Mingzhe Zhang

Orcid: 0000-0002-6440-7550

Affiliations:
  • Ant Research, Beijing, China


According to our database1, Mingzhe Zhang authored at least 57 papers between 2012 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
GPU Acceleration of TFHE-Based High-Precision Nonlinear Layers for Encrypted LLM Inference.
CoRR, April, 2026

Exploration of Karatsuba Algorithm for Efficient Barrett Modular Multiplication.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., February, 2026

TensorFHE+: Fully Homomorphic Encryption Acceleration Based on Linear Algebra.
IEEE Trans. Computers, February, 2026

Libra: Pattern-Scheduling Co-Optimization for Cross-Scheme FHE Code Generation over GPGPU.
IACR Cryptol. ePrint Arch., 2026

A Bitwidth-Flexible Modular Multiplier with Shift-Free Accumulation for Efficient NTT Acceleration in FHE.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2026

An Efficient and Scalable Hardware Architecture for Number Theoretic Transform on FPGA with Design Automation.
Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2026

Xerxes: Extensive Exploration of Scalable Hardware Systems with CXL-Based Simulation Framework.
Proceedings of the 24th USENIX Conference on File and Storage Technologies, 2026

Falcon: Algorithm-Hardware Co-Design for Efficient Fully Homomorphic Encryption Accelerator.
Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2026

A Framework for Developing and Optimizing Fully Homomorphic Encryption Programs on GPUs.
Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2026

2025
LP-HENN: fully homomorphic encryption accelerator with high energy efficiency.
Cybersecur., December, 2025

An Efficient Delta Compression Framework Seamlessly Integrated into Inline Deduplication.
ACM Trans. Storage, November, 2025

RAC-NAF: A Reconfigurable Analog Circuitry for Nonlinear Activation Function Computation in Computing-in-Memory.
IEEE J. Solid State Circuits, October, 2025

On Improving the Performance of Intra- and Inter-chiplet Interconnection Networks in Multi-chiplet Systems for Accelerating FHE Encrypted Neural Network Applications.
ACM Trans. Embed. Comput. Syst., 2025

LEGOSim: A Unified Parallel Simulation Framework for Multi-chiplet Heterogeneous Integration.
Proceedings of the 58th IEEE/ACM International Symposium on Microarchitecture, 2025

HAWK: Fully Homomorphic Encryption Accelerator with Fixed-Word Key Decomposition Switching.
Proceedings of the 58th IEEE/ACM International Symposium on Microarchitecture, 2025

XHarvest: Rethinking High-Performance and Cost-Efficient SSD Architecture with CXL-Driven Harvesting.
Proceedings of the 52nd Annual International Symposium on Computer Architecture, 2025

Neo: Towards Efficient Fully Homomorphic Encryption Acceleration using Tensor Core.
Proceedings of the 52nd Annual International Symposium on Computer Architecture, 2025

FAST: An FHE Accelerator for Scalable-parallelism with Tunable-bit.
Proceedings of the 52nd Annual International Symposium on Computer Architecture, 2025

Analysis of Bit-Flip Attacks on Encrypted Neural Networks.
Proceedings of the 31th IEEE International Conference on Parallel and Distributed Systems, 2025

CipherPrune: Efficient and Scalable Private Transformer Inference.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

WarpDrive: GPU-Based Fully Homomorphic Encryption Acceleration Leveraging Tensor and CUDA Cores.
Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2025

ALLMod: Exploring Area-Efficiency of LUT-based Large Number Modular Reduction via Hybrid Workloads.
Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

Corrosion Hammer: A Self-Activated Bit-Flip Attack to the Processing-In-Memory Accelerator.
Proceedings of the 22nd ACM International Conference on Computing Frontiers, 2025

WPC: Weight Plaintext Compression for CNN Inference based on RNS-CKKS.
Proceedings of the 2025 ACM SIGSAC Conference on Computer and Communications Security, 2025

The Future of Fully Homomorphic Encryption System: From a Storage I/O Perspective.
Proceedings of the Advanced Parallel Processing Technologies, 2025

2024
Skyway: Accelerate Graph Applications with a Dual-Path Architecture and Fine-Grained Data Management.
J. Comput. Sci. Technol., July, 2024

A Novel Extensible Simulation Framework for CXL-Enabled Systems.
CoRR, 2024

Taiyi: A high-performance CKKS accelerator for Practical Fully Homomorphic Encryption.
CoRR, 2024

Trinity: A General Purpose FHE Accelerator.
Proceedings of the 57th IEEE/ACM International Symposium on Microarchitecture, 2024

Flagger: Cooperative Acceleration for Large-Scale Cross-Silo Federated Learning Aggregation.
Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024

Alchemist: A Unified Accelerator Architecture for Cross-Scheme Fully Homomorphic Encryption.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023
iEDA: An Open-Source Intelligent Physical Implementation Toolkit and Library.
CoRR, 2023

Poseidon: Practical Homomorphic Encryption Accelerator.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2023

TensorFHE: Achieving Practical Computation on Encrypted Data Using GPGPU.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2023

2022
VNet: a versatile network to train real-time semantic segmentation models on a single GPU.
Sci. China Inf. Sci., 2022

Accelerating Graph Processing With Lightweight Learning-Based Data Reordering.
IEEE Comput. Archit. Lett., 2022

2021
RISC-NN: Use RISC, NOT CISC as Neural Network Hardware Infrastructure.
CoRR, 2021

Distilling Bit-level Sparsity Parallelism for General Purpose Deep Learning Acceleration.
Proceedings of the MICRO '21: 54th Annual IEEE/ACM International Symposium on Microarchitecture, 2021

CoPIM: A Concurrency-aware PIM Workload Offloading Architecture for Graph Applications.
Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2021

BitX: Empower Versatile Inference with Hardware Runtime Pruning.
Proceedings of the ICPP 2021: 50th International Conference on Parallel Processing, Lemont, IL, USA, August 9, 2021

Streamline Ring ORAM Accesses through Spatial and Temporal Optimization.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021

2020
Architecting Effectual Computation for Machine Learning Accelerators.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

2019
Quick-and-Dirty: An Architecture for High-Performance Temporary Short Writes in MLC PCM.
IEEE Trans. Computers, 2019

Balancing Performance and Energy Efficiency of ONoC by Using Adaptive Bandwidth.
Proceedings of the 37th IEEE International Conference on Computer Design, 2019

When Deep Learning Meets the Edge: Auto-Masking Deep Neural Networks for Efficient Machine Learning on Edge Devices.
Proceedings of the 37th IEEE International Conference on Computer Design, 2019

C-MAP: Improving the Effectiveness of Mapping Method for CGRA by Reducing NoC Congestion.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Magma: A Monolithic 3D Vertical Heterogeneous ReRAM-based Main Memory Architecture.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

FindeR: Accelerating FM-Index-Based Exact Pattern Matching in Genomic Sequences through ReRAM Technology.
Proceedings of the 28th International Conference on Parallel Architectures and Compilation Techniques, 2019

2018
Mmalloc: A Dynamic Memory Management on Many-core Coprocessor for the Acceleration of Storage-intensive Bioinformatics Application.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Quick-and-Dirty: Improving Performance of MLC PCM by Using Temporary Short Writes.
Proceedings of the 2017 IEEE International Conference on Computer Design, 2017

Balancing Performance and Lifetime of MLC PCM by Using a Region Retention Monitor.
Proceedings of the 2017 IEEE International Symposium on High Performance Computer Architecture, 2017

2016
COMRANCE: A rapid method for Network-on-Chip design space exploration.
Proceedings of the Seventh International Green and Sustainable Computing Conference, 2016

2014
SpongeDirectory: flexible sparse directories utilizing multi-level memristors.
Proceedings of the International Conference on Parallel Architectures and Compilation, 2014

2013
A Path-Adaptive Opto-electronic Hybrid NoC for Chip Multi-processor.
Proceedings of the 12th IEEE International Conference on Trust, 2013

Energy-Performance Modeling and Optimization of Parallel Computing in On-Chip Networks.
Proceedings of the 12th IEEE International Conference on Trust, 2013

SimICT: A fast and flexible framework for performance and power evaluation of large-scale architecture.
Proceedings of the International Symposium on Low Power Electronics and Design (ISLPED), 2013

2012
Self-Correction Trace Model: A Full-System Simulator for Optical Network-on-Chip.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012


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