`	Guest Editorial: ACM JETC Special Issue on New Trends in Nanolectronic Device, Circuit, and Architecture Design: Part 2. ACM J. Emerg. Technol. Comput. Syst. Wei Zhang, Hai Helen Li, Wujie Wen, Swarup Bhunia
2020	J	`jnl`	Introduction to the Special Issue on New Trends in Nanoelectronic Device, Circuit, and Architecture Design, Part 1. ACM J. Emerg. Technol. Comput. Syst. Hai Helen Li, Wei Zhang, Swarup Bhunia, Wujie Wen
2020	A*	`conf`	Monitoring the Health of Emerging Neural Network Accelerators with Cost-effective Concurrent Test. DAC Qi Liu, Tao Liu, Zihao Liu, Wujie Wen, Chengmo Yang
2020	J	`jnl`	On Fundamental Principles for Thermal-Aware Design on Periodic Real-Time Multi-Core Systems. ACM Trans. Design Autom. Electr. Syst. Shi Sha, Ajinkya S. Bankar, Xiaokun Yang, Wujie Wen, Gang Quan
2020	—	`conf`	Orchestrating Medical Image Compression and Remote Segmentation Networks. MICCAI (4) Zihao Liu, Sicheng Li, Yen-Kuang Chen, Tao Liu, Qi Liu, Xiaowei Xu, Yiyu Shi, Wujie Wen
2020	A*	`conf`	Stealing Your Data from Compressed Machine Learning Models. DAC Nuo Xu, Qi Liu, Tao Liu, Zihao Liu, Xiaochen Guo, Wujie Wen
2020	A	`conf`	StegoNet: Turn Deep Neural Network into a Stegomalware. ACSAC Tao Liu, Zihao Liu, Qi Liu, Wujie Wen, Wenyao Xu, Ming Li
2020	J	`jnl`	Thwarting Replication Attack Against Memristor-Based Neuromorphic Computing System. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Chaofei Yang, Beiye Liu, Hai Li, Yiran Chen, Mark Barnell, Qing Wu, Wujie Wen, Jeyavijayan Rajendran
2020	—	`conf`	Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation. ASP-DAC Xiaolong Ma, Geng Yuan, Sheng Lin, Caiwen Ding, Fuxun Yu, Tao Liu, Wujie Wen, Xiang Chen, Yanzhi Wang
2019	A*	`conf`	A Fault-Tolerant Neural Network Architecture. DAC Tao Liu, Wujie Wen, Lei Jiang, Yanzhi Wang, Chengmo Yang, Gang Quan
2019	—	`conf`	A system-level perspective to understand the vulnerability of deep learning systems. ASP-DAC Tao Liu, Nuo Xu, Qi Liu, Yanzhi Wang, Wujie Wen
2019	—	`conf`	Deep-evasion: Turn deep neural network into evasive self-contained cyber-physical malware: poster. WiSec Tao Liu, Wujie Wen
2019	A*	`conf`	E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs. HPCA Zhe Li, Caiwen Ding, Siyue Wang, Wujie Wen, Youwei Zhuo, Chang Liu, Qinru Qiu, Wenyao Xu, Xue Lin, Xuehai Qian, Yanzhi Wang
2019	A*	`conf`	Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples. CVPR Zihao Liu, Qi Liu, Tao Liu, Nuo Xu, Xue Lin, Yanzhi Wang, Wujie Wen
2019	B	`conf`	Game Theoretic-Based Approaches for Cybersecurity-Aware Virtual Machine Placement in Public Cloud Clusters. CCGRID Soamar Homsi, Gang Quan, Wujie Wen, Gustavo A. Chaparro-Baquero, Laurent Njilla
2019	A*	`conf`	Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds. CVPR Zihao Liu, Xiaowei Xu, Tao Liu, Qi Liu, Yanzhi Wang, Yiyu Shi, Wujie Wen, Meiping Huang, Haiyun Yuan, Jian Zhuang
2019	J	`jnl`	Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds. CoRR Zihao Liu, Xiaowei Xu, Tao Liu, Qi Liu, Yanzhi Wang, Yiyu Shi, Wujie Wen, Meiping Huang, Haiyun Yuan, Jian Zhuang
2019	A	`conf`	Making the Fault-Tolerance of Emerging Neural Network Accelerators Scalable. ICCAD Tao Liu, Wujie Wen
2019	J	`jnl`	Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM. CoRR 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
2019	J	`jnl`	Thermal-constrained energy efficient real-time scheduling on multi-core platforms. Parallel Comput. Shi Sha, Wujie Wen, Gustavo A. Chaparro-Baquero, Gang Quan
2019	J	`jnl`	Thread Batching for High-performance Energy-efficient GPU Memory Design. CoRR Bing Li, Mengjie Mao, Xiaoxiao Liu, Tao Liu, Zihao Liu, Wujie Wen, Yiran Chen, Hai Helen Li
2019	J	`jnl`	Thread Batching for High-performance Energy-efficient GPU Memory Design. ACM J. Emerg. Technol. Comput. Syst. Bing Li, Mengjie Mao, Xiaoxiao Liu, Tao Liu, Zihao Liu, Wujie Wen, Yiran Chen, Hai (Helen) Li
2019	J	`jnl`	Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation. CoRR Xiaolong Ma, Geng Yuan, Sheng Lin, Caiwen Ding, Fuxun Yu, Tao Liu, Wujie Wen, Xiang Chen, Yanzhi Wang
2019	A*	`conf`	Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks. AAAI Yanzhi Wang, Zheng Zhan, Liang Zhao, Jian Tang, Siyue Wang, Jiayu Li, Bo Yuan, Wujie Wen, Xue Lin
2018	A	`conf`	3DICT: a reliable and QoS capable mobile process-in-memory architecture for lookup-based CNNs in 3D XPoint ReRAMs. ICCAD Qian Lou, Wujie Wen, Lei Jiang
2018	—	`conf`	A Systematic DNN Weight Pruning Framework Using Alternating Direction Method of Multipliers. ECCV (8) Tianyun Zhang, Shaokai Ye, Kaiqi Zhang, Jian Tang, Wujie Wen, Makan Fardad, Yanzhi Wang
2018	J	`jnl`	A Systematic DNN Weight Pruning Framework using Alternating Direction Method of Multipliers. CoRR Tianyun Zhang, Shaokai Ye, Kaiqi Zhang, Jian Tang, Wujie Wen, Makan Fardad, Yanzhi Wang
2018	J	`jnl`	ADAM-ADMM: A Unified, Systematic Framework of Structured Weight Pruning for DNNs. CoRR Tianyun Zhang, Kaiqi Zhang, Shaokai Ye, Jiayu Li, Jian Tang, Wujie Wen, Xue Lin, Makan Fardad, Yanzhi Wang
2018	J	`jnl`	Algorithm-Hardware Co-Optimization of the Memristor-Based Framework for Solving SOCP and Homogeneous QCQP Problems. CoRR Ao Ren, Sijia Liu, Ruizhe Cai, Wujie Wen, Pramod K. Varshney, Yanzhi Wang
2018	—	`conf`	An ECC-Free MLC STT-RAM Based Approximate Memory Design for Multimedia Applications. ISVLSI Zihao Liu, Tao Liu, Jie Guo, Nansong Wu, Wujie Wen
2018	J	`jnl`	DeepN-JPEG: A Deep Neural Network Favorable JPEG-based Image Compression Framework. CoRR Zihao Liu, Tao Liu, Wujie Wen, Lei Jiang, Jie Xu, Yanzhi Wang, Gang Quan
2018	A*	`conf`	DeepN-JPEG: a deep neural network favorable JPEG-based image compression framework. DAC Zihao Liu, Tao Liu, Wujie Wen, Lei Jiang, Jie Xu, Yanzhi Wang, Gang Quan
2018	J	`jnl`	Defensive Dropout for Hardening Deep Neural Networks under Adversarial Attacks. CoRR Siyue Wang, Xiao Wang, Pu Zhao, Wujie Wen, David R. Kaeli, Peter Chin, Xue Lin
2018	A	`conf`	Defensive dropout for hardening deep neural networks under adversarial attacks. ICCAD Siyue Wang, Xiao Wang, Pu Zhao, Wujie Wen, David R. Kaeli, Peter Chin, Xue Lin
2018	J	`jnl`	E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs. CoRR Zhe Li, Caiwen Ding, Siyue Wang, Wujie Wen, Youwei Zhuo, Chang Liu, Qinru Qiu, Wenyao Xu, Xue Lin, Xuehai Qian, Yanzhi Wang
2018	J	`jnl`	Efficient LDPC Code Design for Combating Asymmetric Errors in STT-RAM. ACM J. Emerg. Technol. Comput. Syst. Bohua Li, Yukui Pei, Wujie Wen
2018	—	`conf`	Enhancing the Robustness of Deep Neural Networks from "Smart" Compression. ISVLSI Tao Liu, Zihao Liu, Qi Liu, Wujie Wen
2018	J	`jnl`	Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples. CoRR Zihao Liu, Qi Liu, Tao Liu, Yanzhi Wang, Wujie Wen
2018	J	`jnl`	Improving AES Core Performance via an Advanced ASBUS Protocol. ACM J. Emerg. Technol. Comput. Syst. Xiaokun Yang, Wujie Wen, Ming Fan
2018	J	`jnl`	M-Oscillating: Performance Maximization on Temperature-Constrained Multi-Core Processors. IEEE Trans. Parallel Distributed Syst. Shi Sha, Wujie Wen, Shaolei Ren, Gang Quan
2018	J	`jnl`	MT-Spike: A Multilayer Time-based Spiking Neuromorphic Architecture with Temporal Error Backpropagation. CoRR Tao Liu, Zihao Liu, Fuhong Lin, Yier Jin, Gang Quan, Wujie Wen
2018	J	`jnl`	On the Universal Approximation Property and Equivalence of Stochastic Computing-based Neural Networks and Binary Neural Networks. CoRR Yanzhi Wang, Zheng Zhan, Jiayu Li, Jian Tang, Bo Yuan, Liang Zhao, Wujie Wen, Siyue Wang, Xue Lin
2018	—	`conf`	Online Geographical Load Balancing for Energy-Harvesting Mobile Edge Computing. ICC Hang Wu, Lixing Chen, Cong Shen, Wujie Wen, Jie Xu
2018	J	`jnl`	PT-Spike: A Precise-Time-Dependent Single Spike Neuromorphic Architecture with Efficient Supervised Learning. CoRR Tao Liu, Lei Jiang, Yier Jin, Gang Quan, Wujie Wen
2018	—	`conf`	PT-spike: A precise-time-dependent single spike neuromorphic architecture with efficient supervised learning. ASP-DAC Tao Liu, Lei Jiang, Yier Jin, Gang Quan, Wujie Wen
2018	—	`conf`	SIN HOST Tao Liu, Wujie Wen, Yier Jin
2018	J	`jnl`	Security Analysis and Enhancement of Model Compressed Deep Learning Systems under Adversarial Attacks. CoRR Qi Liu, Tao Liu, Zihao Liu, Yanzhi Wang, Yier Jin, Wujie Wen
2018	—	`conf`	Security analysis and enhancement of model compressed deep learning systems under adversarial attacks. ASP-DAC Qi Liu, Tao Liu, Zihao Liu, Yanzhi Wang, Yier Jin, Wujie Wen
2018	Misc	`conf`	Special session on reliability and vulnerability of neuromorphic computing systems. VTS Shimeng Yu, Chenchen Liu, Wujie Wen, Yiran Chen
2018	J	`jnl`	TriZone: A Design of MLC STT-RAM Cache for Combined Performance, Energy, and Reliability Optimizations. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Zihao Liu, Mengjie Mao, Tao Liu, Xue Wang, Wujie Wen, Yiran Chen, Hai Li, Danghui Wang, Yukui Pei, Ning Ge
2017	—	`conf`	A Thermal-Balanced Variable-Sized-Bin-Packing Approach for Energy Efficient Multi-Core Real-Time Scheduling. ACM Great Lakes Symposium on VLSI Shi Sha, Wujie Wen, Shaolei Ren, Gang Quan
2017	—	`conf`	A fast and ultra low power time-based spiking neuromorphic architecture for embedded applications. ISQED Tao Liu, Wujie Wen
2017	—	`conf`	A statistical STT-RAM retention model for fast memory subsystem designs. ASP-DAC Zihao Liu, Wujie Wen, Lei Jiang, Yier Jin, Gang Quan
2017	—	`conf`	Algorithm-hardware co-optimization of the memristor-based framework for solving SOCP and homogeneous QCQP problems. ASP-DAC Ao Ren, Sijia Liu, Ruizhe Cai, Wujie Wen, Pramod K. Varshney, Yanzhi Wang
2017	J	`jnl`	An Energy-Efficient GPGPU Register File Architecture Using Racetrack Memory. IEEE Trans. Computers Mengjie Mao, Wujie Wen, Yaojun Zhang, Yiran Chen, Hai Li
2017	—	`conf`	Building a Fast and Power Efficient Inductive Charge Pump System for 3D Stacked Phase Change Memories. ACM Great Lakes Symposium on VLSI Lei Jiang, Sparsh Mittal, Wujie Wen
2017	—	`conf`	Design of a pre-scheduled data bus for advanced encryption standard encrypted system-on-chips. ASP-DAC Xiaokun Yang, Wujie Wen
2017	J	`jnl`	Energy-Aware Adaptive Restore Schemes for MLC STT-RAM Cache. IEEE Trans. Computers Xunchao Chen, Navid Khoshavi, Ronald F. DeMara, Jun Wang, Dan Huang, Wujie Wen, Yiran Chen
2017	J	`jnl`	FlexLevel NAND Flash Storage System Design to Reduce LDPC Latency. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Jie Guo, Wujie Wen, Jingtong Hu, Danghui Wang, Hai Helen Li, Yiran Chen
2017	A	`conf`	MT-spike: A multilayer time-based spiking neuromorphic architecture with temporal error backpropagation. ICCAD Tao Liu, Zihao Liu, Fuhong Lin, Yier Jin, Gang Quan, Wujie Wen
2017	—	`conf`	Processor/memory Co-Scheduling using periodic resource server for real-time systems under peak temperature constraints. ISQED Gustavo A. Chaparro-Baquero, Shi Sha, Soamar Homsi, Wujie Wen, Gang Quan
2017	—	`conf`	Thermal-aware joint CPU and memory scheduling for hard real-time tasks on multicore 3D platforms. IGSC Gustavo A. Chaparro-Baquero, Shi Sha, Soamar Homsi, Wujie Wen, Gang Quan
2017	A	`conf`	XNOR-POP: A processing-in-memory architecture for binary Convolutional Neural Networks in Wide-IO2 DRAMs. ISLPED Lei Jiang, Minje Kim, Wujie Wen, Danghui Wang
2016	J	`jnl`	2.4GHZ Class AB power Amplifier For Healthcare Application. CoRR Wei Cai, Liang Huang, Wujie Wen
2016	A	`conf`	A data locality-aware design framework for reconfigurable sparse matrix-vector multiplication kernel. ICCAD Sicheng Li, Yandan Wang, Wujie Wen, Yu Wang, Yiran Chen, Hai Li
2016	A	`conf`	A holistic tri-region MLC STT-RAM design with combined performance, energy, and reliability optimizations. DATE Wujie Wen, Mengjie Mao, Hai Li, Yiran Chen, Yukui Pei, Ning Ge
2016	—	`conf`	A novel PUF based on cell error rate distribution of STT-RAM. ASP-DAC Xian Zhang, Guangyu Sun, Yaojun Zhang, Yiran Chen, Hai Li, Wujie Wen, Jia Di
2016	A*	`conf`	AOS: adaptive overwrite scheme for energy-efficient MLC STT-RAM cache. DAC Xunchao Chen, Navid Khoshavi, Jian Zhou, Dan Huang, Ronald F. DeMara, Jun Wang, Wujie Wen, Yiran Chen
2016	—	`conf`	Efficient Low-Density Parity-Check (LDPC) Code Decoding for Combating Asymmetric Errors in STT-RAM. ISVLSI Bohua Li, Yukui Pei, Wujie Wen
2016	—	`conf`	Hardware Security Challenges Beyond CMOS: Attacks and Remedies. ISVLSI Kaveh Shamsi, Wujie Wen, Yier Jin
2016	—	`conf`	Improving read performance of STT-MRAM based main memories through Smash Read and Flexible Read. ASP-DAC Lei Jiang, Wujie Wen, Danghui Wang, Lide Duan
2016	A*	`conf`	NVSim-VX DAC Enes Eken, Linghao Song, Ismail Bayram, Cong Xu, Wujie Wen, Yuan Xie, Yiran Chen
2016	A*	`conf`	On harmonic fixed-priority scheduling of periodic real-time tasks with constrained deadlines. DAC Tianyi Wang, Qiushi Han, Shi Sha, Wujie Wen, Gang Quan, Meikang Qiu
2016	B	`conf`	Performance Maximization via Frequency Oscillation on Temperature Constrained Multi-core Processors. ICPP Shi Sha, Wujie Wen, Ming Fan, Shaolei Ren, Gang Quan
2016	A	`conf`	Security of neuromorphic computing: thwarting learning attacks using memristor's obsolescence effect. ICCAD Chaofei Yang, Beiye Liu, Hai Li, Yiran Chen, Wujie Wen, Mark Barnell, Qing Wu, Jeyavijayan Rajendran
2016	A	`conf`	Sliding Basket: An adaptive ECC scheme for runtime write failure suppression of STT-RAM cache. DATE Xue Wang, Mengjie Mao, Enes Eken, Wujie Wen, Hai Li, Yiran Chen
2016	A*	`conf`	TEMP: thread batch enabled memory partitioning for GPU. DAC Mengjie Mao, Wujie Wen, Xiaoxiao Liu, Jingtong Hu, Danghui Wang, Yiran Chen, Hai Li
2015	A*	`conf`	FlexLevel: a novel NAND flash storage system design for LDPC latency reduction. DAC Jie Guo, Wujie Wen, Jingtong Hu, Danghui Wang, Hai Li, Yiran Chen
2015	—	`conf`	Recent progresses of STT memory design and applications. ASICON Bonan Yan, Yaojun Zhang, Enes Eken, Wujie Wen, Weisheng Zhao, Yiran Chen
2014	A*	`conf`	A New Field-assisted Access Scheme of STT-RAM with Self-reference Capability. DAC Enes Eken, Yaojun Zhang, Wujie Wen, Rajiv V. Joshi, Hai Li, Yiran Chen
2014	A*	`conf`	Exploration of GPGPU Register File Architecture Using Domain-wall-shift-write based Racetrack Memory. DAC Mengjie Mao, Wujie Wen, Yaojun Zhang, Yiran Chen, Hai (Helen) Li
2014	J	`jnl`	PS3-RAM: A Fast Portable and Scalable Statistical STT-RAM Reliability/Energy Analysis Method. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Wujie Wen, Yaojun Zhang, Yiran Chen, Yu Wang, Yuan Xie
2014	A*	`conf`	State-Restrict MLC STT-RAM Designs for High-Reliable High-Performance Memory System. DAC Wujie Wen, Yaojun Zhang, Mengjie Mao, Yiran Chen
2013	A	`conf`	CD-ECC: content-dependent error correction codes for combating asymmetric nonvolatile memory operation errors. ICCAD Wujie Wen, Mengjie Mao, Xiaochun Zhu, Seung-Hyuk Kang, Danghui Wang, Yiran Chen
2013	A	`conf`	DA-RAID-5: a disturb aware data protection technique for NAND flash storage systems. DATE Jie Guo, Wujie Wen, Yaojun Zhang, Sicheng Li, Hai Li, Yiran Chen
2013	—	`conf`	Loadsa: A yield-driven top-down design method for STT-RAM array. ASP-DAC Wujie Wen, Yaojun Zhang, Lu Zhang, Yiran Chen
2013	J	`jnl`	On-chip caches built on multilevel spin-transfer torque RAM cells and its optimizations. ACM J. Emerg. Technol. Comput. Syst. Yiran Chen, Weng-Fai Wong, Hai Li, Cheng-Kok Koh, Yaojun Zhang, Wujie Wen
2012	A	`conf`	Multi-level cell STT-RAM: Is it realistic or just a dream? ICCAD Yaojun Zhang, Lu Zhang, Wujie Wen, Guangyu Sun, Yiran Chen
2012	A*	`conf`	PS3-RAM: a fast portable and scalable statistical STT-RAM reliability analysis method. DAC Wujie Wen, Yaojun Zhang, Yiran Chen, Yu Wang, Yuan Xie