| 2026 | ISCA | Fenc | Ran Ran, Zhaoting Gong, Nuo Xu, Yuanchao Xu, Fan Yao, Wujie Wen |
| 2026 | ICS | Scaling Long-Sequence Homomorphic Encrypted Transformer Inference via Hybrid Parallelism on Multi-GPU Systems. | Zhaoting Gong, Ran Ran, Fan Yao, Wujie Wen |
| 2025 | ASPDAC | A 10.60 μW 150 GOPS Mixed-Bit-Width Sparse CNN Accelerator for Life-Threatening Ventricular Arrhythmia Detection. | 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 | ICCAD | Invited Paper: Pushing SIMD Efficiency in Homomorphic Encryption for Machine Learning via Pattern-Aware Ciphertext Encoding. | Ran Ran, Zhaoting Gong, Zhaowei Li, Wujie Wen |
| 2024 | COMPSAC | Ants: Attacking Spatial Temporal Graph Learning Networks Structurally. | Ran Ran, Qi Liu, Nuo Xu, Ning Sui, Wujie Wen |
| 2024 | ICCAD | AdaPI: Facilitating DNN Model Adaptivity for Efficient Private Inference in Edge Computing. | Tong Zhou, Jiahui Zhao, Yukui Luo, Xi Xie, Wujie Wen, Caiwen Ding, Xiaolin Xu |
| 2024 | ICCAD | TSB: Tiny Shared Block for Efficient DNN Deployment on NVCIM Accelerators. | Yifan Qin, Zheyu Yan, Zixuan Pan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi |
| 2023 | DAC | Neurogenesis Dynamics-inspired Spiking Neural Network Training Acceleration. | Shaoyi Huang, Haowen Fang, Kaleel Mahmood, Bowen Lei, Nuo Xu, Bin Lei, Yue Sun, Dongkuan Xu, Wujie Wen, Caiwen Ding |
| 2023 | DAC | PASNet: Polynomial Architecture Search Framework for Two-party Computation-based Secure Neural Network Deployment. | 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 | ICCAD | Improving Realistic Worst-Case Performance of NVCiM DNN Accelerators Through Training with Right-Censored Gaussian Noise. | Zheyu Yan, Yifan Qin, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi |
| 2023 | ICCV | AutoReP: Automatic ReLU Replacement for Fast Private Network Inference. | 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 | ICML | SpENCNN: Orchestrating Encoding and Sparsity for Fast Homomorphically Encrypted Neural Network Inference. | Ran Ran, Xinwei Luo, Wei Wang, Tao Liu, Gang Quan, Xiaolin Xu, Caiwen Ding, Wujie Wen |
| 2023 | ICML | COLA: Orchestrating Error Coding and Learning for Robust Neural Network Inference Against Hardware Defects. | Anlan Yu, Ning Lyu, Jieming Yin, Zhiyuan Yan, Wujie Wen |
| 2023 | MICRO | AQ2PNN: Enabling Two-party Privacy-Preserving Deep Neural Network Inference with Adaptive Quantization. | Yukui Luo, Nuo Xu, Hongwu Peng, Chenghong Wang, Shijin Duan, Kaleel Mahmood, Wujie Wen, Caiwen Ding, Xiaolin Xu |
| 2023 | SP | Spectral-DP: Differentially Private Deep Learning through Spectral Perturbation and Filtering. | Ce Feng, Nuo Xu, Wujie Wen, Parv Venkitasubramaniam, Caiwen Ding |
| 2022 | ACSAC | NeuGuard: Lightweight Neuron-Guided Defense against Membership Inference Attacks. | Nuo Xu, Binghui Wang, Ran Ran, Wujie Wen, Parv Venkitasubramaniam |
| 2022 | ASPDAC | Reliable Memristive Neural Network Accelerators Based on Early Denoising and Sparsity Induction. | Anlan Yu, Ning Lyu, Wujie Wen, Zhiyuan Yan |
| 2022 | DAC | A length adaptive algorithm-hardware co-design of transformer on FPGA through sparse attention and dynamic pipelining. | Hongwu Peng, Shaoyi Huang, Shiyang Chen, Bingbing Li, Tong Geng, Ang Li, Weiwen Jiang, Wujie Wen, Jinbo Bi, Hang Liu, Caiwen Ding |
| 2022 | ICCAD | EVE: Environmental Adaptive Neural Network Models for Low-Power Energy Harvesting System. | Sahidul Islam, Shanglin Zhou, Ran Ran, Yufang Jin, Wujie Wen, Caiwen Ding, Mimi Xie |
| 2021 | DAC | Efficient Implementation of Finite Field Arithmetic for Binary Ring-LWE Post-Quantum Cryptography Through a Novel Lookup-Table-Like Method. | Jiafeng Xie, Pengzhou He, Wujie Wen |
| 2021 | DAC | Neural Pruning Search for Real-Time Object Detection of Autonomous Vehicles. | Pu Zhao, Geng Yuan, Yuxuan Cai, Wei Niu, Qi Liu, Wujie Wen, Bin Ren, Yanzhi Wang, Xue Lin |
| 2020 | ACSAC | StegoNet: Turn Deep Neural Network into a Stegomalware. | Tao Liu, Zihao Liu, Qi Liu, Wujie Wen, Wenyao Xu, Ming Li |
| 2020 | ASPDAC | Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation. | Xiaolong Ma, Geng Yuan, Sheng Lin, Caiwen Ding, Fuxun Yu, Tao Liu, Wujie Wen, Xiang Chen, Yanzhi Wang |
| 2020 | DAC | Monitoring the Health of Emerging Neural Network Accelerators with Cost-effective Concurrent Test. | Qi Liu, Tao Liu, Zihao Liu, Wujie Wen, Chengmo Yang |
| 2020 | DAC | Stealing Your Data from Compressed Machine Learning Models. | Nuo Xu, Qi Liu, Tao Liu, Zihao Liu, Xiaochen Guo, Wujie Wen |
| 2020 | ECCV | An Image Enhancing Pattern-Based Sparsity for Real-Time Inference on Mobile Devices. | 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 | ICCAD | Concurrent Weight Encoding-based Detection for Bit-Flip Attack on Neural Network Accelerators. | Qi Liu, Wujie Wen, Yanzhi Wang |
| 2020 | ICCAD | ECC Cache: A Lightweight Error Detection for Phase-Change Memory Stuck-At Faults. | Chao Zhang, Khaled Abdelaal, Angel Chen, Xinhui Zhao, Wujie Wen, Xiaochen Guo |
| 2020 | MICCAI | Defending Deep Learning-Based Biomedical Image Segmentation from Adversarial Attacks: A Low-Cost Frequency Refinement Approach. | Qi Liu, Han Jiang, Tao Liu, Zihao Liu, Sicheng Li, Wujie Wen, Yiyu Shi |
| 2020 | MICCAI | Orchestrating Medical Image Compression and Remote Segmentation Networks. | Zihao Liu, Sicheng Li, Yen-Kuang Chen, Tao Liu, Qi Liu, Xiaowei Xu, Yiyu Shi, Wujie Wen |
| 2019 | AAAI | Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks. | Yanzhi Wang, Zheng Zhan, Liang Zhao, Jian Tang, Siyue Wang, Jiayu Li, Bo Yuan, Wujie Wen, Xue Lin |
| 2019 | ASPDAC | A system-level perspective to understand the vulnerability of deep learning systems. | Tao Liu, Nuo Xu, Qi Liu, Yanzhi Wang, Wujie Wen |
| 2019 | CCGRID | Game Theoretic-Based Approaches for Cybersecurity-Aware Virtual Machine Placement in Public Cloud Clusters. | Soamar Homsi, Gang Quan, Wujie Wen, Gustavo A. Chaparro-Baquero, Laurent Njilla |
| 2019 | CVPR | Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples. | Zihao Liu, Qi Liu, Tao Liu, Nuo Xu, Xue Lin, Yanzhi Wang, Wujie Wen |
| 2019 | CVPR | Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds. | Zihao Liu, Xiaowei Xu, Tao Liu, Qi Liu, Yanzhi Wang, Yiyu Shi, Wujie Wen, Meiping Huang, Haiyun Yuan, Jian Zhuang |
| 2019 | DAC | A Fault-Tolerant Neural Network Architecture. | Tao Liu, Wujie Wen, Lei Jiang, Yanzhi Wang, Chengmo Yang, Gang Quan |
| 2019 | HPCA | E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs. | Zhe Li, Caiwen Ding, Siyue Wang, Wujie Wen, Youwei Zhuo, Chang Liu, Qinru Qiu, Wenyao Xu, Xue Lin, Xuehai Qian, Yanzhi Wang |
| 2019 | ICCAD | Making the Fault-Tolerance of Emerging Neural Network Accelerators Scalable. | Tao Liu, Wujie Wen |
| 2018 | ASPDAC | PT-spike: A precise-time-dependent single spike neuromorphic architecture with efficient supervised learning. | Tao Liu, Lei Jiang, Yier Jin, Gang Quan, Wujie Wen |
| 2018 | ASPDAC | Security analysis and enhancement of model compressed deep learning systems under adversarial attacks. | Qi Liu, Tao Liu, Zihao Liu, Yanzhi Wang, Yier Jin, Wujie Wen |
| 2018 | DAC | DeepN-JPEG: a deep neural network favorable JPEG-based image compression framework. | Zihao Liu, Tao Liu, Wujie Wen, Lei Jiang, Jie Xu, Yanzhi Wang, Gang Quan |
| 2018 | ECCV | A Systematic DNN Weight Pruning Framework Using Alternating Direction Method of Multipliers. | Tianyun Zhang, Shaokai Ye, Kaiqi Zhang, Jian Tang, Wujie Wen, Makan Fardad, Yanzhi Wang |
| 2018 | ICCAD | 3DICT: a reliable and QoS capable mobile process-in-memory architecture for lookup-based CNNs in 3D XPoint ReRAMs. | Qian Lou, Wujie Wen, Lei Jiang |
| 2018 | ICCAD | Defensive dropout for hardening deep neural networks under adversarial attacks. | Siyue Wang, Xiao Wang, Pu Zhao, Wujie Wen, David R. Kaeli, Peter Chin, Xue Lin |
| 2018 | VTS | Special session on reliability and vulnerability of neuromorphic computing systems. | Shimeng Yu, Chenchen Liu, Wujie Wen, Yiran Chen |
| 2017 | ASPDAC | A statistical STT-RAM retention model for fast memory subsystem designs. | Zihao Liu, Wujie Wen, Lei Jiang, Yier Jin, Gang Quan |
| 2017 | ASPDAC | Algorithm-hardware co-optimization of the memristor-based framework for solving SOCP and homogeneous QCQP problems. | Ao Ren, Sijia Liu, Ruizhe Cai, Wujie Wen, Pramod K. Varshney, Yanzhi Wang |
| 2017 | ASPDAC | Design of a pre-scheduled data bus for advanced encryption standard encrypted system-on-chips. | Xiaokun Yang, Wujie Wen |
| 2017 | ICCAD | MT-spike: A multilayer time-based spiking neuromorphic architecture with temporal error backpropagation. | Tao Liu, Zihao Liu, Fuhong Lin, Yier Jin, Gang Quan, Wujie Wen |
| 2017 | ISLPED | XNOR-POP: A processing-in-memory architecture for binary Convolutional Neural Networks in Wide-IO2 DRAMs. | Lei Jiang, Minje Kim, Wujie Wen, Danghui Wang |
| 2016 | ASPDAC | Improving read performance of STT-MRAM based main memories through Smash Read and Flexible Read. | Lei Jiang, Wujie Wen, Danghui Wang, Lide Duan |
| 2016 | ASPDAC | A novel PUF based on cell error rate distribution of STT-RAM. | Xian Zhang, Guangyu Sun, Yaojun Zhang, Yiran Chen, Hai Li, Wujie Wen, Jia Di |
| 2016 | DAC | AOS: adaptive overwrite scheme for energy-efficient MLC STT-RAM cache. | Xunchao Chen, Navid Khoshavi, Jian Zhou, Dan Huang, Ronald F. DeMara, Jun Wang, Wujie Wen, Yiran Chen |
| 2016 | DAC | NVSim-VX | Enes Eken, Linghao Song, Ismail Bayram, Cong Xu, Wujie Wen, Yuan Xie, Yiran Chen |
| 2016 | DAC | TEMP: thread batch enabled memory partitioning for GPU. | Mengjie Mao, Wujie Wen, Xiaoxiao Liu, Jingtong Hu, Danghui Wang, Yiran Chen, Hai Li |
| 2016 | DAC | On harmonic fixed-priority scheduling of periodic real-time tasks with constrained deadlines. | Tianyi Wang, Qiushi Han, Shi Sha, Wujie Wen, Gang Quan, Meikang Qiu |
| 2016 | DATE | Sliding Basket: An adaptive ECC scheme for runtime write failure suppression of STT-RAM cache. | Xue Wang, Mengjie Mao, Enes Eken, Wujie Wen, Hai Li, Yiran Chen |
| 2016 | DATE | A holistic tri-region MLC STT-RAM design with combined performance, energy, and reliability optimizations. | Wujie Wen, Mengjie Mao, Hai Li, Yiran Chen, Yukui Pei, Ning Ge |
| 2016 | ICCAD | A data locality-aware design framework for reconfigurable sparse matrix-vector multiplication kernel. | Sicheng Li, Yandan Wang, Wujie Wen, Yu Wang, Yiran Chen, Hai Li |
| 2016 | ICCAD | Security of neuromorphic computing: thwarting learning attacks using memristor's obsolescence effect. | Chaofei Yang, Beiye Liu, Hai Li, Yiran Chen, Wujie Wen, Mark Barnell, Qing Wu, Jeyavijayan Rajendran |
| 2016 | ICPP | Performance Maximization via Frequency Oscillation on Temperature Constrained Multi-core Processors. | Shi Sha, Wujie Wen, Ming Fan, Shaolei Ren, Gang Quan |
| 2015 | DAC | FlexLevel: a novel NAND flash storage system design for LDPC latency reduction. | Jie Guo, Wujie Wen, Jingtong Hu, Danghui Wang, Hai Li, Yiran Chen |
| 2014 | DAC | A New Field-assisted Access Scheme of STT-RAM with Self-reference Capability. | Enes Eken, Yaojun Zhang, Wujie Wen, Rajiv V. Joshi, Hai Li, Yiran Chen |
| 2014 | DAC | Exploration of GPGPU Register File Architecture Using Domain-wall-shift-write based Racetrack Memory. | Mengjie Mao, Wujie Wen, Yaojun Zhang, Yiran Chen, Hai (Helen) Li |
| 2014 | DAC | State-Restrict MLC STT-RAM Designs for High-Reliable High-Performance Memory System. | Wujie Wen, Yaojun Zhang, Mengjie Mao, Yiran Chen |
| 2013 | ASPDAC | Loadsa: A yield-driven top-down design method for STT-RAM array. | Wujie Wen, Yaojun Zhang, Lu Zhang, Yiran Chen |
| 2013 | DATE | DA-RAID-5: a disturb aware data protection technique for NAND flash storage systems. | Jie Guo, Wujie Wen, Yaojun Zhang, Sicheng Li, Hai Li, Yiran Chen |
| 2013 | ICCAD | CD-ECC: content-dependent error correction codes for combating asymmetric nonvolatile memory operation errors. | Wujie Wen, Mengjie Mao, Xiaochun Zhu, Seung-Hyuk Kang, Danghui Wang, Yiran Chen |
| 2012 | DAC | PS3-RAM: a fast portable and scalable statistical STT-RAM reliability analysis method. | Wujie Wen, Yaojun Zhang, Yiran Chen, Yu Wang, Yuan Xie |
| 2012 | ICCAD | Multi-level cell STT-RAM: Is it realistic or just a dream? | Yaojun Zhang, Lu Zhang, Wujie Wen, Guangyu Sun, Yiran Chen |