Ming-Zhe Zhang

Most-cited papers

Distilling Bit-level Sparsity Parallelism for General Purpose Deep Learning Acceleration
Hang Lu, Liang Chang, Chenglong Li, Zi-Xuan Zhu +3 more
2021Micro59 citations
Semantic Scholar
Trinity: A General Purpose FHE Accelerator
Xiang-Long Deng, Sheng-Yu Fan, Zhicheng Hu, Zhuo-Yu Tian +8 more
2024Micro52 citations Open access
Semantic Scholar
WarpDrive: GPU-Based Fully Homomorphic Encryption Acceleration Leveraging Tensor and CUDA Cores
Guang Fan, Ming-Zhe Zhang, Fang-Yu Zheng, Sheng-Yu Fan +6 more
2025International Symposium on High-Performance Computer Architecture35 citations
Semantic Scholar
Neo: Towards Efficient Fully Homomorphic Encryption Acceleration using Tensor Core
Dian Jiao, Xiang-Long Deng, Zhi-Wei Wang, Sheng-Yu Fan +4 more
2025International Symposium on Computer Architecture29 citations Open access
Semantic Scholar
CipherPrune: Efficient and Scalable Private Transformer Inference
Yan-Cheng Zhang, Jiaqi Xue, Meng Zheng, Mi-Mi Xie +3 more
2025International Conference on Learning Representations22 citations
Semantic Scholar
Flagger: Cooperative Acceleration for Large-Scale Cross-Silo Federated Learning Aggregation
Xiurui Pan, Yuda An, Sheng-Wen Liang, Bo Mao +4 more
2024International Symposium on Computer Architecture13 citations
Semantic Scholar
FAST:An FHE Accelerator for Scalable-parallelism with Tunable-bit
Sheng-Yu Fan, Xiang-Long Deng, Liang Kong, Gui-Ming Shi +4 more
2025International Symposium on Computer Architecture12 citations Open access
Semantic Scholar
Quick-and-Dirty: An Architecture for High-Performance Temporary Short Writes in MLC PCM
Ming-Zhe Zhang, Lunkai Zhang, Lei Jiang, F. Chong +1 more
2019IEEE transactions on computers12 citations
Semantic Scholar
Alchemist: A Unified Accelerator Architecture for Cross-Scheme Fully Homomorphic Encryption
Jia-Nan Mu, Husheng Han, Shang-Yi Shi, Jing Ye +8 more
2024Design Automation Conference10 citations
Semantic Scholar
Towards Efficient Privacy-Preserving Machine Learning: A Systematic Review from Protocol, Model, and System Perspectives
Wen-Xuan Zeng, Tian-Shi Xu, Yi Chen, Yi-Fan Zhou +4 more
2025IACR Cryptology ePrint Archive9 citations
Semantic Scholar
BitX: Empower Versatile Inference with Hardware Runtime Pruning
Hong-Yan Li, Hang Lu, Jiawen Huang, Wenxu Wang +4 more
2021International Conference on Parallel Processing7 citations Open access
Semantic Scholar
HAWK: Fully Homomorphic Encryption Accelerator with Fixed-Word Key Decomposition Switching
Liang Kong, Sheng-Yu Fan, Xiang-Long Deng, Lei Chen +6 more
2025Micro6 citations Open access
Semantic Scholar
RAC-NAF: A Reconfigurable Analog Circuitry for Nonlinear Activation Function Computation in Computing-in-Memory
Chenjia Xie, Zhuang Shao, Ming-Zhe Zhang, Yuan Du +1 more
2025IEEE Journal of Solid-State Circuits6 citations
Semantic Scholar
Taiyi: A high-performance CKKS accelerator for Practical Fully Homomorphic Encryption
Sheng-Yu Fan, Xiang-Long Deng, Zhuo-Yu Tian, Zhicheng Hu +4 more
2024arXiv.org6 citations
Semantic Scholar
A Novel Extensible Simulation Framework for CXL-Enabled Systems
Yuda An, Shushu Yi, Bo Mao, Qiao Li +7 more
2024arXiv.org6 citations
Semantic Scholar
When Deep Learning Meets the Edge: Auto-Masking Deep Neural Networks for Efficient Machine Learning on Edge Devices
Ning Lin, Hang Lu, Xing Hu, Jingliang Gao +2 more
2019ICCD6 citations
Semantic Scholar
Xerxes: Extensive Exploration of Scalable Hardware Systems with CXL-Based Simulation Framework
Yuda An, Shushu Yi, Bo Mao, Qiao Li +7 more
2026USENIX Conference on File and Storage Technologies5 citations
Semantic Scholar
XHarvest: Rethinking High-Performance and Cost-Efficient SSD Architecture with CXL-Driven Harvesting
Li Peng, Wenbo Wu, Shushu Yi, Xian-Zhang Chen +7 more
2025International Symposium on Computer Architecture5 citations Open access
Semantic Scholar
An Efficient Delta Compression Framework Seamlessly Integrated into Inline Deduplication
Yu-Cheng Zhang, Wen-Bin Zeng, Hong Jiang, Dan Feng +4 more
2025ACM Transactions on Storage5 citations
Semantic Scholar
Exploration of Karatsuba Algorithm for Efficient Barrett Modular Multiplication
Bo Zhang, Ming-Zhe Zhang, Shou-Meng Yan
2026IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems4 citations
Semantic Scholar
An Efficient and Scalable Hardware Architecture for Number Theoretic Transform on FPGA with Design Automation
Yilan Zhu, Geng Yang, Xingyu Tian, Dilshan Kumarathunga +11 more
2026International Symposium on High-Performance Computer Architecture4 citations
Semantic Scholar
ALLMod: Exploring Area-Efficiency of LUT-based Large Number Modular Reduction via Hybrid Workloads
Fang-Xin Liu, Haomin Li, Zong-Wu Wang, Bo Zhang +4 more
2025Design Automation Conference4 citations
Semantic Scholar
LEGOSim: A Unified Parallel Simulation Framework for Multi-chiplet Heterogeneous Integration
Tian-Tian Lin, Cheng Qiu, Xiao-Hang Wang, Ling Wang +10 more
2025Micro4 citations Open access
Semantic Scholar
Architecting Effectual Computation for Machine Learning Accelerators
Hang Lu, Ming-Zhe Zhang, Yin-He Han, Qi Wang +2 more
2020IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems4 citations
Semantic Scholar
WPC: Weight Plaintext Compression for CNN Inference based on RNS-CKKS
Gui-Ming Shi, Yuchen Wei, Sheng-Yu Fan, Xiang-Long Deng +6 more
2025Conference on Computer and Communications Security3 citations Open access
Semantic Scholar
LP-HENN: fully homomorphic encryption accelerator with high energy efficiency
Zhuo-Yu Tian, Lei Chen, Sheng-Yu Fan, Xiang-Long Deng +3 more
2025Cybersecurity3 citations Open access
Semantic Scholar
VNet: a versatile network to train real-time semantic segmentation models on a single GPU
Wenxing Li, Ning Lin, Ming-Zhe Zhang, Hang Lu +2 more
2021Science China Information Sciences3 citations
Semantic Scholar
TensorFHE+: Fully Homomorphic Encryption Acceleration Based on Linear Algebra
Yin-Tai Sun, Sheng-Yu Fan, Zhenhua Yin, Xinkai Song +8 more
2026IEEE transactions on computers2 citations
Semantic Scholar
FHEFusion: Enabling Operator Fusion in FHE Compilers for Depth-Efficient DNN Inference
Tian-Xiang Sui, Jianxin Lai, Long Li, Peng Yuan +6 more
2026IEEE/ACM International Symposium on Code Generation and Optimization2 citations
Semantic Scholar
On Improving the Performance of Intra- and Inter-chiplet Interconnection Networks in Multi-chiplet Systems for Accelerating FHE Encrypted Neural Network Applications
Ze-Wei Lai, Jinhui Ye, Xiao-Hang Wang, Zhe Fu +9 more
2025ACM Transactions on Embedded Computing Systems2 citations Open access
Semantic Scholar
ROSETTA: Efficient and Accurate Privacy-Preserving LLM Decoding via Hybrid CKKS/TFHE Evaluation
Jiang-Rui Yu, Bao-Sheng Zhang, Liang Kong, Ling-Ling Ding +4 more
20261 citations
Semantic Scholar
HyperDrive: Hierarchical Exploitation of Memory Efficiency for GPU-Based FHE Acceleration
Guang Fan, Yi Chen, Lei Chen, Liang Kong +12 more
2026International Symposium on Computer Architecture1 citations
Semantic Scholar
Binary Subscript Representation and Efficient Pipelined Number Theoretic Transform
Bo Zhang, Ming-Zhe Zhang, Shou-Meng Yan
2026IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems1 citations
Semantic Scholar
MNEMOS: A GPU-Based TFHE Acceleration Framework with Memory Access Optimization
Junyi Zhang, Xiang-Long Deng, Yi Chen, Guang Fan +5 more
2026International Symposium on Computer Architecture1 citations
Semantic Scholar
Falcon: Algorithm-Hardware Co-Design for Efficient Fully Homomorphic Encryption Accelerator
Liang Kong, Xiang-Long Deng, Guang Fan, Sheng-Yu Fan +6 more
2026International Conference on Architectural Support for Programming Languages and Operating Systems1 citations Open access
Semantic Scholar
The Future of Fully Homomorphic Encryption System: From a Storage I/O Perspective
Lei Chen, Erci Xu, Yi-Ming Sun, Sheng-Yu Fan +7 more
2025Advanced Parallel Programming Technologies1 citations
Semantic Scholar
RAM-NAF: A Reconfigurable Analog Module for Nonlinear Activation Function Computation in Processing-in-Memory
Chenjia Xie, Zhuang Shao, Yajie Wu, Cheng-Jie Liu +4 more
1 citations
Semantic Scholar
Chimera: A Unified FHE Accelerator with Enhanced Compatibility for TFHE
Teng-Hui Hua, Hua-Wei Li, Jia-Nan Mu, Jing Ye +2 more
20260 citations
Semantic Scholar
A Bitwidth-Flexible Modular Multiplier with Shift-Free Accumulation for Efficient NTT Acceleration in FHE
Zihao Yang, Dian Jiao, Sheng-Yu Fan, Xiang-Long Deng +2 more
2026International Symposium on Circuits and Systems0 citations
Semantic Scholar
OmniCifro: A Heterogeneous Acceleration System with PIM for Encrypted Computation
Sheng-Yu Fan, Xiang-Long Deng, Liang Kong, Guang Fan +6 more
2026IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems0 citations
Semantic Scholar
A survey on fully homomorphic encryption compilers
Zhuo-Yu Tian, Sheng-Yu Fan, Xiang-Long Deng, Rui Hou +2 more
2026Cybersecurity0 citations Open access
Semantic Scholar
ArborDorp: An Area Efficient CKKS Accelerator
Xiang-Long Deng, Sheng-Yu Fan, Zhicheng Hu, Zhuo-Yu Tian +6 more
2026IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems0 citations
Semantic Scholar
Understanding and boosting fully homomorphic encryption applications on GPU
Sheng-Yu Fan, Xiang-Long Deng, Xulong Tang, Weizhi Xu +1 more
2026Cybersecurity0 citations Open access
Semantic Scholar
A Framework for Developing and Optimizing Fully Homomorphic Encryption Programs on GPUs
Jianyu Zhao, Xueyu Wu, Guang Fan, Ming-Zhe Zhang +3 more
2026International Conference on Architectural Support for Programming Languages and Operating Systems0 citations Open access
Semantic Scholar
GPU Acceleration of TFHE-Based High-Precision Nonlinear Layers for Encrypted LLM Inference
Guo-Ci Chen, Xiurui Pan, Qiao Li, Bo Mao +4 more
2026arXiv.org0 citations
Semantic Scholar
CACO: Chiplet-based FHE Acceleration with Inter-Chiplet Communication Optimizations
Xiang-Long Deng, Sheng-Yu Fan, Liang Kong, Yilan Zhu +8 more
2026IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems0 citations
Semantic Scholar
Analysis of Bit-Flip Attacks on Encrypted Neural Networks
Zihao Yang, Yilan Zhu, Rui Hou, Dan Meng +2 more
2025International Conference on Parallel and Distributed Systems0 citations
Semantic Scholar
Corrosion Hammer: A Self-Activated Bit-Flip Attack to the Processing-In-Memory Accelerator
Zihao Yang, Meng Zheng, Sheng-Yu Fan, Qian Lou +3 more
2025Cybersecurity0 citations Open access
Semantic Scholar