| 2026 | ACL | Code Reffix: A Benchmark for Reflection-Guided Code Repair with Large Language Models. | Zaiyuan Di, Jianting Chen, Yunxiao Yang, Xiaoying Gao, Li Yang, Zhihao Wang, Yang Xiang |
| 2026 | GECCO | A Boundary-Aware Multi-Objective Genetic Programming Classifier with Stacking-Based Integration. | Kaiwei Yuan, Xiaoying Gao, Jianbin Ma, Jia Zhao |
| 2026 | GECCO | A Distance-based GP Classifier Construction Method for Imbalanced Data Using Dual-Tree Represention. | Jia Zhao, Xiaoying Gao, Jianbin Ma, Kaiwei Yuan |
| 2026 | WWW | Conditional Information Extraction with Diffusion Model on Fact-Condition Star Graph. | Yunxiao Yang, Jianting Chen, Xiaoying Gao, Zaiyuan Di, Yang Xiang |
| 2025 | GECCO | Multi-Objective Genetic Programming for Imbalanced Classification with Adaptive Thresholds and a New Fitness Function. | Minghui Bai, Xiaoying Gao, Jiaxin Niu, Jianbin Ma |
| 2025 | GECCO | Adaptive Multi-Tree Genetic Programming for Multiple Feature Construction. | Jiaxin Niu, Xiaoying Gao, Minghui Bai, Jianbin Ma |
| 2025 | PAKDD | Advancing Comprehensive Aspect-Based Sentiment Analysis with Generative Models. | Bisma Ayaz, Xiaoying Gao, Bing Xue |
| 2025 | PAKDD | Advancing Rubric-Based Automated Essay Scoring with Multi-view BERT: A Case Study in New Zealand. | Jie Dong, Xiaoying Gao, Yi Mei |
| 2025 | PRICAI | LLM-Based Simulation Tool for Clinician-Patient Communication Training: A Dual-Mode AI Approach. | Magezi Julius, Junhong Zhao, Xiaoying Gao, Jon Herries, Melita MacDonald, Brad Peckler |
| 2024 | COLING | Autonomous Aspect-Image Instruction a2II: Q-Former Guided Multimodal Sentiment Classification. | Junjia Feng, Mingqian Lin, Lin Shang, Xiaoying Gao |
| 2024 | GECCO | Archive-based multiple feature construction methods using adaptive Genetic Programming. | Kaixuan Jia, Jianbin Ma, Xiaoying Gao, Jiaxin Niu |
| 2024 | GECCO | Multi-objective multi-population Genetic Programming for feature selection and classification to high-dimensional data. | Qiaoman Li, Xiaoying Gao, Wenyang Meng, Jianbin Ma |
| 2024 | GECCO | A Cooperative Coevolution Neural Architecture Search Approach for Evolving Convolutional Neural Networks. | Trevor Londt, Xiaoying Gao, Yi Mei |
| 2024 | KES | An Ontology-based Three-Stage Approach to Medical Text classification with Feature Selection by Particle Swarm Optimisation. | Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li, Michael Narag |
| 2024 | RecSys | SeCor: Aligning Semantic and Collaborative Representations by Large Language Models for Next-Point-of-Interest Recommendations. | Shirui Wang, Bohan Xie, Ling Ding, Xiaoying Gao, Jianting Chen, Yang Xiang |
| 2023 | ICDM | Enhancing Interpretability in AI-Generated Image Detection with Genetic Programming. | Mingqian Lin, Lin Shang, Xiaoying Gao |
| 2021 | CEC | Evolving Neural Networks for Text Classification using Genetic Algorithm-based Approaches. | Hayden Andersen, Sean Stevenson, Tuan Ha, Xiaoying Gao, Bing Xue |
| 2021 | PRICAI | Fake News Detection Using Multiple-View Text Representation. | Tuan Ha, Xiaoying Gao |
| 2021 | PRICAI | What Emotion Is Hate? Incorporating Emotion Information into the Hate Speech Detection Task. | Kosisochukwu Judith Madukwe, Xiaoying Gao, Bing Xue |
| 2020 | AIME | Ontology-Guided Data Augmentation for Medical Document Classification. | Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li |
| 2020 | GECCO | Evolving network structures for text classification using genetic algorithms. | Hayden Andersen, Xiaoying Gao, Bing Xue, Mengjie Zhang |
| 2019 | CEC | An Ontology-based Two-Stage Approach to Medical Text Classification with Feature Selection by Particle Swarm Optimisation. | Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li |
| 2019 | CEC | Genetic Programming based Transfer Learning for Document Classification with Self-taught and Ensemble Learning. | Wenlong Fu, Bing Xue, Xiaoying Gao, Mengjie Zhang |
| 2019 | PRICAI | Stratifying Risk of Coronary Artery Disease Using Discriminative Knowledge-Guided Medical Concept Pairings from Clinical Notes. | Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li |
| 2018 | CEC | Particle Swarm Optimization Based Two-Stage Feature Selection in Text Mining. | Xiaohan Bai, Xiaoying Gao, Bing Xue |
| 2018 | IJCNN | Predicting Drug Targets from Heterogeneous Spaces using Anchor Graph Hashing and Ensemble Learning. | Yi Zheng, Hui Peng, Xiaocai Zhang, Xiaoying Gao, Jinyan Li |
| 2017 | AINA | Cluster-than-Label: Semi-Supervised Approach for Domain Adaptation. | Santosh Kumar, Xiaoying Gao, Ian Welch |
| 2016 | AINA | A Machine Learning Based Web Spam Filtering Approach. | Santosh Kumar, Xiaoying Gao, Ian Welch, Masood Mansoori |
| 2016 | CEC | View-based text representation. | Chahine Koleejan, Xiaoying Gao |
| 2016 | ICTAI | Novel Features for Web Spam Detection. | Santosh Kumar, Xiaoying Gao, Ian Welch |
| 2016 | PKAW | Learning Under Data Shift for Domain Adaptation: A Model-Based Co-clustering Transfer Learning Solution. | Santosh Kumar, Xiaoying Gao, Ian Welch |
| 2016 | PRICAI | A Differential Evolution Approach to Feature Selection and Instance Selection. | Jiaheng Wang, Bing Xue, Xiaoying Gao, Mengjie Zhang |
| 2015 | CEC | Multi-objective multi-view clustering ensemble based on evolutionary approach. | Abdul Wahid, Xiaoying Gao, Peter Andreae |
| 2015 | DSAA | Multi-objective clustering ensemble for high-dimensional data based on Strength Pareto Evolutionary Algorithm (SPEA-II). | Abdul Wahid, Xiaoying Gao, Peter Andreae |
| 2015 | WISE | A Soft Subspace Clustering Method for Text Data Using a Probability Based Feature Weighting Scheme. | Abdul Wahid, Xiaoying Gao, Peter Andreae |
| 2014 | CEC | Multi-view clustering of web documents using multi-objective genetic algorithm. | Abdul Wahid, Xiaoying Gao, Peter Andreae |
| 2014 | PRICAI | Using Asymmetric Associations for Commonsense Causality Detection. | Shahida Jabeen, Xiaoying Gao, Peter Andreae |
| 2014 | PRICAI | Wallace: Incorporating Search into Chatting. | Alexandre Sawczuk da Silva, Xiaoying Gao, Peter Andreae |
| 2014 | WISE | Probabilistic Associations as a Proxy for Semantic Relatedness. | Shahida Jabeen, Xiaoying Gao, Peter Andreae |
| 2014 | WISE | A Hybrid Model for Learning Semantic Relatedness Using Wikipedia-Based Features. | Shahida Jabeen, Xiaoying Gao, Peter Andreae |
| 2013 | LCN | Detecting heap-spray attacks in drive-by downloads: Giving attackers a hand. | Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk |
| 2013 | WISE | Directional Context Helps: Guiding Semantic Relatedness Computation by Asymmetric Word Associations. | Shahida Jabeen, Xiaoying Gao, Peter Andreae |
| 2013 | WISE | Exploiting User Queries for Search Result Clustering. | Abdul Wahid, Xiaoying Gao, Peter Andreae |
| 2012 | ADMA | Query Directed Web Page Clustering Using Suffix Tree and Wikipedia Links. | John Park, Xiaoying Gao, Peter Andreae |
| 2012 | PRICAI | Harnessing Wikipedia Semantics for Computing Contextual Relatedness. | Shahida Jabeen, Xiaoying Gao, Peter Andreae |
| 2012 | PRICAI | Automatic Keyword Extraction from Single-Sentence Natural Language Queries. | David X. Wang, Xiaoying Gao, Peter Andreae |
| 2012 | TrustCom | A Novel Scoring Model to Detect Potential Malicious Web Pages. | Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk |
| 2011 | ADMA | Improving Suffix Tree Clustering with New Ranking and Similarity Measures. | Phiradit Worawitphinyo, Xiaoying Gao, Shahida Jabeen |
| 2011 | AINA | Two-Stage Classification Model to Detect Malicious Web Pages. | Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk |
| 2007 | KDD | Exploiting underrepresented query aspects for automatic query expansion. | Daniel Crabtree, Peter Andreae, Xiaoying Gao |
| 2007 | KSEM | Automatic Data Record Detection in Web Pages. | Xiaoying Gao, Le Phong Bao Vuong, Mengjie Zhang |
| 2007 | PAKDD | QC4 - A Clustering Evaluation Method. | Daniel Crabtree, Peter Andreae, Xiaoying Gao |
| 2006 | CEC | Looseness Controlled Crossover in GP for Object Recognition. | Mengjie Zhang, Xiaoying Gao, Weijun Lou |
| 2006 | PRICAI | Modelling Citation Networks for Improving Scientific Paper Classification Performance. | Mengjie Zhang, Xiaoying Gao, Minh Duc Cao, Yuejin Ma |
| 2006 | PRICAI | Investigation of Brood Size in GP with Brood Recombination Crossover for Object Recognition. | Mengjie Zhang, Xiaoying Gao, Weijun Lou, Dongping Qian |
| 2004 | PRICAI | Approximately Repetitive Structure Detection for Wrapper Induction. | Xiaoying Gao, Peter Andreae, Richard Collins |
| 2000 | PRICAI | Knowledge-Based Information Agents. | Xiaoying Gao, Leon Sterling |