Andy Song

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 69

Top Venues

Publications

Sihao Lin, Pumeng Lyu, Dongrui Liu, Tao Tang, Xiaodan Liang, Andy Song, Xiaojun Chang
MLP Can Be A Good Transformer Learner. CoRR (2024)
Ying Chen, Zhihui Li, Andy Song
Multi-Query Person Search with Transformers. PKDD (4) (2024)
Yameng Peng, Andy Song, Haytham M. Fayek, Vic Ciesielski, Xiaojun Chang
SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS. CoRR (2024)
Yameng Peng, Andy Song, Haytham M. Fayek, Vic Ciesielski, Xiaojun Chang
SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS. ICLR (2024)
Peijie Xu, Andy Song, Ke Wang
Genetic Programming Empowered Feature Construction towards Energy Efficient BVI Wearables. GECCO (2024)
Wei Shao, Yu Zhang, Pengfei Xiao, Kyle Kai Qin, Mohammad Saiedur Rahaman, Jeffrey Chan, Bin Guo, Andy Song, Flora D. Salim
Transferrable contextual feature clusters for parking occupancy prediction. Pervasive Mob. Comput. 97 (2024)
Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang
Fast Evolutionary Neural Architecture Search by Contrastive Predictor with Linear Regions. GECCO (2023)
Ying Chen, Rui Liu, Zhihui Li, Andy Song
F-3DNet: Leveraging Inner Order of Point Clouds for 3D Object Detection. ECML/PKDD (6) (2023)
Peijie Xu, Andy Song, Ke Wang
Intelligent Head-Mounted Obstacle Avoidance Wearable for the Blind and Visually Impaired. Sensors 23 (23) (2023)
Peijie Xu, Ron G. van Schyndel, Andy Song
Smart Head-Mount Obstacle Avoidance Wearable for the Vision Impaired. ICCS (5) (2023)
Zheping Liu, Andy Song, Nasser R. Sabar, Takero Izuhara, A. Kai Qin
Evolution Enhancing Property Price Prediction by Generating Artificial Transaction Data. GECCO Companion (2023)
Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang
PRE-NAS: Evolutionary Neural Architecture Search With Predictor. IEEE Trans. Evol. Comput. 27 (1) (2023)
Zheping Liu, Andy Song, Nasser R. Sabar, Wenkai Li
Evolving a Better Scheduler for Diffusion Models. PRICAI (2) (2023)
Zheping Liu, Nasser R. Sabar, Andy Song
Improving Evolutionary Generative Adversarial Networks. AI (2022)
Beinan Xu, Andy Song
Modelling Eye-Gaze Movement Using Gaussian Auto-regression Hidden Markov. AI (2022)
Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang
PRE-NAS: Predictor-assisted Evolutionary Neural Architecture Search. CoRR (2022)
Zheping Liu, Andy Song, Nasser R. Sabar
KDE-GAN: enhancing evolutionary GAN with knowledge distillation and transfer learning. GECCO Companion (2022)
Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang
PRE-NAS: predictor-assisted evolutionary neural architecture search. GECCO (2022)
Wenkai Li, Andy Song
UFO RPN: A Region Proposal Network for Ultra Fast Object Detection. AI (2022)
Mohammad Saiedur Rahaman, Wei Shao, Flora D. Salim, Ayad Turky, Andy Song, Jeffrey Chan, Junliang Jiang, Doug Bradbrook
MoParkeR : Multi-objective Parking Recommendation. CoRR (2021)
Xiangtan Lin, Pengzhen Ren, Chung-Hsing Yeh, Lina Yao, Andy Song, Xiaojun Chang
Unsupervised Person Re-Identification: A Systematic Survey of Challenges and Solutions. CoRR (2021)
Mohammad Saiedur Rahaman, Wei Shao, Flora D. Salim, Ayad Turky, Andy Song, Jeffrey Chan, Junliang Jiang, Doug Bradbrook
MoParkeR : Multi-objective Parking Recommendation. SSDBM (2021)
Zheping Liu, Nasser R. Sabar, Andy Song
Partial Transfer Learning for Fast Evolutionary Generative Adversarial Networks. IJCNN (2021)
Wei Shao, Sichen Zhao, Zhen Zhang, Shiyu Wang, Mohammad Saiedur Rahaman, Andy Song, Flora D. Salim
FADACS: A Few-Shot Adversarial Domain Adaptation Architecture for Context-Aware Parking Availability Sensing. PerCom (2021)
Paul Banda, Muhammed A. Bhuiyan, Guomin Kevin Zhang, Andy Song
Energy Consumption Prediction for Multi-functional Buildings Using Convolutional Bidirectional Recurrent Neural Networks. ICCS (5) (2021)
Paul Banda, Muhammed A. Bhuiyan, Kazi N. Hasan, Guomin Kevin Zhang, Andy Song
Timeseries Based Deep Hybrid Transfer Learning Frameworks: A Case Study of Electric Vehicle Energy Prediction. ICCS (5) (2021)
Weiheng Hong, Andy Song
Improving Deep Object Detection Backbone with Feature Layers. ICCS (5) (2021)
Yong Liu, Yiming Li, Andy Song, Lin Shang
Multi-granularity Pose Fusion Network with Views for Person Re-identification. IJCNN (2021)
Ayad Turky, Mohammad Saiedur Rahaman, Wei Shao, Flora D. Salim, Doug Bradbrook, Andy Song
Deep Learning Assisted Memetic Algorithm for Shortest Route Problems. ICCS (5) (2020)
Ayad Turky, Nasser R. Sabar, Simon Dunstall, Andy Song
Hyper-heuristic local search for combinatorial optimisation problems. Knowl. Based Syst. 205 (2020)
Nasser R. Sabar, Ashish Bhaskar, Edward Chung, Ayad Turky, Andy Song
An Adaptive Memetic Approach for Heterogeneous Vehicle Routing Problems with two-dimensional loading constraints. Swarm Evol. Comput. 58 (2020)
Wei Shao, Sichen Zhao, Zhen Zhang, Shiyu Wang, Mohammad Saiedur Rahaman, Andy Song, Flora Dilys Salim
FADACS: A Few-shot Adversarial Domain Adaptation Architecture for Context-Aware Parking Availability Sensing. CoRR (2020)
Manuel Muehlbauer, Jane Burry, Andy Song
An Aesthetic-Based Fitness Measure and a Framework for Guidance of Evolutionary Design in Architecture. EvoMUSART (2020)
Nasser R. Sabar, Ayad Turky, Andy Song, Abdul Sattar
An evolutionary hyper-heuristic to optimise deep belief networks for image reconstruction. Appl. Soft Comput. 97 (Part B) (2020)
Yong Liu, Lin Shang, Andy Song
Dynamic Re-ranking with Deep Features Fusion for Person Re-identification. PRICAI (2) (2019)
Nasser R. Sabar, Ayad Turky, Andy Song
Adaptive Multi-optimiser Cooperative Co-evolution for Large-Scale Optimisation. CEC (2019)
Shuang Yu, Andy Song, Aldeida Aleti
A Study on Online Hyper-heuristic Learning for Swarm Robots. CEC (2019)
Paul Banda, Muhammed A. Bhuiyan, Guomin Kevin Zhang, Andy Song
Transfer Learning for Leisure Centre Energy Consumption Prediction. ICCS (1) (2019)
Nasser R. Sabar, Ashish Bhaskar, Edward Chung, Ayad Turky, Andy Song
A self-adaptive evolutionary algorithm for dynamic vehicle routing problems with traffic congestion. Swarm Evol. Comput. 44 (2019)
Minghan Li, Jingxuan Wei, Andy Song, Yang Liu
Objective Reduction Using Objective Sampling and Affinity Propagation for Many-Objective Optimization Problems. IEEE Access 7 (2019)
Ayad Turky, Nasser R. Sabar, Andy Song
Cooperative evolutionary heterogeneous simulated annealing algorithm for google machine reassignment problem. Genet. Program. Evolvable Mach. 19 (1-2) (2018)
Shuang Yu, Aldeida Aleti, Jan Carlo Barca, Andy Song
Hyper-heuristic Online Learning for Self-assembling Swarm Robots. ICCS (1) (2018)
Min Chen, Andy Song, Shivanthan A. C. Yhanandan, Jing Zhang
Background Subtraction using Compressed Low-resolution Images. CoRR (2018)
Ayad Turky, Nasser R. Sabar, Simon Dunstall, Andy Song
Hyper-heuristic Based Local Search for Combinatorial Optimisation Problems. Australasian Conference on Artificial Intelligence (2018)
Nasser R. Sabar, Ayad Turky, Andy Song
A genetic programming based iterated local search for software project scheduling. GECCO (2018)
Nasser R. Sabar, Xun Yi, Andy Song
A Bi-objective Hyper-Heuristic Support Vector Machines for Big Data Cyber-Security. IEEE Access 6 (2018)
Jing Xie, Yi Mei, Andreas T. Ernst, Xiaodong Li, Andy Song
A Bi-Level Optimization Model for Grouping Constrained Storage Location Assignment Problems. IEEE Trans. Cybern. 48 (1) (2018)
Shivanthan A. C. Yohanandan, Andy Song, Adrian G. Dyer, Dacheng Tao
Saliency Preservation in Low-Resolution Grayscale Images. ECCV (6) (2018)
Muneeb Ul Hassan, Nasser R. Sabar, Andy Song
Optimising Deep Learning by Hyper-heuristic Approach for Classifying Good Quality Images. ICCS (2) (2018)
Shuang Yu, Andy Song, Aldeida Aleti
Collective Hyper-heuristics for Self-assembling Robot Behaviours. PRICAI (2018)
Nasser R. Sabar, Ayad Turky, Mark Leenders, Andy Song
Multi-population Genetic Algorithm for Cardinality Constrained Portfolio Selection Problems. ICCS (1) (2018)
Yong Liu, Lin Shang, Andy Song
Adaptive Re-ranking of Deep Feature for Person Re-identification. CoRR (2018)
Shivanthan A. C. Yohanandan, Adrian G. Dyer, Dacheng Tao, Andy Song
Saliency Preservation in Low-Resolution Grayscale Images. CoRR (2017)
Ayad Turky, Nasser R. Sabar, Abdul Sattar, Andy Song
Evolutionary Learning Based Iterated Local Search for Google Machine Reassignment Problems. SEAL (2017)
Nasser R. Sabar, Ayad Turky, Andy Song, Abdul Sattar
Optimising Deep Belief Networks by hyper-heuristic approach. CEC (2017)
Ayad Turky, Nasser R. Sabar, Andy Song
Neighbourhood Analysis: A Case Study on Google Machine Reassignment Problem. ACALCI (2017)
Xuechao Yang, Xun Yi, Caspar Ryan, Ron G. van Schyndel, Fengling Han, Surya Nepal, Andy Song
A Verifiable Ranked Choice Internet Voting System. WISE (2) (2017)
Manuel Muehlbauer, Jane Burry, Andy Song
Automated Shape Design by Grammatical Evolution. EvoMUSART (2017)
Ayad Turky, Nasser R. Sabar, Abdul Sattar, Andy Song
Multi-neighbourhood Great Deluge for Google Machine Reassignment Problem. SEAL (2017)
Andy Song, Feng Xie, Vic Ciesielski
Learning patterns of states from multi-channel time series using genetic programming. Soft Comput. 20 (10) (2016)
Ayad Turky, Nasser R. Sabar, Abdul Sattar, Andy Song
Parallel Late Acceptance Hill-Climbing Algorithm for the Google Machine Reassignment Problem. Australasian Conference on Artificial Intelligence (2016)
Wei Shao, Flora D. Salim, Andy Song, Athman Bouguettaya
Clustering Big Spatiotemporal-Interval Data. IEEE Trans. Big Data 2 (3) (2016)
Nasser R. Sabar, Ayad Mashaan Turky, Andy Song
A Multi-memory Multi-population Memetic Algorithm for Dynamic Shortest Path Routing in Mobile Ad-hoc Networks. PRICAI (2016)
Nasser R. Sabar, Andy Song, Mengjie Zhang
A Variable Local Search Based Memetic Algorithm for the Load Balancing Problem in Cloud Computing. EvoApplications (1) (2016)
Ayad Mashaan Turky, Nasser R. Sabar, Andy Song
A multi-population memetic algorithm for dynamic shortest path routing in mobile ad-hoc networks. CEC (2016)
Nasser R. Sabar, Andy Song
Grammatical Evolution Enhancing Simulated Annealing for the Load Balancing Problem in Cloud Computing. GECCO (2016)
Xun Yi, Athman Bouguettaya, Dimitrios Georgakopoulos, Andy Song, Jan Willemson
Privacy Protection for Wireless Medical Sensor Data. IEEE Trans. Dependable Secur. Comput. 13 (3) (2016)
M. Reza HoseinyFarahabady, Young Choon Lee, Albert Y. Zomaya, Zahir Tari, Andy Song
A Model Predictive Controller for Contention-Aware Resource Allocation in Virtualized Data Centers. MASCOTS (2016)
Ayad Turky, Nasser R. Sabar, Andy Song
Proceedings in Adaptation, Learning and Optimization. IES (2016)
Nasser R. Sabar, Xiuzhen Jenny Zhang, Andy Song
A math-hyper-heuristic approach for large-scale vehicle routing problems with time windows. CEC (2015)
Jing Xie, Yi Mei, Andy Song
Evolving Self-Adaptive Tabu Search Algorithm for Storage Location Assignment Problems. GECCO (Companion) (2015)
Nasser R. Sabar, Andy Song, Zahir Tari, Xun Yi, Albert Y. Zomaya
A Memetic Algorithm for Dynamic Shortest Path Routing on Mobile Ad-hoc Networks. ICPADS (2015)
Jing Xie, Yi Mei, Andreas T. Ernst, Xiaodong Li, Andy Song
A Restricted Neighbourhood Tabu Search for Storage Location Assignment Problem. CEC (2015)
Athman Bouguettaya, Qi Yu, Xumin Liu, Xiangmin Zhou, Andy Song
Efficient agglomerative hierarchical clustering. Expert Syst. Appl. 42 (5) (2015)
Jing Xie, Yi Mei, Andreas T. Ernst, Xiaodong Li, Andy Song
Scaling Up Solutions to Storage Location Assignment Problems by Genetic Programming. SEAL (2014)
Anh Hoang Dau, Andy Song, Feng Xie, Flora Dilys Salim, Vic Ciesielski
Genetic Programming for Channel Selection from Multi-stream Sensor Data with Application on Learning Risky Driving Behaviours. SEAL (2014)
Feng Xie, Andy Song, Vic Ciesielski
Genetic programming based activity recognition on a smartphone sensory data benchmark. IEEE Congress on Evolutionary Computation (2014)
Jing Xie, Yi Mei, Andreas T. Ernst, Xiaodong Li, Andy Song
A genetic programming-based hyper-heuristic approach for storage location assignment problem. IEEE Congress on Evolutionary Computation (2014)
Anh Hoang Dau, Victor Ciesielski, Andy Song
Anomaly Detection Using Replicator Neural Networks Trained on Examples of One Class. SEAL (2014)
Nasser R. Sabar, Andy Song
Dual Population Genetic Algorithm for the Cardinality Constrained Portfolio Selection Problem. SEAL (2014)
Anh Hoang Dau, Flora Dilys Salim, Andy Song, Lachlan Hedin, Margaret Hamilton
Phone based fall detection by genetic programming. MUM (2014)
Feng Xie, Andy Song, Vic Ciesielski
Learning Patterns of States in Time Series by Genetic Programming. SEAL (2014)
Harith Al-Sahaf, Andy Song, Mengjie Zhang
Hybridisation of Genetic Programming and Nearest Neighbour for classification. IEEE Congress on Evolutionary Computation (2013)
Feng Xie, Alexandra L. Uitdenbogerd, Andy Song
Detecting PCB component placement defects by genetic programming. IEEE Congress on Evolutionary Computation (2013)
Minh Luan Nguyen, Victor Ciesielski, Andy Song
Rice leaf detection with genetic programming. IEEE Congress on Evolutionary Computation (2013)
Feng Xie, Andy Song, Victor Ciesielski
Activity recognition by smartphone based multi-channel sensors with genetic programming. IEEE Congress on Evolutionary Computation (2013)
Feng Xie, Anh Hoang Dau, Alexandra L. Uitdenbogerd, Andy Song
Evolving PCB visual inspection programs using genetic programming. IVCNZ (2013)
Feng Xie, Andy Song, Flora Dilys Salim, Athman Bouguettaya, Timos K. Sellis, Doug Bradbrook
Learning Risky Driver Behaviours from Multi-Channel Data Streams Using Genetic Programming. Australasian Conference on Artificial Intelligence (2013)
Feng Xie, A. Kai Qin, Andy Song, Victor Ciesielski
Sensor-based activity recognition with improved GP-based classifier. IEEE Congress on Evolutionary Computation (2013)
Feng Xie, Andy Song, Victor Ciesielski
Human Action Recognition from Multi-Sensor Stream Data by Genetic Programming. EvoApplications (2013)
Brendan Barlow, Andy Song
Towards scene text recognition with genetic programming. IEEE Congress on Evolutionary Computation (2013)
Andy Song, Qiao Shi, Wei Yin
Understanding of GP-Evolved Motion Detectors. IEEE Comput. Intell. Mag. 8 (1) (2013)
Feng Xie, Andy Song, Victor Ciesielski
Evolving Event Detectors in Multi-channel Sensor Data. Australasian Conference on Artificial Intelligence (2012)
Feng Xie, Andy Song, Victor Ciesielski
Learning Time Series Patterns by Genetic Programming. ACSC (2012)
Feng Xie, Andy Song
Evolving frame splitters by Genetic Programming. IEEE Congress on Evolutionary Computation (2012)
Feng Xie, Andy Song, Victor Ciesielski
Event detection in time series by genetic programming. IEEE Congress on Evolutionary Computation (2012)
Andy Song, Mengjie Zhang
Genetic programming for detecting target motions. Connect. Sci. 24 (2-3) (2012)
Harith Al-Sahaf, Andy Song, Kourosh Neshatian, Mengjie Zhang
Extracting image features for classification by two-tier genetic programming. IEEE Congress on Evolutionary Computation (2012)
Qiao Shi, Andy Song, Thach G. Nguyen, Arnan Mitchell
Evolutionary Design of Optical Waveguide with Multiple Objectives. ACSC (2012)
Fahmi Abdulhamid, Andy Song, Kourosh Neshatian, Mengjie Zhang
Evolving Genetic Programming classifiers with loop structures. IEEE Congress on Evolutionary Computation (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Andy Song