Self-Correction Trace Model: A Full-System Simulator for Optical Network-on-Chip. - Mingzhe Zhang 005; Liqiang He; Dongrui Fan (IPDPS Workshops, 2012)

SimICT: A fast and flexible framework for performance and power evaluation of large-scale architecture. - Xiaochun Ye; Dongrui Fan; Ninghui Sun; Shibin Tang; Mingzhe Zhang 005; Hao Zhang 009 (ISLPED, 2013)

Energy-Performance Modeling and Optimization of Parallel Computing in On-Chip Networks. - Shuai Zhang; Zhiyong Liu 002; Dongrui Fan; Fenglong Song; Mingzhe Zhang 005 (TrustCom/ISPA/IUCC, 2013)

A Path-Adaptive Opto-electronic Hybrid NoC for Chip Multi-processor. - Mingzhe Zhang 005; Da Wang; Xiaochun Ye; Liqiang He; Dongrui Fan; Zhiyong Liu 002 (TrustCom/ISPA/IUCC, 2013)

SpongeDirectory: flexible sparse directories utilizing multi-level memristors. - Lunkai Zhang; Dmitri B. Strukov; Hebatallah Saadeldeen; Dongrui Fan; Mingzhe Zhang 005; Diana Franklin (PACT, 2014)

COMRANCE: A rapid method for Network-on-Chip design space exploration. - Mingzhe Zhang 005; Yangguang Shi; Fa Zhang 001; Zhiyong Liu 002 (IGSC, 2016)

Balancing Performance and Lifetime of MLC PCM by Using a Region Retention Monitor. - Mingzhe Zhang 005; Lunkai Zhang; Lei Jiang 001; Zhiyong Liu 002; Frederic T. Chong (HPCA, 2017)

Quick-and-Dirty: Improving Performance of MLC PCM by Using Temporary Short Writes. - Mingzhe Zhang 005; Lunkai Zhang; Lei Jiang 001; Frederic T. Chong; Zhiyong Liu 002 (ICCD, 2017)

Mmalloc: A Dynamic Memory Management on Many-core Coprocessor for the Acceleration of Storage-intensive Bioinformatics Application. - Zihao Wang; Mingzhe Zhang 005; Jingrong Zhang; Rui Yan 009; Xiaohua Wan; Zhiyong Liu 002; Fa Zhang 001; Xuefeng Cui (BIBM, 2018)

FindeR: Accelerating FM-Index-Based Exact Pattern Matching in Genomic Sequences through ReRAM Technology. - Farzaneh Zokaee; Mingzhe Zhang 005; Lei Jiang 001 (PACT, 2019)

Magma: A Monolithic 3D Vertical Heterogeneous ReRAM-based Main Memory Architecture. - Farzaneh Zokaee; Mingzhe Zhang 005; Xiaochun Ye; Dongrui Fan; Lei Jiang 001 (DAC, 2019)

C-MAP: Improving the Effectiveness of Mapping Method for CGRA by Reducing NoC Congestion. - Shuqian An; Mingzhe Zhang 005; Xiaochun Ye; Da Wang; Hao Zhang 009; Dongrui Fan; Zhimin Tang (HPCC/SmartCity/DSS, 2019)

When Deep Learning Meets the Edge: Auto-Masking Deep Neural Networks for Efficient Machine Learning on Edge Devices. - Ning Lin; Hang Lu; Xing Hu 001; Jingliang Gao; Mingzhe Zhang 005; Xiaowei Li 001 (ICCD, 2019)

Balancing Performance and Energy Efficiency of ONoC by Using Adaptive Bandwidth. - Mingzhe Zhang 005; Lunkai Zhang; Frederic T. Chong; Zhiyong Liu 002 (ICCD, 2019)

Quick-and-Dirty: An Architecture for High-Performance Temporary Short Writes in MLC PCM. - Mingzhe Zhang 005; Lunkai Zhang; Lei Jiang 001; Frederic T. Chong; Zhiyong Liu 002 (IEEE Trans. Computers, 2019)

Architecting Effectual Computation for Machine Learning Accelerators. - Hang Lu; Mingzhe Zhang 005; Yinhe Han 001; Qi Wang 025; Huawei Li 001; Xiaowei Li 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Streamline Ring ORAM Accesses through Spatial and Temporal Optimization. - Dingyuan Cao 002; Mingzhe Zhang 005; Hang Lu; Xiaochun Ye; Dongrui Fan; Yuezhi Che; Rujia Wang (HPCA, 2021)

BitX: Empower Versatile Inference with Hardware Runtime Pruning. - Hongyan Li; Hang Lu; Jiawen Huang; Wenxu Wang; Mingzhe Zhang 005; Wei Chen; Liang Chang 002; Xiaowei Li 001 (ICPP, 2021)

CoPIM: A Concurrency-aware PIM Workload Offloading Architecture for Graph Applications. - Liang Yan; Mingzhe Zhang 005; Rujia Wang; Xiaoming Chen 003; Xingqi Zou; Xiaoyang Lu; Yinhe Han 001; Xian-He Sun (ISLPED, 2021)

Distilling Bit-level Sparsity Parallelism for General Purpose Deep Learning Acceleration. - Hang Lu; Liang Chang 002; Chenglong Li; Zixuan Zhu 001; Shengjian Lu; Yanhuan Liu; Mingzhe Zhang 005 (MICRO, 2021)

RISC-NN: Use RISC, NOT CISC as Neural Network Hardware Infrastructure. - Taoran Xiang; Lunkai Zhang; Shuqian An; Xiaochun Ye; Mingzhe Zhang 005; Yanhuan Liu; Mingyu Yan; Da Wang; Hao Zhang 009; Wenming Li; Ninghui Sun; Dongrui Fan (CoRR, 2021)

Accelerating Graph Processing With Lightweight Learning-Based Data Reordering. - Mo Zou; Mingzhe Zhang 005; Rujia Wang; Xian-He Sun; Xiaochun Ye; Dongrui Fan; Zhimin Tang (IEEE Comput. Archit. Lett., 2022)

VNet: a versatile network to train real-time semantic segmentation models on a single GPU. - Wenxing Li; Ning Lin; Mingzhe Zhang 005; Hang Lu; Xiaoming Chen 003; Xiaowei Li 001 (Sci. China Inf. Sci., 2022)

TensorFHE: Achieving Practical Computation on Encrypted Data Using GPGPU. - Shengyu Fan; Zhiwei Wang; Weizhi Xu 001; Rui Hou 001; Dan Meng 002; Mingzhe Zhang 005 (HPCA, 2023)

Poseidon: Practical Homomorphic Encryption Accelerator. - Yinghao Yang 001; Huaizhi Zhang; Shengyu Fan; Hang Lu; Mingzhe Zhang 005; Xiaowei Li 001 (HPCA, 2023)

iEDA: An Open-Source Intelligent Physical Implementation Toolkit and Library. - Xingquan Li; Simin Tao; Zengrong Huang; Shijian Chen; Zhisheng Zeng; Liwei Ni; Zhipeng Huang 009; Chunan Zhuang; Hongxi Wu; Weiguo Li; Xueyan Zhao; He Liu; et al. (CoRR, 2023)

Alchemist: A Unified Accelerator Architecture for Cross-Scheme Fully Homomorphic Encryption. - Jianan Mu; Husheng Han; Shangyi Shi; Jing Ye 001; Zizhen Liu; Shengwen Liang; Meng Li 004; Mingzhe Zhang 005; Song Bian 001; Xing Hu 001; Huawei Li 001; Xiaowei Li 001 (DAC, 2024)

Flagger: Cooperative Acceleration for Large-Scale Cross-Silo Federated Learning Aggregation. - Xiurui Pan; Yuda An; Shengwen Liang; Bo Mao 003; Mingzhe Zhang 005; Qiao Li 001; Myoungsoo Jung; Jie Zhang 048 (ISCA, 2024)

Trinity: A General Purpose FHE Accelerator. - Xianglong Deng; Shengyu Fan; Zhicheng Hu; Zhuoyu Tian; Zihao Yang; Jiangrui Yu; Dingyuan Cao 002; Dan Meng 002; Rui Hou 001; Meng Li 004; Qian Lou; Mingzhe Zhang 005 (MICRO, 2024)

Taiyi: A high-performance CKKS accelerator for Practical Fully Homomorphic Encryption. - Shengyu Fan; Xianglong Deng; Zhuoyu Tian; Zhicheng Hu; Liang Chang 002; Rui Hou 001; Dan Meng 002; Mingzhe Zhang 005 (CoRR, 2024)

A Novel Extensible Simulation Framework for CXL-Enabled Systems. - Yuda An; Shushu Yi; Bo Mao 003; Qiao Li 001; Mingzhe Zhang 005; Ke Zhou 001; Nong Xiao 001; Guangyu Sun 003; Xiaolin Wang 001; Yingwei Luo; Jie Zhang 048 (CoRR, 2024)

Skyway: Accelerate Graph Applications with a Dual-Path Architecture and Fine-Grained Data Management. - Mo Zou; Mingzhe Zhang 005; Rujia Wang; Xian-He Sun; Xiaochun Ye; Dong-Rui Fan; Zhimin Tang (J. Comput. Sci. Technol., 2024)

The Future of Fully Homomorphic Encryption System: From a Storage I/O Perspective. - Lei Chen; Erci Xu; Yiming Sun; Shengyu Fan; Xianglong Deng; Guiming Shi; Guang Fan 001; Liang Kong 005; Yilan Zhu; Shoumeng Yan; Mingzhe Zhang 005 (APPT, 2025)

WPC: Weight Plaintext Compression for CNN Inference based on RNS-CKKS. - Guiming Shi; Yuchen Wei; Shengyu Fan; Xianglong Deng; Liang Kong 005; Xianbin Li; Jingwei Cai; Shuwen Deng; Mingzhe Zhang 005; Kaisheng Ma (CCS, 2025)

Corrosion Hammer: A Self-Activated Bit-Flip Attack to the Processing-In-Memory Accelerator. - Zihao Yang; Mengxin Zheng; Shengyu Fan; Qian Lou; Rui Hou 001; Dan Meng 002; Mingzhe Zhang 005 (CF, 2025)

ALLMod: Exploring Area-Efficiency of LUT-based Large Number Modular Reduction via Hybrid Workloads. - Fangxin Liu; Haomin Li 002; Zongwu Wang; Bo Zhang 098; Mingzhe Zhang 005; Shoumeng Yan; Li Jiang 002; Haibing Guan (DAC, 2025)

WarpDrive: GPU-Based Fully Homomorphic Encryption Acceleration Leveraging Tensor and CUDA Cores. - Guang Fan 001; Mingzhe Zhang 005; Fangyu Zheng; Shengyu Fan; Tian Zhou; Xianglong Deng; Wenxu Tang; Liang Kong 005; Yixuan Song; Shoumeng Yan (HPCA, 2025)

CipherPrune: Efficient and Scalable Private Transformer Inference. - Yancheng Zhang; Jiaqi Xue; Mengxin Zheng; Mimi Xie; Mingzhe Zhang 005; Lei Jiang 001; Qian Lou (ICLR, 2025)

Analysis of Bit-Flip Attacks on Encrypted Neural Networks. - Zihao Yang; Yilan Zhu; Rui Hou 001; Dan Meng 002; Shengyu Fan; Mingzhe Zhang 005 (ICPADS, 2025)

FAST: An FHE Accelerator for Scalable-parallelism with Tunable-bit. - Shengyu Fan; Xianglong Deng; Liang Kong 005; Guiming Shi; Guang Fan 001; Dan Meng 002; Rui Hou 001; Mingzhe Zhang 005 (ISCA, 2025)

Neo: Towards Efficient Fully Homomorphic Encryption Acceleration using Tensor Core. - Dian Jiao; Xianglong Deng; Zhiwei Wang; Shengyu Fan; Yi Chen; Dan Meng 002; Rui Hou 001; Mingzhe Zhang 005 (ISCA, 2025)

XHarvest: Rethinking High-Performance and Cost-Efficient SSD Architecture with CXL-Driven Harvesting. - Li Peng; Wenbo Wu; Shushu Yi; Xianzhang Chen; Chenxi Wang 005; Shengwen Liang; Zhe Wang 017; Nong Xiao 001; Qiao Li 001; Mingzhe Zhang 005; Jie Zhang 048 (ISCA, 2025)

HAWK: Fully Homomorphic Encryption Accelerator with Fixed-Word Key Decomposition Switching. - Liang Kong 005; Shengyu Fan; Xianglong Deng; Lei Chen; Guang Fan 001; Guiming Shi; Yilan Zhu; Geng Yang 001; Shoumeng Yan; Mingzhe Zhang 005 (MICRO, 2025)

LEGOSim: A Unified Parallel Simulation Framework for Multi-chiplet Heterogeneous Integration. - Tiantian Lin; Cheng Qiu; Xiaohang Wang 001; Ling Wang 005; Zhulin Zheng; Yingtao Jiang; Amit Kumar Singh 002; Jieming Yin; Sihai Qiu; Xiaodong Li; Xin Tang; Jie Song; et al. (MICRO, 2025)

On Improving the Performance of Intra- and Inter-chiplet Interconnection Networks in Multi-chiplet Systems for Accelerating FHE Encrypted Neural Network Applications. - Zewei Lai; Jinhui Ye; Xiaohang Wang 001; Zheang Fu; Amit Kumar Singh 002; Yingtao Jiang; Kui Ren 001; Mei Yang 001; Sihai Qiu; Xiaodong Li; Xin Tang; Jie Song; et al. (ACM Trans. Embed. Comput. Syst., 2025)

RAC-NAF: A Reconfigurable Analog Circuitry for Nonlinear Activation Function Computation in Computing-in-Memory. - Chenjia Xie; Zhuang Shao; Mingzhe Zhang 005; Yuan Du; Li Du (IEEE J. Solid State Circuits, 2025)

An Efficient Delta Compression Framework Seamlessly Integrated into Inline Deduplication. - Yucheng Zhang; Wenbin Zeng; Hong Jiang 001; Dan Feng 001; Zichen Xu 001; Shuibing He; Mingzhe Zhang 005; Dan Wu 010 (ACM Trans. Storage, 2025)

LP-HENN: fully homomorphic encryption accelerator with high energy efficiency. - Zhuoyu Tian; Lei Chen; Shengyu Fan; Xianglong Deng; Rui Hou 001; Dan Meng 002; Mingzhe Zhang 005 (Cybersecur., 2025)

A Framework for Developing and Optimizing Fully Homomorphic Encryption Programs on GPUs. - Jianyu Zhao 004; Xueyu Wu 001; Guang Fan 001; Mingzhe Zhang 005; Shoumeng Yan; Lei Ju 001; Zhuoran Ji (ASPLOS (2), 2026)

Falcon: Algorithm-Hardware Co-Design for Efficient Fully Homomorphic Encryption Accelerator. - Liang Kong 005; Xianglong Deng; Guang Fan 001; Shengyu Fan; Lei Chen; Yilan Zhu; Geng Yang 001; Yisong Chang; Shoumeng Yan; Mingzhe Zhang 005 (ASPLOS (2), 2026)

Xerxes: Extensive Exploration of Scalable Hardware Systems with CXL-Based Simulation Framework. - Yuda An; Shushu Yi; Bo Mao 003; Qiao Li 001; Mingzhe Zhang 005; Diyu Zhou; Ke Zhou 001; Nong Xiao 001; Guangyu Sun 003; Yingwei Luo; Jie Zhang 048 (FAST, 2026)

An Efficient and Scalable Hardware Architecture for Number Theoretic Transform on FPGA with Design Automation. - Yilan Zhu; Geng Yang 001; Xingyu Tian; Dilshan Kumarathunga; Liang Kong 005; Xianglong Deng; Shengyu Fan; Guang Fan 001; Guiming Shi; Lei Chen; Bo Zhang 098; Yisong Chang; et al. (HPCA, 2026)

A Bitwidth-Flexible Modular Multiplier with Shift-Free Accumulation for Efficient NTT Acceleration in FHE. - Zihao Yang; Dian Jiao; Shengyu Fan; Xianglong Deng; Rui Hou 001; Mingzhe Zhang 005 (ISCAS, 2026)

Libra: Pattern-Scheduling Co-Optimization for Cross-Scheme FHE Code Generation over GPGPU. - Song Bian 001; Yintai Sun; Zian Zhao; Haowen Pan; Mingzhe Zhang 005; Zhenyu Guan 002 (IACR Cryptol. ePrint Arch., 2026)

TensorFHE+: Fully Homomorphic Encryption Acceleration Based on Linear Algebra. - Yintai Sun; Shengyu Fan; Zhenhua Yin; Xinkai Song; Xing Hu 001; Zidong Du; Qi Guo 001; Weizhi Xu 001; Rui Hou 001; Dan Meng 002; Song Bian 001; Mingzhe Zhang 005 (IEEE Trans. Computers, 2026)

Exploration of Karatsuba Algorithm for Efficient Barrett Modular Multiplication. - Bo Zhang 098; Mingzhe Zhang 005; Shoumeng Yan (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2026)

GPU Acceleration of TFHE-Based High-Precision Nonlinear Layers for Encrypted LLM Inference. - Guoci Chen; Xiurui Pan; Qiao Li 001; Bo Mao 003; Congming Gao; Chengying Huan; Mingzhe Zhang 005; Jie Zhang 048 (CoRR, 2026)