| 2026 | GECCO | When Fitness Is Cheap: Pareto-Based Evolutionary Optimisation for Lightweight Neural Architectures. | Jingyue Cong, Kai Wei, Yameng Peng, Yanan Sun, Andy Song |
| 2026 | PAKDD | Unlearning Spurious Concepts Enhances the Robustness of Concept-Based Explainable Models in Skin Cancer Diagnosis. | Anh Le Van, Andy Song, Arthur Tang, Karin Verspoor |
| 2025 | ICAART | Top-Push Polynomial Ranking Embedded Dictionary Learning for Enhanced Re-Id. | Ying Chen, De Cheng, Zhihui Li, Andy Song |
| 2025 | IJCNN | Investigation of Training-free Metrics for Multi-objective Neural Architecture Search. | Tianye Shu, Hisao Ishibuchi, Andy Song, Yang Nan, Lie Meng Pang |
| 2024 | CVPR | MLP Can Be a Good Transformer Learner. | Sihao Lin, Pumeng Lyu, Dongrui Liu, Tao Tang, Xiaodan Liang, Andy Song, Xiaojun Chang |
| 2024 | ECCV | Generalizable Symbolic Optimizer Learning. | Xiaotian Song, Peng Zeng, Yanan Sun, Andy Song |
| 2024 | GECCO | Genetic Programming Empowered Feature Construction towards Energy Efficient BVI Wearables. | Peijie Xu, Andy Song, Ke Wang |
| 2024 | ICLR | SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS. | Yameng Peng, Andy Song, Haytham M. Fayek, Vic Ciesielski, Xiaojun Chang |
| 2024 | IJCAI | One-step Spiking Transformer with a Linear Complexity. | Xiaotian Song, Andy Song, Rong Xiao, Yanan Sun |
| 2024 | PAKDD | Multi-Query Person Search with Transformers. | Ying Chen, Zhihui Li, Andy Song |
| 2023 | GECCO | Evolution Enhancing Property Price Prediction by Generating Artificial Transaction Data. | Zheping Liu, Andy Song, Nasser R. Sabar, Takero Izuhara, A. Kai Qin |
| 2023 | GECCO | Fast Evolutionary Neural Architecture Search by Contrastive Predictor with Linear Regions. | Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang |
| 2023 | ICCS | Smart Head-Mount Obstacle Avoidance Wearable for the Vision Impaired. | Peijie Xu, Ron G. van Schyndel, Andy Song |
| 2023 | PRICAI | Evolving a Better Scheduler for Diffusion Models. | Zheping Liu, Andy Song, Nasser R. Sabar, Wenkai Li |
| 2022 | GECCO | KDE-GAN: enhancing evolutionary GAN with knowledge distillation and transfer learning. | Zheping Liu, Andy Song, Nasser R. Sabar |
| 2022 | GECCO | PRE-NAS: predictor-assisted evolutionary neural architecture search. | Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang |
| 2021 | ICCS | Timeseries Based Deep Hybrid Transfer Learning Frameworks: A Case Study of Electric Vehicle Energy Prediction. | Paul Banda, Muhammed A. Bhuiyan, Kazi N. Hasan, Guomin Kevin Zhang, Andy Song |
| 2021 | ICCS | Energy Consumption Prediction for Multi-functional Buildings Using Convolutional Bidirectional Recurrent Neural Networks. | Paul Banda, Muhammed A. Bhuiyan, Guomin Kevin Zhang, Andy Song |
| 2021 | ICCS | Improving Deep Object Detection Backbone with Feature Layers. | Weiheng Hong, Andy Song |
| 2021 | IJCNN | Multi-granularity Pose Fusion Network with Views for Person Re-identification. | Yong Liu, Yiming Li, Andy Song, Lin Shang |
| 2021 | IJCNN | Partial Transfer Learning for Fast Evolutionary Generative Adversarial Networks. | Zheping Liu, Nasser R. Sabar, Andy Song |
| 2021 | PERCOM | FADACS: A Few-Shot Adversarial Domain Adaptation Architecture for Context-Aware Parking Availability Sensing. | Wei Shao, Sichen Zhao, Zhen Zhang, Shiyu Wang, Mohammad Saiedur Rahaman, Andy Song, Flora D. Salim |
| 2021 | SSDBM | MoParkeR : Multi-objective Parking Recommendation. | Mohammad Saiedur Rahaman, Wei Shao, Flora D. Salim, Ayad Turky, Andy Song, Jeffrey Chan, Junliang Jiang, Doug Bradbrook |
| 2020 | ICCS | Deep Learning Assisted Memetic Algorithm for Shortest Route Problems. | Ayad Turky, Mohammad Saiedur Rahaman, Wei Shao, Flora D. Salim, Doug Bradbrook, Andy Song |
| 2019 | CEC | Adaptive Multi-optimiser Cooperative Co-evolution for Large-Scale Optimisation. | Nasser R. Sabar, Ayad Turky, Andy Song |
| 2019 | CEC | A Study on Online Hyper-heuristic Learning for Swarm Robots. | Shuang Yu, Andy Song, Aldeida Aleti |
| 2019 | ICCS | Transfer Learning for Leisure Centre Energy Consumption Prediction. | Paul Banda, Muhammed A. Bhuiyan, Guomin Kevin Zhang, Andy Song |
| 2019 | PRICAI | Dynamic Re-ranking with Deep Features Fusion for Person Re-identification. | Yong Liu, Lin Shang, Andy Song |
| 2018 | ECCV | Saliency Preservation in Low-Resolution Grayscale Images. | Shivanthan A. C. Yohanandan, Andy Song, Adrian G. Dyer, Dacheng Tao |
| 2018 | GECCO | A genetic programming based iterated local search for software project scheduling. | Nasser R. Sabar, Ayad Turky, Andy Song |
| 2018 | ICCS | Optimising Deep Learning by Hyper-heuristic Approach for Classifying Good Quality Images. | Muneeb Ul Hassan, Nasser R. Sabar, Andy Song |
| 2018 | ICCS | Multi-population Genetic Algorithm for Cardinality Constrained Portfolio Selection Problems. | Nasser R. Sabar, Ayad Turky, Mark Leenders, Andy Song |
| 2018 | ICCS | Hyper-heuristic Online Learning for Self-assembling Swarm Robots. | Shuang Yu, Aldeida Aleti, Jan Carlo Barca, Andy Song |
| 2018 | PRICAI | Collective Hyper-heuristics for Self-assembling Robot Behaviours. | Shuang Yu, Andy Song, Aldeida Aleti |
| 2017 | CEC | Optimising Deep Belief Networks by hyper-heuristic approach. | Nasser R. Sabar, Ayad Turky, Andy Song, Abdul Sattar |
| 2017 | WISE | A Verifiable Ranked Choice Internet Voting System. | Xuechao Yang, Xun Yi, Caspar Ryan, Ron G. van Schyndel, Fengling Han, Surya Nepal, Andy Song |
| 2016 | CEC | A multi-population memetic algorithm for dynamic shortest path routing in mobile ad-hoc networks. | Ayad Mashaan Turky, Nasser R. Sabar, Andy Song |
| 2016 | GECCO | Grammatical Evolution Enhancing Simulated Annealing for the Load Balancing Problem in Cloud Computing. | Nasser R. Sabar, Andy Song |
| 2016 | MASCOTS | A Model Predictive Controller for Contention-Aware Resource Allocation in Virtualized Data Centers. | M. Reza HoseinyFarahabady, Young Choon Lee, Albert Y. Zomaya, Zahir Tari, Andy Song |
| 2016 | PRICAI | A Multi-memory Multi-population Memetic Algorithm for Dynamic Shortest Path Routing in Mobile Ad-hoc Networks. | Nasser R. Sabar, Ayad Mashaan Turky, Andy Song |
| 2015 | CEC | A math-hyper-heuristic approach for large-scale vehicle routing problems with time windows. | Nasser R. Sabar, Xiuzhen Jenny Zhang, Andy Song |
| 2015 | CEC | A Restricted Neighbourhood Tabu Search for Storage Location Assignment Problem. | Jing Xie, Yi Mei, Andreas T. Ernst, Xiaodong Li, Andy Song |
| 2015 | GECCO | Evolving Self-Adaptive Tabu Search Algorithm for Storage Location Assignment Problems. | Jing Xie, Yi Mei, Andy Song |
| 2015 | ICPADS | A Memetic Algorithm for Dynamic Shortest Path Routing on Mobile Ad-hoc Networks. | Nasser R. Sabar, Andy Song, Zahir Tari, Xun Yi, Albert Y. Zomaya |
| 2014 | CEC | A genetic programming-based hyper-heuristic approach for storage location assignment problem. | Jing Xie, Yi Mei, Andreas T. Ernst, Xiaodong Li, Andy Song |
| 2014 | CEC | Genetic programming based activity recognition on a smartphone sensory data benchmark. | Feng Xie, Andy Song, Vic Ciesielski |
| 2014 | MUM | Phone based fall detection by genetic programming. | Anh Hoang Dau, Flora Dilys Salim, Andy Song, Lachlan Hedin, Margaret Hamilton |
| 2013 | CEC | Hybridisation of Genetic Programming and Nearest Neighbour for classification. | Harith Al-Sahaf, Andy Song, Mengjie Zhang |
| 2013 | CEC | Towards scene text recognition with genetic programming. | Brendan Barlow, Andy Song |
| 2013 | CEC | Rice leaf detection with genetic programming. | Minh Luan Nguyen, Victor Ciesielski, Andy Song |
| 2013 | CEC | Sensor-based activity recognition with improved GP-based classifier. | Feng Xie, A. K. Qin, Andy Song, Victor Ciesielski |
| 2013 | CEC | Activity recognition by smartphone based multi-channel sensors with genetic programming. | Feng Xie, Andy Song, Victor Ciesielski |
| 2013 | CEC | Detecting PCB component placement defects by genetic programming. | Feng Xie, Alexandra L. Uitdenbogerd, Andy Song |
| 2013 | IVCNZ | Evolving PCB visual inspection programs using genetic programming. | Feng Xie, Anh Hoang Dau, Alexandra L. Uitdenbogerd, Andy Song |
| 2012 | CEC | Evolving Genetic Programming classifiers with loop structures. | Fahmi Abdulhamid, Andy Song, Kourosh Neshatian, Mengjie Zhang |
| 2012 | CEC | Extracting image features for classification by two-tier genetic programming. | Harith Al-Sahaf, Andy Song, Kourosh Neshatian, Mengjie Zhang |
| 2012 | CEC | Analysis of motion detectors evolved by Genetic Programming. | Qiao Shi, Wei Yin, Andy Song |
| 2012 | CEC | Evolving frame splitters by Genetic Programming. | Feng Xie, Andy Song |
| 2012 | CEC | Event detection in time series by genetic programming. | Feng Xie, Andy Song, Victor Ciesielski |
| 2011 | CEC | Selective motion detection by Genetic Programming. | Qiao Shi, Andy Song |
| 2011 | GECCO | Evolving automatic frame splitters. | Andy Song, Feng Xie |
| 2010 | CEC | Contribution based bloat control in Genetic Programming. | Andy Song, Dunhai Chen, Mengjie Zhang |
| 2010 | CEC | Study of GP representations for motion detection with unstable background. | Andy Song, Brian Pinto |
| 2009 | GECCO | Motion detection in complex environments by genetic programming. | Brian Pinto, Andy Song |
| 2009 | GECCO | Bloat control in genetic programming by evaluating contribution of nodes. | Andy Song, Dunhai Chen, Mengjie Zhang |
| 2008 | CEC | Fast video analysis by genetic programming. | Andy Song |
| 2008 | GECCO | Robust method of detecting moving objects in videos evolved by genetic programming. | Andy Song, Danny Fang |
| 2004 | CEC | Multiobjective parsimony enforcement for superior generalisation performance. | Yaniv Bernstein, Xiaodong Li, Victor Ciesielski, Andy Song |
| 2004 | CEC | Texture analysis by genetic programming. | Andy Song, Victor Ciesielski |
| 2004 | GECCO | Improving Generalisation Performance Through Multiobjective Parsimony Enforcement. | Yaniv Bernstein, Xiaodong Li, Victor Ciesielski, Andy Song |
| 2003 | CEC | Fast texture segmentation using genetic programming. | Andy Song, Victor Ciesielski |
| 2002 | CEC | Texture classifiers generated by genetic programming. | Andy Song, Vic Ciesielski, Hugh E. Williams |