Ho-Cheung Ng

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 25

Top Venues

University of Hong Kong, Pokfulam, Hong Kong (PHD)

Education History

University of Hong Kong, Pokfulam, Hong Kong

PHD

Publications

Junyi Liu, Aleksandar Dragojevic, Shane T. Fleming, Antonios Katsarakis, Dario Korolija, Igor Zablotchi, Ho-Cheung Ng, Anuj Kalia, Miguel Castro
Honeycomb: Ordered Key-Value Store Acceleration on an FPGA-Based SmartNIC. IEEE Trans. Computers 73 (3) (2024)
Junyi Liu, Aleksandar Dragojevic, Shane Flemming, Antonios Katsarakis, Dario Korolija, Igor Zablotchi, Ho-Cheung Ng, Anuj Kalia, Miguel Castro
Honeycomb: ordered key-value store acceleration on an FPGA-based SmartNIC. CoRR (2023)
Maolin Wang, Kelvin C. M. Lee, Bob M. F. Chung, Sharatchandra Varma Bogaraju, Ho-Cheung Ng, Justin S. J. Wong, Ho Cheung Shum, Kevin K. Tsia, Hayden Kwok-Hay So
Low-Latency In Situ Image Analytics With FPGA-Based Quantized Convolutional Neural Network. IEEE Trans. Neural Networks Learn. Syst. 33 (7) (2022)
Ho-Cheung Ng, Izaak Coleman, Shuanglong Liu, Wayne Luk
Reconfigurable Acceleration of Short Read Mapping with Biological Consideration. FPGA (2021)
Ho-Cheung Ng, Shuanglong Liu, Izaak Coleman, Ringo S. W. Chu, Man-Chung Yue, Wayne Luk
Acceleration of Short Read Alignment with Runtime Reconfiguration. FPT (2020)
Izaak Coleman, Giacomo Corleone, James Arram, Ho-Cheung Ng, Luca Magnani, Wayne Luk
GeDi: applying suffix arrays to increase the repertoire of detectable SNVs in tumour genomes. BMC Bioinform. 21 (1) (2020)
Ringo S. W. Chu, Ho-Cheung Ng, Xiwei Wang, Wayne Luk
Convolution Based Spectral Partitioning Architecture for Hyperspectral Image Classification. CoRR (2019)
Jiuxi Meng, Nadeen Gebara, Ho-Cheung Ng, Paolo Costa, Wayne Luk
Investigating the Feasibility of FPGA-based Network Switches. ASAP (2019)
Ringo S. W. Chu, Ho-Cheung Ng, Xiwei Wang, Wayne Luk
Convolution Based Spectral Partitioning Architecture for Hyperspectral Image Classification. IGARSS (2019)
Erwei Wang, James J. Davis, Ruizhe Zhao, Ho-Cheung Ng, Xinyu Niu, Wayne Luk, Peter Y. K. Cheung, George A. Constantinides
Deep Neural Network Approximation for Custom Hardware: Where We've Been, Where We're Going. CoRR (2019)
Erwei Wang, James J. Davis, Ruizhe Zhao, Ho-Cheung Ng, Xinyu Niu, Wayne Luk, Peter Y. K. Cheung, George A. Constantinides
Deep Neural Network Approximation for Custom Hardware: Where We've Been, Where We're Going. ACM Comput. Surv. 52 (2) (2019)
Ruizhe Zhao, Ho-Cheung Ng, Wayne Luk, Xinyu Niu
Towards Efficient Convolutional Neural Network for Domain-Specific Applications on FPGA. CoRR (2018)
Hongxiang Fan, Ho-Cheung Ng, Shuanglong Liu, Zhiqiang Que, Xinyu Niu, Wayne Luk
Reconfigurable Acceleration of 3D-CNNs for Human Action Recognition with Block Floating-Point Representation. FPL (2018)
Hongxiang Fan, Shuanglong Liu, Martin Ferianc, Ho-Cheung Ng, Zhiqiang Que, Shen Liu, Xinyu Niu, Wayne Luk
A Real-Time Object Detection Accelerator with Compressed SSDLite on FPGA. FPT (2018)
Ho-Cheung Ng, Shuanglong Liu, Wayne Luk
ADAM: Automated Design Analysis and Merging for Speeding up FPGA Development. FPGA (2018)
Shuanglong Liu, Chenglong Zeng, Hongxiang Fan, Ho-Cheung Ng, Jiuxi Meng, Zhiqiang Que, Xinyu Niu, Wayne Luk
Memory-Efficient Architecture for Accelerating Generative Networks on FPGA. FPT (2018)
Ruizhe Zhao, Shuanglong Liu, Ho-Cheung Ng, Erwei Wang, James J. Davis, Xinyu Niu, Xiwei Wang, Huifeng Shi, George A. Constantinides, Peter Y. K. Cheung, Wayne Luk
Hardware Compilation of Deep Neural Networks: An Overview. ASAP (2018)
Shuanglong Liu, Hongxiang Fan, Xinyu Niu, Ho-Cheung Ng, Yang Chu, Wayne Luk
Optimizing CNN-based Segmentation with Deeply Customized Convolutional and Deconvolutional Architectures on FPGA. ACM Trans. Reconfigurable Technol. Syst. 11 (3) (2018)
Ruizhe Zhao, Ho-Cheung Ng, Wayne Luk, Xinyu Niu
Towards Efficient Convolutional Neural Network for Domain-Specific Applications on FPGA. FPL (2018)
Ho-Cheung Ng, Shuanglong Liu, Wayne Luk
Reconfigurable acceleration of genetic sequence alignment: A survey of two decades of efforts. FPL (2017)
Sam M. H. Ho, C.-H. Dominic Hung, Ho-Cheung Ng, Maolin Wang, Hayden Kwok-Hay So
A Parameterizable Activation Function Generator for FPGA-Based Neural Network Applications. FCCM (2017)
Ho-Cheung Ng, Maolin Wang, Bob M. F. Chung, B. Sharat Chandra Varma, Manish Kumar Jaiswal, Sam M. H. Ho, Kevin K. Tsia, Ho Cheung Shum, Hayden Kwok-Hay So
High-throughput cellular imaging with high-speed asymmetric-detection time-stretch optical microscopy under FPGA platform. ReConFig (2016)
Maolin Wang, Ho-Cheung Ng, Bob M. F. Chung, B. Sharat Chandra Varma, Manish Kumar Jaiswal, Kevin K. Tsia, Ho Cheung Shum, Hayden Kwok-Hay So
Real-time object detection and classification for high-speed asymmetric-detection time-stretch optical microscopy on FPGA. FPT (2016)
Ho-Cheung Ng, Cheng Liu, Hayden Kwok-Hay So
A Soft Processor Overlay with Tightly-coupled FPGA Accelerator. CoRR (2016)
Sam M. H. Ho, Maolin Wang, Ho-Cheung Ng, Hayden Kwok-Hay So
Towards FPGA-assisted spark: An SVM training acceleration case study. ReConFig (2016)
Cheng Liu, Ho-Cheung Ng, Hayden Kwok-Hay So
Automatic Nested Loop Acceleration on FPGAs Using Soft CGRA Overlay. CoRR (2015)
Cheng Liu, Ho-Cheung Ng, Hayden Kwok-Hay So
QuickDough: A rapid FPGA loop accelerator design framework using soft CGRA overlay. FPT (2015)
Jun-qi Deng, Francis Chi-Moon Lau, Ho-Cheung Ng, Yu-Kwong Kwok, Hung-Kwan Chen, Yuheng Liu
WIJAM: A Mobile Collaborative Improvisation Platform under Master-players Paradigm. NIME (2014)
Ho-Cheung Ng, Yuk-Ming Choi, Hayden Kwok-Hay So
Direct virtual memory access from FPGA for high-productivity heterogeneous computing. FPT (2013)

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Publication Activity (10 Years)

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Ho-Cheung Ng