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W

Weng‐Fai Wong

national university of singapore

36H-index
270Paper Count
4.3KCitation Count
Published Papers 31
Publication Date
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Texplorer: Efficient Tensor Program Optimization for GPUs Using a Highly Constrained Search Space
errIEEE Transactions on Parallel and Distributed Systems
IF6
err2026-03-18
err0
PREAI
errWei Li; Bin Gao; Weng-Fai Wong
errShare
errSave
QoS Awareness and Improved Throughput of Point Cloud Services With Dynamic Workloads
errIEEE Transactions on Computers
IF3.8
err2025-12-23
err0
PREAI
errKaihua Fu; Jiuchen Shi; Yao Chen; Quan Chen; Weng-Fai Wong; Wei Wang; Bingsheng He; Minyi Guo
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errSave
Efficient Graph Data Access for Out-of-Memory GPU Streaming Graph Processing
errPROCEEDINGS OF THE VLDB ENDOWMENT
IF3.3
err2025-07-01
err0
PREAI
errWang, Qiange; Yan, Yongze; Tan, Hongshi; Chen, Cheng; Zhao, Cheng; Tian, Jiaming; Jiang, Jiaxin; Cong, Xiaoliang; Zhang, Yanfeng; Yu, Ge; Wong, Weng-Fai; He, Bingsheng
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errSave
Optimizing the Number of Clusters for Billion-Scale Quantization-Based Nearest Neighbor Search
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-11-01
err0
PREAI
errFu, Yujian; Chen, Cheng; Chen, Xiaohui; Wong, Weng-Fai; He, Bingsheng
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errSave
Optimizing for In-Memory Deep Learning With Emerging Memory Technology
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-11-01
err1
errOAAI
errWang, Zhehui; Luo, Tao; Goh, Rick Siow Mong; Zhang, Wei; Wong, Weng-Fai
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errSave
Integrating Deep Learning and Synthetic Biology: A Co-Design Approach for Enhancing Gene Expression via N-Terminal Coding Sequences
errACS SYNTHETIC BIOLOGY
IF3.9
err2024-09-04
err2
PREAI
errYan, Zhanglu; Chu, Weiran; Sheng, Yuhua; Tang, Kaiwen; Wang, Shida; Liu, Yanfeng; Wong, Weng-Fai
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errSave
Desire backpropagation: A lightweight training algorithm for multi-layer spiking neural networks based on spike-timing-dependent plasticity
errNEUROCOMPUTING
IF6.5
err2023-12-01
err2
errOAAI
errGerlinghoff, Daniel; Luo, Tao; Goh, Rick Siow Mong; Wong, Weng-Fai
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errSave
Simeuro: A Hybrid CPU-GPU Parallel Simulator for Neuromorphic Computing Chips
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2023-10-01
err2
PREAI
errZhang, Huaipeng; Ho, Nhut-Minh; Polat, Dogukan Yigit; Chen, Peng; Wahib, Mohamed; Nguyen, Truong Thao; Meng, Jintao; Goh, Rick Siow Mong; Matsuoka, Satoshi; Luo, Tao; Wong, Weng-Fai
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errSave
DeepFire2: A Convolutional Spiking Neural Network Accelerator on FPGAs
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2023-10-01
err5
errOAAI
errAung, Myat Thu Linn; Gerlinghoff, Daniel; Qu, Chuping; Yang, Liwei; Huang, Tian; Goh, Rick Siow Mong; Luo, Tao; Wong, Weng-Fai
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errSave
Achieving Green AI with Energy-Efficient Deep Learning Using Neuromorphic Computing
errCOMMUNICATIONS OF THE ACM
IF12.2
err2023-06-22
err5
errOAAI
errLuo, Tao; Wong, Weng-Fai; Goh, Rick Siow Mong; Do, Anh Tuan; Chen, Zhixian; Li, Haizhou; Jiang, Wenyu; Yau, Weiyun
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errSave
Benchmarking Quantum(-Inspired) Annealing Hardware on Practical Use Cases
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2023-06-01
err9
errOAAI
errHuang, Tian; Xu, Jun; Luo, Tao; Gu, Xiaozhe; Goh, Rick; Wong, Weng-Fai
errShare
errSave
ThunderGP: Resource-Efficient Graph Processing Framework on FPGAs with HLS
errACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF2.8
err2022-12-09
err5
errOAAI
errChen, Xinyu; Cheng, Feng; Tan, Hongshi; Chen, Yao; He, Bingsheng; Wong, Weng-Fai; Chen, Deming
errShare
errSave
Coreset: Hierarchical neuromorphic computing supporting large-scale neural networks with improved resource efficiency (vol 474, pg 128, 2022)
errNEUROCOMPUTING
IF6.5
err2022-10-01
err0
errOAAI
errYang, Liwei; Zhang, Huaipeng; Luo, Tao; Qu, Chuping; Aung, Myat Thu Linn; Cui, Yingnan; Zhou, Jun; Wong, Ming Ming; Pu, Junran; Do, Anh Tuan; Goh, Rick Siow Mong; Wong, Weng Fai
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errSave
Tensorox: Accelerating GPU Applications via Neural Approximation on Unused Tensor Cores
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2022-02-01
err4
PREAI
errHo, Nhut-Minh; Wong, Weng-Fai
errShare
errSave
Coreset: Hierarchical neuromorphic computing supporting large-scale neural networks with improved resource efficiency
errNEUROCOMPUTING
IF6.5
err2022-02-01
err8
PREAI
errYang, Liwei; Zhang, Huaipeng; Luo, Tao; Qu, Chuping; Aung, Myat Thu Linn; Cui, Yingnan; Zhou, Jun; Wong, Ming Ming; Pu, Junran; Do, Anh Tuan; Goh, Rick Siow Mong; Wong, Weng Fai
errShare
errSave
Synthesis of the Dynamical Properties of Feedback Loops in Bio-Pathways
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2021-05-01
err1
PREAI
errZhou, Jun; Ramanathan, R.; Wong, Weng-Fai
errShare
errSave
ZEM: Zero-Cycle Bit-Masking Module for Deep Learning Refresh-Less DRAM
errIEEE ACCESS
IF3.6
err2021-01-01
err6
errOAAI
errDuy-Thanh Nguyen; Nhut-Minh Ho; Minh-Son Le; Wong, Weng-Fai; Chang, Ik-Joon
errShare
errSave
Energy efficient ECG classification with spiking neural network
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2021-01-01
err72
PREAI
errYan, Zhanglu; Zhou, Jun; Wong, Weng-Fai
errShare
errSave
NV-Journaling: Locality-Aware Journaling Using Byte-Addressable Non-Volatile Memory
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2020-02-01
err4
PREAI
errChen, Cheng; Wei, Qingsong; Wong, Weng-Fai; Wang, Chundong
errShare
errSave
Fault Tolerant Stencil Computation on Cloud-Based GPU Spot Instances
errIEEE TRANSACTIONS ON CLOUD COMPUTING
IF5
err2019-10-01
err5
PREAI
errZhou, Jun; Zhang, Yan; Wong, Weng-Fai
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
B
Beng Chin Ooi
H-index: 77 · Papers: 535
B
Bingsheng He
H-index: 73 · Papers: 614
R
R. L. Ray
H-index: 69 · Papers: 273
D
Divyakant Agrawal
H-index: 67 · Papers: 553
K
Kian‐Lee Tan
H-index: 64 · Papers: 571
View more