Kejie Huang
长聘副教授
Designs neural network processors and in-memory computing hardware, and studies machine learning for intelligent security and biomedicine.
Kejie Huang's lab at Zhejiang works on accelerators, chips & architecture and security & privacy. 52 papers since 2023, 9 at top venues, mostly ICCV and AAAI. Applications close .
At a glance
- papers, 2023–2026
- 14/ year
- at T1 venues
- 17%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 10 papers2026 · T1 2 · collecting
- 17 papers2025 · T1 5
- 13 papers2024 · T1 0
- 12 papers2023 · T1 2
T1 venuesOtherVenues: ICCV, AAAI, ACM MM, ASPLOS, CVPR
Research focuspaper titles that use each topic's words
- Accelerators, chips & architecture5 papers
- Security & privacy3 papers
- in-memory computing1 paper
- computing hardware0 papers
- processors0 papers
Paper list
From DBLP.
202610 papers
- IEEE Trans. Very Large Scale Integr. Syst.A Bit-Level Loosely Coupled Spiking Neural Network Accelerator With Fast Inference and Hybrid Early Termination (opens in a new tab)
- Microelectron. J.CNM-MNPO: A Compute-Near-Memory FPGA architecture with a mesh NoC placement optimization (opens in a new tab)
- FGFlow Augmentation and Knowledge Distillation for Lightweight Face Presentation Attack Detection (opens in a new tab)
- IEEE Trans. Emerg. Top. Comput.HENM: A High-Performance CKKS Key Switching Accelerator via Near-Memory Computing (opens in a new tab)
- IEEE Trans. Dependable Secur. Comput.HTCNN: High-Throughput Batch CNN Inference With Homomorphic Encryption (opens in a new tab)
- IACR Trans. Cryptogr. Hardw. Embed. Syst.PipFHE: Resource-Efficient Privacy-Preserving Deep CNN Inference via Padded Batch Packing and Channel Merging over FHE (opens in a new tab)
- IEEE Trans. Circuits Syst. Artif. Intell.RARPIM: A Robust and Adaptive 1FeFET-1T-1C Based Compute-in-Memory Macro With Capacitor Reused Pipeline SAR ADC (opens in a new tab)
- ICLR (T1)Rethinking Residual Errors in Compensation-based LLM Quantization (opens in a new tab)
- IEEE J. Emerg. Sel. Topics Circuits Syst.TetrisG-SDK: Efficient Convolutional Layer Mapping With Adaptive Windows and Grouped Convolutions for Fast In-Memory Computing (opens in a new tab)
- CVPR (T1)VLM-PTQ: Efficient Post-Training Quantization for Large Vision-Language Models (opens in a new tab)
202517 papers
- ISCASA 1FeFET-1T-1C based Compute-in-Memory Macro with Capacitor Reused Pipeline SAR ADC (opens in a new tab)
- Microelectron. J.A bit-level loosely coupled computing-in-memory macro with early termination (opens in a new tab)
- IACR Cryptol. ePrint Arch.A Chosen-Ciphertext Side-Channel Attack on Shuffled CRYSTALS-Kyber (opens in a new tab)
- FCCMA FeFET-Based Compute-in-Memory Architecture on FPGA for Neural Network Inference (opens in a new tab)
- IEEE Trans. Very Large Scale Integr. Syst.A Robust Computing-in-Memory Macro With 2T1R1C Cells and Reused Capacitors for Successive-Approximation ADC (opens in a new tab)
- Knowl. Based Syst.AdvSpoofGuard: Optimal transport driven robust face presentation attack detection system (opens in a new tab)
- IEEE Geosci. Remote. Sens. Lett.Cross-Modal Adaptation for Object Detection in Infrared Remote Sensing Imagery (opens in a new tab)
- AAAI (T1)FreeMask: Rethinking the Importance of Attention Masks for Zero-Shot Video Editing (opens in a new tab)
- Knowl. Based Syst.Knowledge distillation with predicted depth for robust and lightweight face presentation attack detection (opens in a new tab)
- ASPLOS (T1)MVQ: Towards Efficient DNN Compression and Acceleration with Masked Vector Quantization (opens in a new tab)
- Inf. Technol. Control.ORPTQ: An Improved Large Model Quantization Method Based on Optimal Quantization Range (opens in a new tab)
- IEEE Trans. ComputersPQNTRU: Acceleration of NTRU-Based Schemes via Customized Post-Quantum Processor (opens in a new tab)
202413 papers
- Euro-ParA Folded Computation-in-Memory Accelerator for Fast Polynomial Multiplication in BIKE (opens in a new tab)
- IACR Trans. Cryptogr. Hardw. Embed. Syst.A Highly-efficient Lattice-based Post-Quantum Cryptography Processor for IoT Applications (opens in a new tab)
- IEEE Trans. Circuits Syst. II Express BriefsA Low-Power Charge-Domain Bit-Scalable Readout System for Fully-Parallel Computing-in-Memory Accelerators (opens in a new tab)
- ACM Trans. Reconfigurable Technol. Syst.An All-digital Compute-in-memory FPGA Architecture for Deep Learning Acceleration (opens in a new tab)
- ICCBR WorkshopsAutomated Detection of Type II Focal Cortical Dysplasia Guided by Low-Density Electroencephalogram (opens in a new tab)
- Multim. Tools Appl.Bridging partial-gated convolution with transformer for smooth-variation image inpainting (opens in a new tab)
- IEEE Trans. Circuits Syst. II Express BriefsEWS: An Energy-Efficient CNN Accelerator With Enhanced Weight Stationary Dataflow (opens in a new tab)
- IJCNNGround-Guided Conditional Pixel Synthesizer for Height-based Satellite Imagery Super-Resolution (opens in a new tab)
- IACR Cryptol. ePrint Arch.HTCNN: High-Throughput Batch CNN Inference with Homomorphic Encryption for Edge Computing (opens in a new tab)
- IEEE Trans. Consumer Electron.Human Body Parsing in Thermal InfraRed Domain (opens in a new tab)
- CAAI Trans. Intell. Technol.Multi-scale cross-domain alignment for person image generation (opens in a new tab)
- ACM Trans. Reconfigurable Technol. Syst.ProgramGalois: A Programmable Generator of Radix-4 Discrete Galois Transformation Architecture for Lattice-Based Cryptography (opens in a new tab)
202312 papers
- IEEE Trans. Very Large Scale Integr. Syst.A Low-Power In-Memory Multiplication and Accumulation Array With Modified Radix-4 Input and Canonical Signed Digit Weights (opens in a new tab)
- IEEE Trans. Consumer Electron.Continuous Volumetric Convolution Network With Self-Learning Kernels for Point Clouds (opens in a new tab)
- IEEE Trans. Multim.FDA-GAN: Flow-Based Dual Attention GAN for Human Pose Transfer (opens in a new tab)
- CVPR WorkshopFreqHPT: Frequency-aware attention and flow fusion for Human Pose Transfer (opens in a new tab)
- J. Vis. Commun. Image Represent.IFGLT: Information fusion guided lightweight Transformer for image denoising (opens in a new tab)
- IEEE Trans. Medical ImagingMsVRL: Self-Supervised Multiscale Visual Representation Learning via Cross-Level Consistency for Medical Image Segmentation (opens in a new tab)
- Appl. Intell.OAW-GAN: occlusion-aware warping GAN for unified human video synthesis (opens in a new tab)
- MCGE@MMTaming Vector-Wise Quantization for Wide-Range Image Blending with Smooth Transition (opens in a new tab)
- ICASSP (T1)Thermal Infrared Image Inpainting Via Edge-Aware Guidance (opens in a new tab)
- ACM MMTIRDet: Mono-Modality Thermal InfraRed Object Detection Based on Prior Thermal-To-Visible Translation (opens in a new tab)
- Adv. Intell. Syst.Toward Single-Cell Multiple-Strategy Processing Shift Register Powered by Phase-Change Memory Materials (opens in a new tab)
- ICCV (T1)WaveIPT: Joint Attention and Flow Alignment in the Wavelet domain for Pose Transfer (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to ZhejiangFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- Per ZJU language requirements
- Fee
- RMB 800
Not yet confirmed for this intake.
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