MetaML-Pro: Cross-Stage Design Flow Automation for Efficient Deep Learning Acceleration - Zhiqiang Que; José Gabriel F. Coutinho; Ce Guo; Hongxiang Fan; Wayne Luk (CoRR, 2025)

Low Latency Variational Autoencoder on FPGAs - Zhiqiang Que; Minghao Zhang; Hongxiang Fan; He Li; Ce Guo; Wayne Luk (IEEE J. Emerg. Sel. Topics Circuits Syst., 2024)

High-Frequency Financial Market Simulation and Flash Crash Scenarios Analysis: An Agent-Based Modelling Approach - Kang Gao; Perukrishnen Vytelingum; Stephen Weston; Wayne Luk; Ce Guo (J. Artif. Soc. Soc. Simul., 2024)

Financial efficiency and financial resource allocation of Beijing-Tianjin-Hebei urban agglomeration - Ce Guo; Jianwen Fu; Fangning Ma; Jingjing Zhan; Yi Sun; Qiwei Xie (RAIRO Oper. Res., 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, 2024)

FPGA-Accelerated Sim-to-Real Control Policy Learning for Robotic Arms - Ce Guo; Wayne Luk (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

PCQ: Parallel Compact Quantum Circuit Simulation - Shuang Liang; Yuncheng Lu; Ce Guo; Wayne Luk; Paul H. J. Kelly (32nd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, FCCM 2024, Orlando, FL, USA, May 5-8, 2024, 2024)

Resource-Constraint Bayesian Optimization for Soft Processors on FPGAs - Ce Guo; Haoran Wu; Wayne Luk (Proceedings of the 14th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies, HEART 2024, Porto, Portugal, June 19-21, 2024, 2024)

Routing Strategy in LEO Satellite Networks: A Multi-Agent Reinforcement Learning Approach - Xinru Lian; Qiuyang Zhang; Ying Wang; Ce Guo; Xi Chen (16th International Conference on Wireless Communications and Signal Processing, WCSP 2024, Hefei, China, October 24-26, 2024, 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)

Optimizing VarLiNGAM for Scalable and Efficient Time Series Causal Discovery - Ziyang Jiao; Ce Guo; Wayne Luk (CoRR, 2024)

Robust Time Series Causal Discovery for Agent-Based Model Validation - Gene Yu; Ce Guo; Wayne Luk (CoRR, 2024)

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., 2023)

Co-Design of Algorithm and FPGA Accelerator for Conditional Independence Test - Ce Guo; Wayne Luk; Alexander Warren; Joshua M. Levine; Peter Brookes (34th IEEE International Conference on Application-specific Systems, Architectures and Processors, ASAP 2023, Porto, Portugal, July 19-21, 2023, 2023)

Exploring Machine Learning Adoption in Customisable Processor Design - José Gabriel F. Coutinho; Ce Guo; Tim Todman; Wayne Luk (15th IEEE International Conference on ASIC, ASICON 2023, Nanjing, China, October 24-27, 2023, 2023)

FPGA-Accelerated Causal Discovery with Conditional Independence Test Prioritization - Ce Guo; Diego Cupello; Wayne Luk; Joshua M. Levine; Alexander Warren; Peter Brookes (33rd International Conference on Field-Programmable Logic and Applications, FPL 2023, Gothenburg, Sweden, September 4-8, 2023, 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 (33rd International Conference on Field-Programmable Logic and Applications, FPL 2023, Gothenburg, Sweden, September 4-8, 2023, 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 (4th ACM International Conference on AI in Finance, ICAIF 2023, Brooklyn, NY, USA, November 27-29, 2023, 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 (CoRR, 2023)

Cross-Modal Object Detection Based on a Knowledge Update - Yueqing Gao; Huachun Zhou; Lulu Chen; Yuting Shen; Ce Guo; Xinyu Zhang (Sensors, 2022)

Light-Weight Permutation Generator for Efficient Convolutional Neural Network Data Augmentation - Bowen P. Y. Kwan; Ce Guo; Wayne Luk; Peiyong Jiang (Applied Reconfigurable Computing. Architectures, Tools, and Applications - 18th International Symposium, ARC 2022, Virtual Event, September 19-20, 2022, Proceedings, 2022)

Optimizing quantum circuit placement via machine learning - Hongxiang Fan; Ce Guo; Wayne Luk (DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10 - 14, 2022, 2022)

Accelerating Constraint-Based Causal Discovery by Shifting Speed Bottleneck - Ce Guo; Wayne Luk (FPGA '22: The 2022 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Virtual Event, USA, 27 February 2022 - 1 March 2022, 2022)

FPGA-Based Backpropagation Engine for Feed-Forward Neural Networks - Wayne Luk; Ce Guo (Machine Learning under Resource Constraints - Volume 1: Fundamentals, 2022)

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)

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)

FPGA-accelerated Agent-Based Simulation for COVID-19 - Lei Fu; Ce Guo; Wayne Luk (3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021, Washington, DC, USA, June 6-9, 2021, 2021)

Can We Stop Fake News? Using Agent-Based Modelling to Evaluate Countermeasures for Misinformation on Social Media - Anna Gausen; Wayne Luk; Ce Guo (Workshop Proceedings of the 15th International AAAI Conference on Web and Social Media, ICWSM 2021 Workshops, [virtual], June 7, 2021, 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 (IEEE International Conference on Real-time Computing and Robotics, RCAR 2021, Xining, China, July 15-19, 2021, 2021)

Deep Convolutional Neural Network Transfer Learning Optimization Based on Visual Interpretation - Yibo Xu; Jiongming Su; Fengtao Xiang; Ce Guo; Haoran Ren; Huimin Lu (IEEE International Conference on Real-time Computing and Robotics, RCAR 2021, Xining, China, July 15-19, 2021, 2021)

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)

Accelerating Simulation for Agent-based Epidemic Models using FPGAs - Ce Guo; Wayne Luk; Stephen Weston (17th IEEE/ACS International Conference on Computer Systems and Applications, AICCSA 2020, Antalya, Turkey, November 2-5, 2020, 2020)

Fast and Accurate Training of Ensemble Models with FPGA-based Switch - Jiuxi Meng; Ce Guo; Nadeen Gebara; Wayne Luk (31st IEEE International Conference on Application-specific Systems, Architectures and Processors , ASAP 2020, Manchester, United Kingdom, July 6-8, 2020, 2020)

Quantisation-aware Dimensionality Reduction - Ce Guo; Wayne Luk (International Conference on Field-Programmable Technology (IC)FPT 2020, Maui, HI, USA, December 9-11, 2020, 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)

An Analysis of Alternating Direction Method of Multipliers for Feed-forward Neural Networks - Seyedeh Niusha Alavi Foumani; Ce Guo; Wayne Luk (CoRR, 2020)

Customisable Control Policy Learning for Robotics - Ce Guo; Wayne Luk; Stanley Qing Shui Loh; Alexander Warren; Joshua M. Levine (30th IEEE International Conference on Application-specific Systems, Architectures and Processors, ASAP 2019, New York, NY, USA, July 15-17, 2019, 2019)

Non-linear function evaluation reusing matrix-vector multipliers - Ce Guo; Wayne Luk; Wenguang Xu (13th IEEE International Conference on ASIC, ASICON 2019, Chongqing, China, October 29 - November 1, 2019, 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 (27th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, FCCM 2019, San Diego, CA, USA, April 28 - May 1, 2019, 2019)

Real-Time Anomaly Detection for Flight Testing Using AutoEncoder and LSTM - Zhiqiang Que; Yanyang Liu; Ce Guo; Xinyu Niu; Yongxin Zhu; Wayne Luk (International Conference on Field-Programmable Technology, FPT 2019, Tianjin, China, December 9-13, 2019, 2019)

A Fully-Pipelined Hardware Design for Gaussian Mixture Models - Conghui He; Haohuan Fu; Ce Guo; Wayne Luk; Guangwen Yang (IEEE Trans. Computers, 2017)

Reconfigurable predictive systems for event streams - Ce Guo (Imperial College London, UK, 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 (Self-aware Computing Systems - An Engineering Approach, 2016)

Pipelined Genetic Propagation - Liucheng Guo; Ce Guo; David B. Thomas; Wayne Luk (23rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, FCCM 2015, Vancouver, BC, Canada, May 2-6, 2015, 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 (25th International Conference on Field Programmable Logic and Applications, FPL 2015, London, United Kingdom, September 2-4, 2015, 2015)

Pipelined HAC Estimation Engines for Multivariate Time Series - Ce Guo; Wayne Luk (J. Signal Process. Syst., 2014)

Pipelined reconfigurable accelerator for ordinal pattern encoding - Ce Guo; Wayne Luk; Stephen Weston (IEEE 25th International Conference on Application-Specific Systems, Architectures and Processors, ASAP 2014, Zurich, Switzerland, June 18-20, 2014, 2014)

Accelerating parameter estimation for multivariate self-exciting point processes - Ce Guo; Wayne Luk (The 2014 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, FPGA '14, Monterey, CA, USA - February 26 - 28, 2014, 2014)

Automated framework for FPGA-based parallel genetic algorithms - Liucheng Guo; David B. Thomas; Ce Guo; Wayne Luk (24th International Conference on Field Programmable Logic and Applications, FPL 2014, Munich, Germany, 2-4 September, 2014, 2014)

Collaborative processing of Least-Square Monte Carlo for American options - Jinzhe Yang; Ce Guo; Wayne Luk; Terence Nahar (2014 International Conference on Field-Programmable Technology, FPT 2014, Shanghai, China, December 10-12, 2014, 2014)

Accelerating transfer entropy computation - Shengjia Shao; Ce Guo; Wayne Luk; Stephen Weston (2014 International Conference on Field-Programmable Technology, FPT 2014, Shanghai, China, December 10-12, 2014, 2014)

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 HAC estimation for multivariate time series - Ce Guo; Wayne Luk (24th International Conference on Application-Specific Systems, Architectures and Processors, ASAP 2013, Washington, DC, USA, June 5-7, 2013, 2013)

Accelerating maximum likelihood estimation for Hawkes point processes - Ce Guo; Wayne Luk (23rd International Conference on Field programmable Logic and Applications, FPL 2013, Porto, Portugal, September 2-4, 2013, 2013)

A fully-pipelined expectation-maximization engine for Gaussian Mixture Models - Ce Guo; Haohuan Fu; Wayne Luk (2012 International Conference on Field-Programmable Technology, FPT 2012, Seoul, Korea (South), December 10-12, 2012, 2012)

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)

Locomotion Elicited by Electrical Stimulation in the Midbrain of the Lizard Gekko gecko - Wenbo Wang; Ce Guo; Jiurong Sun; Zhendong Dai (Intelligent Unmanned Systems: Theory and Applications, 2009)