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Ngai Wong

Peking University

27H-index
387Paper Count
2.9KCitation Count
Published Papers 46
Publication Date
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Memristive singular value decomposition
errNature Communications
IF15.7
err2026-09-20
err0
errOAAI
errChenchen Ding; Zhengwu Liu; Yibei Zhang; Can Li; Jianshi Tang; Bin Gao; Hao Yu; Huaqiang Wu; Ngai Wong
errShare
errSave
EdgeLUT: Ultra-Efficient Configurable LUT-Based Edge Accelerator for Fixed-Resolution Image Restoration
errIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
IF2.9
err2026-08-31
err0
PREAI
errBoyu Li; Baizhou Jiang; Zhilin Ai; Chenchen Ding; Wenqing Shi; Binxiao Huang; Jie Liu; Zhengyuan Tu; Guoyu Wang; Hao Yu; Ngai Wong
errShare
errSave
Design principles for π-conjugated hydrogel semiconductors
errNature Materials
IF38.5
err2026-07-10
err0
PREAI
errHao Huang; Jing Bai; Silan Zhang; Binbin Cui; Xiaonan Chen; Shilei Dai; Xiang Meng; Ngai Wong; George G. Malliaras; Shiming Zhang
errShare
errSave
From SMURF to HI-SMURF: Scalable Multivariate Nonlinear Function Approximation via Compact Stochastic Architectures
errIEEE Transactions on Computers
IF3.8
err2026-07-01
err0
PREAI
errFeng, Xincheng; Zhou, Wenyong; Wu, Taiqiang; Liu, Zhengwu; Li, Meng; Wong, Ngai
errShare
errSave
XStreamVGGT: Extremely Memory-Efficient Streaming Vision Geometry Grounded Transformer With KV Cache Compression
errJournal of the Society for Information Display
IF2.2
err2026-05-01
err0
errOAAI
errSu, Zunhai; Ye, Weihao; Feng, Hansen; Fan, Keyu; Zhang, Jing; Yu, Dahai; Liu, Zhengwu; Wong, Ngai
errShare
errSave
ReNN-RV: Run-Time PE Reconfiguration for DNN Inference Acceleration With Custom RISC-V ISA
errIEEE Transactions on Computers
IF3.8
err2026-03-03
err0
PREAI
errYueting Li; Terry Tao Ye; Ngai Wong; Zhenhua Zhu; Yongfu Li; Weisheng Zhao
errShare
errSave
Privacy-preserving data analysis using a memristor chip with colocated authentication and processing
errScience Advances
IF12.5
err2026-02-06
err0
errOAAI
errZhengwu Liu; Zhongrui Wang; Chenchen Ding; Bohan Lin; Jianshi Tang; Bin Gao; Ngai Wong; Huaqiang Wu
errShare
errSave
Memristor-based adaptive analog-to-digital conversion for efficient and accurate compute-in-memory
errNature Communications
IF15.7
err2025-11-06
err0
errOAAI
errHaiqiao Hong; Zhiyuan Du; Mingrui Jiang; Ruibin Mao; Yuan Ren; Fuyi Li; Wei Mao; Muyuan Peng; Wei Zhang; Zhengwu Liu; Can Li; Ngai Wong
errShare
errSave
To Fold or Not to Fold: Graph Regularized Tensor Train for Visual Data Completion
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2025-09-30
err0
PREAI
errLe Xu; Lei Cheng; Ngai Wong; Yik-Chung Wu
errShare
errSave
Binary Weight Multibit Activation Quantization for Compute-in-Memory CNN Accelerators
errIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
IF2.9
err2025-08-04
err0
PREAI
errWenyong Zhou; Zhengwu Liu; Yuan Ren; Ngai Wong
errShare
errSave
Transforming memristor noises into computational innovations
errCommunications Materials
IF9.6
err2025-07-14
err0
errOAAI
errChenchen Ding; Yuan Ren; Zhengwu Liu; Ngai Wong
errShare
errSave
Valence-Arousal Disentangled Representation Learning for Emotion Recognition in SSVEP-Based BCIs
errIEEE Journal of Biomedical and Health Informatics
IF6.8
err2025-07-01
err0
PREAI
errYipeng Du; Jie Chen; Zhengwu Liu; Ngai Wong; Chi Zhang; Zhiwei Ding; Jian Liu; Edith C.H. Ngai
errShare
errSave
Novel Partitioning-Based Approach for Electromigration Assessment With Neural Networks
errIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
IF2.9
err2025-05-07
err0
PREAI
errTianshu Hou; Farid N. Najm; Ngai Wong; Hai-Bao Chen
errShare
errSave
Lite It Fly: An All-Deformable-Butterfly Network
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-01-01
err0
errOAAI
errLin, Rui; Li, Jason Chun Lok; Zhou, Jiajun; Huang, Binxiao; Ran, Jie; Wong, Ngai
errShare
errSave
Hyperdimensional Computing With Multiscale Local Binary Patterns for Scalp EEG-Based Epileptic Seizure Detection
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-08-01
err0
PREAI
errDu, Yipeng; Ren, Yuan; Wong, Ngai; Ngai, Edith C. H.
errShare
errSave
A Reconfigurable Processing Element for Multiple-Precision Floating/Fixed-Point HPC
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
IF4.9
err2024-03-01
err1
PREAI
errLi, Boyu; Li, Kai; Zhou, Jiajun; Ren, Yuan; Mao, Wei; Yu, Hao; Wong, Ngai
errShare
errSave
FAT: Frequency-Aware Transformation for Bridging Full-Precision and Low-Precision Deep Representations
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-02-01
err3
PREAI
errTao, Chaofan; Lin, Rui; Chen, Quan; Zhang, Zhaoyang; Luo, Ping; Wong, Ngai
errShare
errSave
Tensor train factorization under noisy and incomplete data with automatic rank estimation
errPATTERN RECOGNITION
IF7.6
err2023-09-01
err8
errOAAI
errXu, Le; Cheng, Lei; Wong, Ngai; Wu, Yik-Chung
errShare
errSave
Experimentally validated memristive memory augmented neural network with efficient hashing and similarity search
errNATURE COMMUNICATIONS
IF15.7
err2022-10-21
err23
errOAAI
errMao, Ruibin; Wen, Bo; Kazemi, Arman; Zhao, Yahui; Laguna, Ann Franchesca; Lin, Rui; Wong, Ngai; Niemier, Michael; Hu, X. Sharon; Sheng, Xia; Graves, Catherine E.; Strachan, John Paul; Li, Can
errShare
errSave
Kernelized support tensor train machines
errPATTERN RECOGNITION
IF7.6
err2022-02-01
err14
errOAAI
errChen, Cong; Batselier, Kim; Yu, Wenjian; Wong, Ngai
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
G
George G. Malliaras
H-index: 114 · Papers: 630
P
Ping Luo
H-index: 94 · Papers: 594
J
Johan A. K. Suykens
H-index: 86 · Papers: 872
Z
Zhen‐Yu Yin
H-index: 80 · Papers: 835
W
Weng Cho Chew
H-index: 80 · Papers: 1.0K
View more