Ce Guo

According to our database, Ce Guo authored at least 47 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

FPGA-Accelerated Sim-to-Real Control Policy Learning for Robotic Arms.

Ce Guo, Wayne Luk

IEEE Trans. Circuits Syst. II Express Briefs, March, 2024

The development of a novel terrestrial/aerial robot: autonomous quadrotor tilting hybrid robot.

Daoxun Zhang, Ming Xu, Pengming Zhu, Ce Guo, Zhengyu Zhong, Huimin Lu, Zhiqiang Zheng

Robotica, January, 2024

MEDPNet: Achieving High-Precision Adaptive Registration for Complex Die Castings.

Yu Du, Yu Song, Ce Guo, Xiaojing Tian, Dong Liu, Ming Cong

CoRR, 2024

2023

Using Agent-Based Modelling to Evaluate the Impact of Algorithmic Curation on Social Media.

Anna Gausen, Wayne Luk, Ce Guo

ACM J. Data Inf. Qual., March, 2023

Deeper Hedging: A New Agent-based Model for Effective Deep Hedging.

Kang Gao, Stephen Weston, Perukrishnen Vytelingum, Namid R. Stillman, Wayne Luk, Ce Guo

Proceedings of the 4th ACM International Conference on AI in Finance, 2023

MetaML: Automating Customizable Cross-Stage Design-Flow for Deep Learning Acceleration.

Zhiqiang Que, Shuo Liu, Markus Rognlien, Ce Guo, José Gabriel F. Coutinho, Wayne Luk

Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023

FPGA-Accelerated Causal Discovery with Conditional Independence Test Prioritization.

Ce Guo, Diego Cupello, Wayne Luk, Joshua M. Levine, Alexander Warren, Peter Brookes

Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023

Exploring Machine Learning Adoption in Customisable Processor Design.

José Gabriel F. Coutinho, Ce Guo, Tim Todman, Wayne Luk

Proceedings of the 15th IEEE International Conference on ASIC, 2023

Co-Design of Algorithm and FPGA Accelerator for Conditional Independence Test.

Ce Guo, Wayne Luk, Alexander Warren, Joshua M. Levine, Peter Brookes

Proceedings of the 34th IEEE International Conference on Application-specific Systems, 2023

2022

Cross-Modal Object Detection Based on a Knowledge Update.

Yueqing Gao, Huachun Zhou, Lulu Chen, Yuting Shen, Ce Guo, Xinyu Zhang

Sensors, 2022

Accelerating Constraint-Based Causal Discovery by Shifting Speed Bottleneck.

Ce Guo, Wayne Luk

Proceedings of the FPGA '22: The 2022 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Virtual Event, USA, 27 February 2022, 2022

Optimizing quantum circuit placement via machine learning.

Hongxiang Fan, Ce Guo, Wayne Luk

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

Light-Weight Permutation Generator for Efficient Convolutional Neural Network Data Augmentation.

Bowen P. Y. Kwan, Ce Guo, Wayne Luk, Peiyong Jiang

Proceedings of the Applied Reconfigurable Computing. Architectures, Tools, and Applications, 2022

FPGA-Based Backpropagation Engine for Feed-Forward Neural Networks.

Wayne Luk, Ce Guo

Proceedings of the Machine Learning under Resource Constraints - Volume 1: Fundamentals, 2022

2021

Analytical Performance Estimation for Large-Scale Reconfigurable Dataflow Platforms.

Ryota Yasudo, José Gabriel de Figueiredo Coutinho, Ana Lucia Varbanescu, Wayne Luk, Hideharu Amano, Tobias Becker, Ce Guo

ACM Trans. Reconfigurable Technol. Syst., 2021

Low-Illumination Image Enhancement in the Space Environment Based on the DC-WGAN Algorithm.

Minglu Zhang, Yan Zhang, Zhihong Jiang, Xiaoling Lv, Ce Guo

Sensors, 2021

The Design of an Aerial/Ground Dual-modal Mobile Robot for Exploring Complex Environments.

Daoxun Zhang, Ce Guo, Haoran Ren, Pengming Zhu, Ming Xu, Huimin Lu

Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021

Deep Convolutional Neural Network Transfer Learning Optimization Based on Visual Interpretation.

Yibo Xu, Jiongming Su, Fengtao Xiang, Ce Guo, Haoran Ren, Huimin Lu

Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021

Can We Stop Fake News? Using Agent-Based Modelling to Evaluate Countermeasures for Misinformation on Social Media.

Anna Gausen, Wayne Luk, Ce Guo

Proceedings of the Workshop Proceedings of the 15th International AAAI Conference on Web and Social Media, 2021

FPGA-accelerated Agent-Based Simulation for COVID-19.

Lei Fu, Ce Guo, Wayne Luk

Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021

2020

An Analysis of Alternating Direction Method of Multipliers for Feed-forward Neural Networks.

Seyedeh Niusha Alavi Foumani, Ce Guo, Wayne Luk

CoRR, 2020

An FPGA Accelerated Method for Training Feed-forward Neural Networks Using Alternating Direction Method of Multipliers and LSMR.

Seyedeh Niusha Alavi Foumani, Ce Guo, Wayne Luk

CoRR, 2020

Acoustic Enhanced Camera Tracking System Based on Small-Aperture MEMS Microphone Array.

Lei Li, Kechao Lian, Jintao Fu, Pengfei Zhu, Zhiyong Hu, Ce Guo

IEEE Access, 2020

Quantisation-aware Dimensionality Reduction.

Ce Guo, Wayne Luk

Proceedings of the International Conference on Field-Programmable Technology, 2020

Fast and Accurate Training of Ensemble Models with FPGA-based Switch.

Jiuxi Meng, Ce Guo, Nadeen Gebara, Wayne Luk

Proceedings of the 31st IEEE International Conference on Application-specific Systems, 2020

Accelerating Simulation for Agent-based Epidemic Models using FPGAs.

Ce Guo, Wayne Luk, Stephen Weston

Proceedings of the 17th IEEE/ACS International Conference on Computer Systems and Applications, 2020

2019

Real-Time Anomaly Detection for Flight Testing Using AutoEncoder and LSTM.

Zhiqiang Que, Yanyang Liu, Ce Guo, Xinyu Niu, Yongxin Zhu, Wayne Luk

Proceedings of the International Conference on Field-Programmable Technology, 2019

Towards Efficient Deep Neural Network Training by FPGA-Based Batch-Level Parallelism.

Cheng Luo, Man-Kit Sit, Hongxiang Fan, Shuanglong Liu, Wayne Luk, Ce Guo

Proceedings of the 27th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2019

Non-linear function evaluation reusing matrix-vector multipliers.

Ce Guo, Wayne Luk, Wenguang Xu

Proceedings of the 13th IEEE International Conference on ASIC, 2019

Customisable Control Policy Learning for Robotics.

Ce Guo, Wayne Luk, Stanley Qing Shui Loh, Alexander Warren, Joshua M. Levine

Proceedings of the 30th IEEE International Conference on Application-specific Systems, 2019

2017

A Fully-Pipelined Hardware Design for Gaussian Mixture Models.

Conghui He, Haohuan Fu, Ce Guo, Wayne Luk, Guangwen Yang

IEEE Trans. Computers, 2017

2016

Self-aware Hardware Acceleration of Financial Applications on a Heterogeneous Cluster.

Maciej Kurek, Tobias Becker, Ce Guo, Stewart Denholm, Andreea-Ingrid Funie, Mark Salmon, Tim Todman, Wayne Luk

Proceedings of the Self-aware Computing Systems - An Engineering Approach, 2016

Reconfigurable predictive systems for event streams.

Ce Guo

PhD thesis, 2016

2015

Recursive pipelined genetic propagation for bilevel optimisation.

Shengjia Shao, Liucheng Guo, Ce Guo, Thomas C. P. Chau, David B. Thomas, Wayne Luk, Stephen Weston

Proceedings of the 25th International Conference on Field Programmable Logic and Applications, 2015

Pipelined Genetic Propagation.

Liucheng Guo, Ce Guo, David B. Thomas, Wayne Luk

Proceedings of the 23rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2015

2014

Pipelined HAC Estimation Engines for Multivariate Time Series.

Ce Guo, Wayne Luk

J. Signal Process. Syst., 2014

Collaborative processing of Least-Square Monte Carlo for American options.

Jinzhe Yang, Ce Guo, Wayne Luk, Terence Nahar

Proceedings of the 2014 International Conference on Field-Programmable Technology, 2014

Accelerating transfer entropy computation.

Shengjia Shao, Ce Guo, Wayne Luk, Stephen Weston

Proceedings of the 2014 International Conference on Field-Programmable Technology, 2014

Automated framework for FPGA-based parallel genetic algorithms.

Liucheng Guo, David B. Thomas, Ce Guo, Wayne Luk

Proceedings of the 24th International Conference on Field Programmable Logic and Applications, 2014

Accelerating parameter estimation for multivariate self-exciting point processes.

Ce Guo, Wayne Luk

Proceedings of the 2014 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2014

Pipelined reconfigurable accelerator for ordinal pattern encoding.

Ce Guo, Wayne Luk, Stephen Weston

Proceedings of the IEEE 25th International Conference on Application-Specific Systems, 2014

2013

Customisable pipelined engine for intensity evaluation in multivariate hawkes point processes.

Ce Guo, Wayne Luk, Ekaterina Vinkovskaya, Rama Cont

SIGARCH Comput. Archit. News, 2013

Accelerating maximum likelihood estimation for Hawkes point processes.

Ce Guo, Wayne Luk

Proceedings of the 23rd International Conference on Field programmable Logic and Applications, 2013

Accelerating HAC estimation for multivariate time series.

Ce Guo, Wayne Luk

Proceedings of the 24th International Conference on Application-Specific Systems, 2013

2012

A fully-pipelined expectation-maximization engine for Gaussian Mixture Models.

Ce Guo, Haohuan Fu, Wayne Luk

Proceedings of the 2012 International Conference on Field-Programmable Technology, 2012

2010

A scalable intelligent non-content-based spam-filtering framework.

Yong Hu, Ce Guo, E. W. T. Ngai, Mei Liu, Shifeng Chen

Expert Syst. Appl., 2010

2009

Locomotion Elicited by Electrical Stimulation in the Midbrain of the Lizard Gekko gecko.

Wenbo Wang, Ce Guo, Jiurong Sun, Zhendong Dai

Proceedings of the Intelligent Unmanned Systems: Theory and Applications, 2009