Xinyu Niu - RankMe

75 papers A* 1A 4B 8C 2Misc 3Journal 24Unranked 31

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	High-Performance Acceleration of 2-D and 3-D CNNs on FPGAs Using Static Block Floating Point. IEEE Trans. Neural Networks Learn. Syst. Hongxiang Fan, Shuanglong Liu, Zhiqiang Que, Xinyu Niu, Wayne Luk
2023	J	`jnl`	Remarn: A Reconfigurable Multi-threaded Multi-core Accelerator for Recurrent Neural Networks. ACM Trans. Reconfigurable Technol. Syst. Zhiqiang Que, Hiroki Nakahara, Hongxiang Fan, He Li, Jiuxi Meng, Kuen Hung Tsoi, Xinyu Niu, Eriko Nurvitadhi, Wayne Luk
2023	J	`jnl`	Simple and effective complementary label learning based on mean square error loss. Mach. Vis. Appl. Chenggang Wang, Xiong Xu, Defu Liu, Xinyu Niu, Shijiao Han
2023	J	`jnl`	Simplification and Regularization Algorithm for Right-Angled Polygon Building Outlines with Jagged Edges. ISPRS Int. J. Geo Inf. Linghui Kong, Haizhong Qian, Yuqing Wu, Xinyu Niu, Di Wang, Zhekun Huang
2022	J	`jnl`	Accelerating Bayesian Neural Networks via Algorithmic and Hardware Optimizations. IEEE Trans. Parallel Distributed Syst. Hongxiang Fan, Martin Ferianc, Zhiqiang Que, Xinyu Niu, Miguel R. D. Rodrigues, Wayne Luk
2022	—	`conf`	Algorithm and Hardware Co-design for Reconfigurable CNN Accelerator. ASP-DAC Hongxiang Fan, Martin Ferianc, Zhiqiang Que, He Li, Shuanglong Liu, Xinyu Niu, Wayne Luk
2022	J	`jnl`	FPGA-Based Acceleration for Bayesian Convolutional Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Hongxiang Fan, Martin Ferianc, Zhiqiang Que, Shuanglong Liu, Xinyu Niu, Miguel R. D. Rodrigues, Wayne Luk
2022	J	`jnl`	Recurrent Neural Networks With Column-Wise Matrix-Vector Multiplication on FPGAs. IEEE Trans. Very Large Scale Integr. Syst. Zhiqiang Que, Hiroki Nakahara, Eriko Nurvitadhi, Andrew Boutros, Hongxiang Fan, Chenglong Zeng, Jiuxi Meng, Kuen Hung Tsoi, Xinyu Niu, Wayne Luk
2022	J	`jnl`	Toward Full-Stack Acceleration of Deep Convolutional Neural Networks on FPGAs. IEEE Trans. Neural Networks Learn. Syst. Shuanglong Liu, Hongxiang Fan, Martin Ferianc, Xinyu Niu, Huifeng Shi, Wayne Luk
2021	J	`jnl`	Algorithm and Hardware Co-design for Reconfigurable CNN Accelerator. CoRR Hongxiang Fan, Martin Ferianc, Zhiqiang Que, He Li, Shuanglong Liu, Xinyu Niu, Wayne Luk
2021	A*	`conf`	High-Performance FPGA-based Accelerator for Bayesian Neural Networks. DAC Hongxiang Fan, Martin Ferianc, Miguel Rodrigues, Hongyu Zhou, Xinyu Niu, Wayne Luk
2021	J	`jnl`	High-Performance FPGA-based Accelerator for Bayesian Neural Networks. CoRR Hongxiang Fan, Martin Ferianc, Miguel Rodrigues, Hongyu Zhou, Xinyu Niu, Wayne Luk
2021	J	`jnl`	In-circuit tuning of deep learning designs. J. Syst. Archit. Zhiqiang Que, Daniel Holanda Noronha, Ruizhe Zhao, Xinyu Niu, Steven J. E. Wilton, Wayne Luk
2021	J	`jnl`	The Fusion Strategy of 2D and 3D Information Based on Deep Learning: A Review. Remote. Sens. Jianghong Zhao, Yinrui Wang, Yuee Cao, Ming Guo, Xianfeng Huang, Ruiju Zhang, Xintong Dou, Xinyu Niu, Yuanyuan Cui, Jun Wang
2020	—	`conf`	A Reconfigurable Multithreaded Accelerator for Recurrent Neural Networks. FPT Zhiqiang Que, Hiroki Nakahara, Hongxiang Fan, Jiuxi Meng, Kuen Hung Tsoi, Xinyu Niu, Eriko Nurvitadhi, Wayne Luk
2020	J	`jnl`	Mapping Large LSTMs to FPGAs with Weight Reuse. J. Signal Process. Syst. Zhiqiang Que, Yongxin Zhu, Hongxiang Fan, Jiuxi Meng, Xinyu Niu, Wayne Luk
2020	—	`conf`	On the challenges in programming mixed-precision deep neural networks. MAPL@PLDI Ruizhe Zhao, Wayne Luk, Chao Xiong, Xinyu Niu, Kuen Hung Tsoi
2020	C	`conf`	Optimizing FPGA-Based CNN Accelerator Using Differentiable Neural Architecture Search. ICCD Hongxiang Fan, Martin Ferianc, Shuanglong Liu, Zhiqiang Que, Xinyu Niu, Wayne Luk
2020	Misc	`conf`	Optimizing Reconfigurable Recurrent Neural Networks. FCCM Zhiqiang Que, Hiroki Nakahara, Eriko Nurvitadhi, Hongxiang Fan, Chenglong Zeng, Jiuxi Meng, Xinyu Niu, Wayne Luk
2020	—	`conf`	Towards Overlay-based Rapid In-Circuit Tuning of Deep Learning Designs. FPT Zhiqiang Que, Daniel Holanda Noronha, Ruizhe Zhao, Xinyu Niu, Steven J. E. Wilton, Wayne Luk
2019	J	`jnl`	Deep Neural Network Approximation for Custom Hardware: Where We've Been, Where We're Going. CoRR Erwei Wang, James J. Davis, Ruizhe Zhao, Ho-Cheung Ng, Xinyu Niu, Wayne Luk, Peter Y. K. Cheung, George A. Constantinides
2019	J	`jnl`	Deep Neural Network Approximation for Custom Hardware: Where We've Been, Where We're Going. ACM Comput. Surv. Erwei Wang, James J. Davis, Ruizhe Zhao, Ho-Cheung Ng, Xinyu Niu, Wayne Luk, Peter Y. K. Cheung, George A. Constantinides
2019	—	`conf`	Efficient Weight Reuse for Large LSTMs. ASAP Zhiqiang Que, Thomas Nugent, Shuanglong Liu, Li Tian, Xinyu Niu, Yongxin Zhu, Wayne Luk
2019	—	`conf`	F-E3D: FPGA-based Acceleration of an Efficient 3D Convolutional Neural Network for Human Action Recognition. ASAP Hongxiang Fan, Cheng Luo, Chenglong Zeng, Martin Ferianc, Zhiqiang Que, Shuanglong Liu, Xinyu Niu, Wayne Luk
2019	—	`conf`	Real-Time Anomaly Detection for Flight Testing Using AutoEncoder and LSTM. FPT Zhiqiang Que, Yanyang Liu, Ce Guo, Xinyu Niu, Yongxin Zhu, Wayne Luk
2019	—	`conf`	Static Block Floating-Point Quantization for Convolutional Neural Networks on FPGA. FPT Hongxiang Fan, Gang Wang, Martin Ferianc, Xinyu Niu, Wayne Luk
2018	A	`conf`	A Low-Power Deconvolutional Accelerator for Convolutional Neural Network Based Segmentation on FPGA: Abstract Only. FPGA Shuanglong Liu, Xinyu Niu, Wayne Luk
2018	—	`conf`	A Real-Time Object Detection Accelerator with Compressed SSDLite on FPGA. FPT Hongxiang Fan, Shuanglong Liu, Martin Ferianc, Ho-Cheung Ng, Zhiqiang Que, Shen Liu, Xinyu Niu, Wayne Luk
2018	A	`conf`	Automatic Optimising CNN with Depthwise Separable Convolution on FPGA: (Abstact Only). FPGA Ruizhe Zhao, Xinyu Niu, Wayne Luk
2018	—	`conf`	Correlation Coefficient Based Cluster Data Preprocessing and LSTM Prediction Model for Time Series Data in Large Aircraft Test Flights. SmartCom Hanlin Zhu, Yongxin Zhu, Di Wu, Hui Wang, Li Tian, Wei Mao, Can Feng, Xiaowen Zha, Guobao Deng, Jiayi Chen, Tao Liu, Xinyu Niu, Kuen Hung Tsoi, Wayne Luk
2018	—	`conf`	Custom machine learning architectures: towards realtime anomaly detection for flight testing. IPDPS Workshops Di Wu, Zhanrui Sun, Yongxin Zhu, Li Tian, Hanlin Zhu, Peng Xiong, Zihao Cao, Menglin Wang, Yu Zheng, Chao Xiong, Hao Jiang, Kuen Hung Tsoi, Xinyu Niu, Wei Mao, Can Feng, Xiaowen Zha, Guobao Deng, Wayne Luk
2018	—	`conf`	Hardware Compilation of Deep Neural Networks: An Overview. ASAP 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
2018	—	`conf`	Memory-Efficient Architecture for Accelerating Generative Networks on FPGA. FPT Shuanglong Liu, Chenglong Zeng, Hongxiang Fan, Ho-Cheung Ng, Jiuxi Meng, Zhiqiang Que, Xinyu Niu, Wayne Luk
2018	J	`jnl`	Optimizing CNN-based Segmentation with Deeply Customized Convolutional and Deconvolutional Architectures on FPGA. ACM Trans. Reconfigurable Technol. Syst. Shuanglong Liu, Hongxiang Fan, Xinyu Niu, Ho-Cheung Ng, Yang Chu, Wayne Luk
2018	B	`conf`	Reconfigurable Acceleration of 3D-CNNs for Human Action Recognition with Block Floating-Point Representation. FPL Hongxiang Fan, Ho-Cheung Ng, Shuanglong Liu, Zhiqiang Que, Xinyu Niu, Wayne Luk
2018	—	`conf`	Reconfigurable Hardware Generation for Tensor Flow Models of CNN Algorithms on a Heterogeneous Acceleration Platform. SmartCom Jiajun Gao, Yongxin Zhu, Meikang Qiu, Kuen Hung Tsoi, Xinyu Niu, Wayne Luk, Ruizhe Zhao, Zhiqiang Que, Wei Mao, Can Feng, Xiaowen Zha, Guobao Deng, Jiayi Chen, Tao Liu
2018	B	`conf`	Towards Efficient Convolutional Neural Network for Domain-Specific Applications on FPGA. FPL Ruizhe Zhao, Ho-Cheung Ng, Wayne Luk, Xinyu Niu
2018	J	`jnl`	Towards Efficient Convolutional Neural Network for Domain-Specific Applications on FPGA. CoRR Ruizhe Zhao, Ho-Cheung Ng, Wayne Luk, Xinyu Niu
2017	—	`conf`	Custom Framework for Run-Time Trading Strategies. ARC Andreea-Ingrid Funie, Liucheng Guo, Xinyu Niu, Wayne Luk, Mark Salmon
2017	—	`conf`	DeepPump: Multi-pumping deep Neural Networks. ASAP Ruizhe Zhao, Tim Todman, Wayne Luk, Xinyu Niu
2017	J	`jnl`	Exploiting the chaotic behaviour of atmospheric models with reconfigurable architectures. Comput. Phys. Commun. Francis P. Russell, Peter D. Düben, Xinyu Niu, Wayne Luk, Tim N. Palmer
2017	B	`conf`	F-C3D: FPGA-based 3-dimensional convolutional neural network. FPL Hongxiang Fan, Xinyu Niu, Qiang Liu, Wayne Luk
2017	—	`conf`	Hardware Acceleration for Machine Learning. ISVLSI Ruizhe Zhao, Wayne Luk, Xinyu Niu, Huifeng Shi, Haitao Wang
2017	—	`conf`	Optimizing CNN-Based Object Detection Algorithms on Embedded FPGA Platforms. ARC Ruizhe Zhao, Xinyu Niu, Yajie Wu, Wayne Luk, Qiang Liu
2017	—	`conf`	dfesnippets: An Open-Source Library for Dataflow Acceleration on FPGAs. ARC Paul Grigoras, Pavel Burovskiy, James Arram, Xinyu Niu, Kit Cheung, Junyi Xie, Wayne Luk
2016	—	`conf`	A Scalable Dataflow Accelerator for Real Time Onboard Hyperspectral Image Classification. ARC Shaojun Wang, Xinyu Niu, Ning Ma, Wayne Luk, Philip H. W. Leong, Yu Peng
2016	B	`conf`	Connect on the fly: Enhancing and prototyping of cycle-reconfigurable modules. FPL Hao Zhou, Xinyu Niu, Junqi Yuan, Lingli Wang, Wayne Luk
2016	B	`conf`	EURECA compilation: Automatic optimisation of cycle-reconfigurable circuits. FPL Xinyu Niu, Nicholas Ng, Tomofumi Yuki, Shaojun Wang, Nobuko Yoshida, Wayne Luk
2016	—	`conf`	EXTRA: Towards the exploitation of eXascale technology for reconfigurable architectures. ReCoSoC Dirk Stroobandt, Ana Lucia Varbanescu, Catalin Bogdan Ciobanu, Muhammed Al Kadi, Andreas Brokalakis, George Charitopoulos, Tim Todman, Xinyu Niu, Dionisios N. Pnevmatikatos, Amit Kulkarni, Elias Vansteenkiste, Wayne Luk, Marco D. Santambrogio, Donatella Sciuto, Michael Hübner, Tobias Becker, Georgi Gaydadjiev, Antonis Nikitakis, Alex J. W. Thom
2016	—	`ch.`	Self-adaptive Hardware Acceleration on a Heterogeneous Cluster. Self-aware Computing Systems Xinyu Niu, Tim Todman, Wayne Luk
2015	—	`conf`	Accelerated cell imaging and classification on FPGAs for quantitative-phase asymmetric-detection time-stretch optical microscopy. FPT Junyi Xie, Xinyu Niu, Andy K. S. Lau, Kevin K. Tsia, Hayden Kwok-Hay So
2015	Misc	`conf`	Architectures and Precision Analysis for Modelling Atmospheric Variables with Chaotic Behaviour. FCCM Francis P. Russell, Peter D. Düben, Xinyu Niu, Wayne Luk, Tim N. Palmer
2015	J	`jnl`	Automating Elimination of Idle Functions by Runtime Reconfiguration. ACM Trans. Reconfigurable Technol. Syst. Xinyu Niu, Thomas C. P. Chau, Qiwei Jin, Wayne Luk, Qiang Liu, Oliver Pell
2015	A	`conf`	EURECA: On-Chip Configuration Generation for Effective Dynamic Data Access. FPGA Xinyu Niu, Wayne Luk, Yu Wang
2015	—	`conf`	EXTRA: Towards an Efficient Open Platform for Reconfigurable High Performance Computing. CSE Catalin Bogdan Ciobanu, Ana Lucia Varbanescu, Dionisios N. Pnevmatikatos, George Charitopoulos, Xinyu Niu, Wayne Luk, Marco D. Santambrogio, Donatella Sciuto, Muhammed Al Kadi, Michael Hübner, Tobias Becker, Georgi Gaydadjiev, Andreas Brokalakis, Antonis Nikitakis, Alex J. W. Thom, Elias Vansteenkiste, Dirk Stroobandt
2015	J	`jnl`	FASTER: Facilitating Analysis and Synthesis Technologies for Effective Reconfiguration. Microprocess. Microsystems Dionisios N. Pnevmatikatos, Kyprianos Papadimitriou, Tobias Becker, Peter Böhm, Andreas Brokalakis, Karel Bruneel, Catalin Bogdan Ciobanu, Tom Davidson, Georgi Gaydadjiev, Karel Heyse, Wayne Luk, Xinyu Niu, Ioannis Papaefstathiou, Danilo Pau, Oliver Pell, Christian Pilato, Marco D. Santambrogio, Donatella Sciuto, Dirk Stroobandt, Tim Todman, Elias Vansteenkiste
2015	—	`conf`	Lower precision for higher accuracy: Precision and resolution exploration for shallow water equations. FPT James Stanley Targett, Xinyu Niu, Francis P. Russell, Wayne Luk, Stephen Jeffress, Peter D. Düben
2015	J	`jnl`	Mapping Adaptive Particle Filters to Heterogeneous Reconfigurable Systems. ACM Trans. Reconfigurable Technol. Syst. Thomas C. P. Chau, Xinyu Niu, Alison Eele, Jan M. Maciejowski, Peter Y. K. Cheung, Wayne Luk
2015	—	`—`	Optimising runtime reconfigurable designs for high performance applications. Xinyu Niu
2015	J	`jnl`	Power-Adaptive Computing System Design for Solar-Energy-Powered Embedded Systems. IEEE Trans. Very Large Scale Integr. Syst. Qiang Liu, Terrence S. T. Mak, Tao Zhang, Xinyu Niu, Wayne Luk, Alex Yakovlev
2014	J	`jnl`	A Self-Aware Tuning and Self-Aware Evaluation Method for Finite-Difference Applications in Reconfigurable Systems. ACM Trans. Reconfigurable Technol. Syst. Xinyu Niu, Qiwei Jin, Wayne Luk, Stephen Weston
2014	—	`conf`	A dataflow system for anomaly detection and analysis. FPT Andrei Bara, Xinyu Niu, Wayne Luk
2014	C	`conf`	Elastic Management of Reconfigurable Accelerators. ISPA Paul Grigoras, Max Tottenham, Xinyu Niu, José Gabriel F. Coutinho, Wayne Luk
2013	—	`conf`	A framework for effective exploitation of partial reconfiguration in dataflow computing. ReCoSoC Riccardo Cattaneo, Xinyu Niu, Christian Pilato, Tobias Becker, Wayne Luk, Marco D. Santambrogio
2013	B	`conf`	A scalable design approach for stencil computation on reconfigurable clusters. FPL Xinyu Niu, José Gabriel F. Coutinho, Wayne Luk
2013	—	`conf`	Aspect driven compilation for dataflow designs. ASAP Paul Grigoras, Xinyu Niu, José Gabriel F. Coutinho, Wayne Luk, Jacob A. Bower, Oliver Pell
2013	Misc	`conf`	Automating Elimination of Idle Functions by Run-Time Reconfiguration. FCCM Xinyu Niu, Thomas C. P. Chau, Qiwei Jin, Wayne Luk, Qiang Liu
2013	A	`conf`	Automating resource optimisation in reconfigurable design (abstract only). FPGA Xinyu Niu, Thomas C. P. Chau, Qiwei Jin, Wayne Luk, Qiang Liu
2013	—	`conf`	Dynamic Stencil: Effective exploitation of run-time resources in reconfigurable clusters. FPT Xinyu Niu, José Gabriel F. Coutinho, Yu Wang, Wayne Luk
2013	—	`conf`	Heterogeneous Reconfigurable System for Adaptive Particle Filters in Real-Time Applications. ARC Thomas C. P. Chau, Xinyu Niu, Alison Eele, Wayne Luk, Peter Y. K. Cheung, Jan M. Maciejowski
2012	B	`conf`	Exploiting run-time reconfiguration in stencil computation. FPL Xinyu Niu, Qiwei Jin, Wayne Luk, Qiang Liu, Oliver Pell
2012	—	`conf`	Novel Design Methods and a Tool Flow for Unleashing Dynamic Reconfiguration. CSE Kyprianos Papadimitriou, Christian Pilato, Dionisios N. Pnevmatikatos, Marco D. Santambrogio, Catalin Bogdan Ciobanu, Tim Todman, Tobias Becker, Tom Davidson, Xinyu Niu, Georgi Gaydadjiev, Wayne Luk, Dirk Stroobandt
2012	—	`conf`	Self-Adaptive Heterogeneous Cluster with Wireless Network. IPDPS Workshops Xinyu Niu, Kuen Hung Tsoi, Wayne Luk
2012	J	`jnl`	Session types: towards safe and fast reconfigurable programming. SIGARCH Comput. Archit. News Nicholas Ng, Nobuko Yoshida, Xinyu Niu, Kuen Hung Tsoi
2011	B	`conf`	Reconfiguring Distributed Applications in FPGA Accelerated Cluster with Wireless Networking. FPL Xinyu Niu, Kuen Hung Tsoi, Wayne Luk