| 2026 | AAAI | The Silent Amplifier: In-Context Examples Fuel Bias in Large Language Models. | Xinwei Guo, Jiashi Gao, Junlei Zhou, Jiaxin Zhang, Quanying Liu, Haiyan Wu, Xin Yao, Xuetao Wei |
| 2026 | AAAI | GeWu: A Culturally-Grounded Chinese Benchmark for Multi-Stage Social Bias Evaluation in Large Language Models. | Yi Lin, Ziyi Zhou, Jiashi Gao, Xinwei Guo, Jiaxin Zhang, Haiyan Wu, Xin Yao, Xuetao Wei |
| 2026 | ACL | AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora. | Jiaxin Bai, Wei Fan, Qi Hu, Qing Zong, Chunyang Li, Hong Ting Tsang, Hongyu Luo, Yauwai Yim, Haoyu Huang, Xiao Zhou, Feng Qin, Tianshi Zheng, Xi Peng, Xin Yao, Huiwen Yang, Leijie Wu, J. I Yi, Gong Zhang, Renhai Chen, Yangqiu Song |
| 2026 | ACL | RecMem: Recurrence-based Memory Consolidation for Efficient and Effective Long-Running LLM Agents. | Zijie Dai, Shiyuan Deng, Sheng Guan, Yizhou Tian, Xin Yao, Xiao Yan, James Cheng |
| 2026 | ACL | Can LLMs Hear the Dogwhistle? | Yifan Liu, Yi Lin, Xinwei Guo, Ziwei Wang, Jiaxin Zhang, Guanhua Chen, Haiyan Wu, Xiangyu Zhao, Xin Yao, Xuetao Wei |
| 2026 | FAST | RosenBridge: A Framework for Enabling Express I/O Paths Across the Virtualization Boundary. | Shi Qiu, Li Wang, Jianqin Yan, Ruofan Xiong, Leping Yang, Xin Yao, Renhai Chen, Gong Zhang, Dongsheng Li, Jiwu Shu, Yiming Zhang |
| 2026 | ICDE | KScaNN: Scalable Approximate Nearest Neighbor Search on Kunpeng. | Oleg Senkevich, Siyang Xu, Tianyi Jiang, Alexander Radionov, Jan Tabaszewski, Dmitriy Malyshev, Zijian Li, Daihao Xue, Licheng Yu, Weidi Zeng, Meiling Wang, Xin Yao, Siyu Huang, Gleb Neshchetkin, Qiuling Pan, Yaoyao Fu |
| 2026 | ICPR | LLM-Based POI Recommendation Incorporating Explicit Behavior Pattern. | Xin Yao, Xiangfeng Luo, Xue Chen, Jinhui Zhu |
| 2026 | KDD | KBest: Efficient Vector Search on Kunpeng CPU. | Kaihao Ma, Meiling Wang, Oleg Senkevich, Zijian Li, Daihao Xue, Dmitriy Malyshev, Yangming Lv, Shihai Xiao, Xiao Yan, Alexander Radionov, Weidi Zeng, Yuanzhan Gao, Zhiyu Zou, Xin Yao, Lin Liu, Junhao Wu, Yiding Liu, Yaoyao Fu, Gongyi Wang, Gong Zhang, Fei Yi, Yingfan Liu |
| 2025 | AAAI | Efficient Robustness Evaluation via Constraint Relaxation. | Chao Pan, Yu Wu, Ke Tang, Qing Li, Xin Yao |
| 2025 | ACL | The Elephant in the Room: Exploring the Role of Neutral Words in Language Model Group-Agnostic Debiasing. | Xinwei Guo, Jiashi Gao, Junlei Zhou, Jiaxin Zhang, Guanhua Chen, Xiangyu Zhao, Quanying Liu, Haiyan Wu, Xin Yao, Xuetao Wei |
| 2025 | ACL | LLMs Trust Humans More, That's a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation. | Yuxuan Li, Xinwei Guo, Jiashi Gao, Guanhua Chen, Xiangyu Zhao, Jiaxin Zhang, Quanying Liu, Haiyan Wu, Xin Yao, Xuetao Wei |
| 2025 | APWEB | Direction-Aware Attentive Hypergraph Learning for Knowledge Graph Completion. | Haojie Nie, Xiangguo Zhao, Xin Bi, Xin Yao, Yongjiao Sun, Zhixin Lv |
| 2025 | APWEB | Adaptive Graph Contrastive Learning for Blockchain Smart Contract Vulnerability Detection. | Junjie Zhou, Xiangguo Zhao, Xin Yao, Xin Bi, Ye Yuan |
| 2025 | CEC | Fairness-Constrained Multiple-Workflow Scheduling Through Stochastic Ranking. | Jiajian Yang, Jingyuan Xu, Peiru Li, Changwu Huang, Xin Yao |
| 2025 | DATE | A Practical Learning-Based FTL for Memory Constrained Mobile Flash Storage. | Zelin Du, Kecheng Huang, Tianyu Wang, Xin Yao, Renhai Chen, Zili Shao |
| 2025 | DSAA | Rethinking RobustBench: Is High Synthetic-Test Data Similarity an Implicit Information Advantage Inflating Robustness Scores? | Chao Pan, Ke Tang, Qing Li, Xin Yao |
| 2025 | EMNLP | Chart2Code53: A Large-Scale Diverse and Complex Dataset for Enhancing Chart-to-Code Generation. | Tianhao Niu, Yiming Cui, Baoxin Wang, Xiao Xu, Xin Yao, Qingfu Zhu, Dayong Wu, Shijin Wang, Wanxiang Che |
| 2025 | EMO | When Is Non-deteriorating Population Update in MOEAs Beneficial? | Qiaozhi Zhang, Miqing Li, Ke Tang, Xin Yao |
| 2025 | EuroSys | Cheetah: Metadata Aggregation for Fast Object Storage without Distributed Ordering. | Yiming Zhang, Li Wang, Shengyun Liu, Shun Gai, Haonan Wang, Xin Yao, Meiling Wang, Kai Chen, Dongsheng Li, Jiwu Shu |
| 2025 | FAST | GeminiFS: A Companion File System for GPUs. | Shi Qiu, Weinan Liu, Yifan Hu, Jianqin Yan, Zhirong Shen, Xin Yao, Renhai Chen, Gong Zhang, Yiming Zhang |
| 2025 | FAST | HiDPU: A DPU-Oriented Hybrid Indexing Scheme for Disaggregated Storage Systems. | Wenbin Zhu, Zhaoyan Shen, Qian Wei, Renhai Chen, Xin Yao, Dongxiao Yu, Zili Shao |
| 2025 | GECCO | Diversity-driven Cooperating Portfolio of Metaheuristic Algorithms. | Adam Zychowski, Xin Yao, Jacek Mandziuk |
| 2025 | ICAISC | Migration Timing in Hybrid Island-Based Metaheuristic Algorithms. | Adam Zychowski, Xin Yao, Jacek Mandziuk |
| 2025 | ICCD | A Dynamic Virtual Memory Management System for LLMs on AI Chips. | Gaolin Wei, Zhaorui Zhang, Jiaqi Xu, Chen Jason Zhang, Xin Yao, Benben Liu |
| 2025 | ICCV | Mitigating Catastrophic Overfitting in Fast Adversarial Training via Label Information Elimination. | Chao Pan, Ke Tang, Qing Li, Xin Yao |
| 2025 | ICDCS | Too Clever by Half: Detecting Sampling-based Model Stealing Attacks by Their Own Cleverness. | Xin Yao, Chenyang Wang, Yimin Chen, Kecheng Huang, Jiawei Guo, Ming Zhao |
| 2025 | ICNP | Carrera: Enabling High-Performance eBPF-based Sketches in Network Measurement. | Xiang Chen, Xin Yao, Jiayu Li, Longlong Zhu, Linying Zheng, Hongyan Liu, Jianshan Zhang, Dong Zhang, Xuan Liu, Qun Huang, Haifeng Zhou, Chunming Wu |
| 2024 | AAAI | Complementary Knowledge Distillation for Robust and Privacy-Preserving Model Serving in Vertical Federated Learning. | Dashan Gao, Sheng Wan, Lixin Fan, Xin Yao, Qiang Yang |
| 2024 | AAAI | Adversarial Initialization with Universal Adversarial Perturbation: A New Approach to Fast Adversarial Training. | Chao Pan, Qing Li, Xin Yao |
| 2024 | AIES | Surviving in Diverse Biases: Unbiased Dataset Acquisition in Online Data Market for Fair Model Training. | Jiashi Gao, Ziwei Wang, Xiangyu Zhao, Xin Yao, Xuetao Wei |
| 2024 | CEC | Reliability-Aware Network Slicing based on Multi-Objective Optimization. | Qiqi Xia, Jin Wang, Chengqiang Huang, Xin Yao |
| 2024 | CEC | Learning-Based Problem Reduction for Large-Scale Uncapacitated Facility Location Problems. | Shuaixiang Zhang, Yixuan Yang, Hao Tong, Xin Yao |
| 2024 | CVPR | NTIRE 2024 Challenge on Blind Enhancement of Compressed Image: Methods and Results. | Ren Yang, Radu Timofte, Bingchen Li, Xin Li, Mengxi Guo, Shijie Zhao, Li Zhang, Zhibo Chen, Dongyang Zhang, Yash Arora, Aditya Arora, Yuanbin Chen, Hui Tang, Tao Wang, Longxuan Zhao, Bin Chen, Tong Tong, Qiao Mo, Jingwei Bao, Jinhua Hao, Yukang Ding, Hantang Li, Ming Sun, Chao Zhou, Shuyuan Zhu, Zhi Jin, Wei Wang, Dandan Zhan, Jiawei Wu, Jiahao Wu, Luwei Tu, Hongyu An, Xinfeng Zhang, Woon-Ha Yeo, Wang-Taek Oh, Young-Il Kim, Han-Cheol Ryu, Long Sun, Mingjun Zhen, Jinshan Pan, Jiangxin Dong, Jinhui Tang, Yapeng Du, Ao Li, Ziyang He, Lei Luo, Ce Zhu, Xin Yao, Sunder Ali Khowaja, Ikhyun Lee, Jaeho Lee, Seongwan Kim, S. M. A. Sharif, Nodirkhuja Khujaev, Roman Tsoy |
| 2024 | ECAI | Anti-Matthew FL: Bridging the Performance Gap in Federated Learning to Counteract the Matthew Effect. | Jiashi Gao, Xin Yao, Xuetao Wei |
| 2024 | ECAI | Evolutionary Reinforcement Learning via Cooperative Coevolution. | Chengpeng Hu, Jialin Liu, Xin Yao |
| 2024 | GECCO | Feature Attribution Explanation Based on Multi-Objective Evolutionary Learning. | Ziming Wang, Changwu Huang, Xin Yao |
| 2024 | GECCO | A Deep Dive into Robust Optimization Over Time: Problems, Algorithms, and Beyond. | Danial Yazdani, Xin Yao |
| 2024 | GECCO | Clustering in Dynamic Environments: A Framework for Benchmark Dataset Generation With Heterogeneous Changes. | Danial Yazdani, Juergen Branke, Mohammad Sadegh Khorshidi, Mohammad Nabi Omidvar, Xiaodong Li, Amir H. Gandomi, Xin Yao |
| 2024 | GECCO | An Adaptive Interactive Routing-Packing Strategy for Split Delivery Vehicle Routing Problem with 3D Loading Constraints. | Han Zhang, Qing Li, Xin Yao |
| 2024 | GECCO | PEACH: A Multi-Objective Evolutionary Algorithm for Complex Vehicle Routing with Three-Dimensional Loading Constraints. | Han Zhang, Qing Li, Xin Yao |
| 2024 | ICLR | Negatively Correlated Ensemble Reinforcement Learning for Online Diverse Game Level Generation. | Ziqi Wang, Chengpeng Hu, Jialin Liu, Xin Yao |
| 2024 | ICONIP | An Explainable Error Detection Approach for Machine Learning. | Kaiyue Wu, Changwu Huang, Xin Yao |
| 2024 | ICONIP | Towards Private and Fair Machine Learning: Group-Specific Differentially Private Stochastic Gradient Descent with Threshold Optimization. | Zhi Yang, Changwu Huang, Xin Yao |
| 2024 | IJCNN | An Interpretable Alternative to Neural Representation Learning for Rating Prediction - Transparent Latent Class Modeling of User Reviews. | Giuseppe Serra, Peter Tino, Zhao Xu, Xin Yao |
| 2024 | IJCNN | Self-aware Hierarchical Neuromorphic Architecture. | Zilu Wang, Xin Yao |
| 2024 | INFOCOM | RB | Haifeng Sun, Yixuan Tan, Yongtong Wu, Jiaqi Zhu, Qun Huang, Xin Yao, Gong Zhang |
| 2024 | INFOCOM | Accelerating Sketch-based End-Host Traffic Measurement with Automatic DPU Offloading. | Xiang Chen, Xi Sun, Wenbin Zhang, Xin Yao, Zizheng Wang, Hongyan Liu, Qun Huang, Gaoning Pan, Xuan Liu, Haifeng Zhou, Chunming Wu |
| 2024 | IPCCC | Fat-B | Yikai Zhao, Yuanpeng Li, Zicang Xu, Tong Yang, Kaicheng Yang, Li Chen, Xin Yao, Gong Zhang |
| 2023 | ACL | Gradient-based Intra-attention Pruning on Pre-trained Language Models. | Ziqing Yang, Yiming Cui, Xin Yao, Shijin Wang |
| 2023 | CEC | Negatively Correlated Search for Constrained Optimization. | Yuan Li, Xiaofen Lu, Xin Yao |
| 2023 | ECAI | BEDCOE: Borderline Enhanced Disjunct Cluster Based Oversampling Ensemble for Online Multi-Class Imbalance Learning. | Shuxian Li, Liyan Song, Yiu-ming Cheung, Xin Yao |
| 2023 | GECCO | An Iterative Machine Learning Approach to Informative Performance Reporting in Dynamic Multi-Objective Optimization. | Daniel Herring, Michael Kirley, Xin Yao |
| 2023 | GECCO | Local Optima Correlation Assisted Adaptive Operator Selection. | Jiyuan Pei, Hao Tong, Jialin Liu, Yi Mei, Xin Yao |
| 2023 | GECCO | Explaining Memristive Reservoir Computing Through Evolving Feature Attribution. | Xinming Shi, Zilu Wang, Leandro L. Minku, Xin Yao |
| 2023 | GECCO | A Novel Generalized Metaheuristic Framework for Dynamic Capacitated Arc Routing Problems. | Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao |
| 2023 | GECCO | Generate Competitive Solutions for Uncapacitated Facility Location Problem by Learning from Small Instances. | Shuaixiang Zhang, Hao Tong, Jialin Liu, Xin Yao |
| 2023 | ICANN | An Explainable Feature Selection Approach for Fair Machine Learning. | Zhi Yang, Ziming Wang, Changwu Huang, Xin Yao |
| 2023 | ICCV | Single Image Defocus Deblurring via Implicit Neural Inverse Kernels. | Yuhui Quan, Xin Yao, Hui Ji |
| 2023 | ICDCS | DUO: Stealthy Adversarial Example Attack on Video Retrieval Systems via Frame-Pixel Search. | Xin Yao, Yu Zhan, Yimin Chen, Fengxiao Tang, Ming Zhao, Enlang Li, Yanchao Zhang |
| 2023 | ICDM | Mitigating Multisource Biases in Graph Neural Networks via Real Counterfactual Samples. | Zichong Wang, Giri Narasimhan, Xin Yao, Wenbin Zhang |
| 2023 | IJCNN | Evolving Constrained Reinforcement Learning Policy. | Chengpeng Hu, Jiyuan Pei, Jialin Liu, Xin Yao |
| 2023 | IJCNN | Constrained Reinforcement Learning for Dynamic Material Handling. | Chengpeng Hu, Ziming Wang, Jialin Liu, Junyi Wen, Bifei Mao, Xin Yao |
| 2023 | IJCNN | Feature Attribution Explanation to Detect Harmful Dataset Shift. | Ziming Wang, Changwu Huang, Xin Yao |
| 2023 | IJCNN | A Brain-inspired Fully Hardware Hopfield Neural Network based on Memristive Arrays. | Zilu Wang, Xin Yao |
| 2023 | IJCNN | Robust Deep Learning Models against Semantic-Preserving Adversarial Attack. | Yunce Zhao, Dashan Gao, Yinghua Yao, Zeqi Zhang, Bifei Mao, Xin Yao |
| 2023 | ISCAS | DP-VoicePub: Differential Privacy-based Voice Publication. | Xin Yao, Senquan An |
| 2022 | CEC | Benchmarking Dynamic Capacitated Arc Routing Algorithms Using Real-World Traffic Simulation. | Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao |
| 2022 | GECCO | Reproducibility and baseline reporting for dynamic multi-objective benchmark problems. | Daniel Herring, Michael Kirley, Xin Yao |
| 2022 | GECCO | Evolving parsimonious circuits through shapley value-based genetic programming. | Xinming Shi, Jiashi Gao, Leandro L. Minku, Xin Yao |
| 2022 | GECCO | What makes the dynamic capacitated Arc routing problem hard to solve: insights from fitness landscape analysis. | Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao |
| 2022 | GECCO | Evolutionary continuous dynamic optimization. | Danial Yazdani, Xin Yao |
| 2022 | ICANN | Towards Robust Uncertainty Estimation in the Presence of Noisy Labels. | Chao Pan, Bo Yuan, Wei Zhou, Xin Yao |
| 2022 | ICASSP | AdderIC: Towards Low Computation Cost Image Compression. | Bowen Li, Xin Yao, Chao Li, Youneng Bao, Fanyang Meng, Yongsheng Liang |
| 2022 | IJCNN | Spatio-Temporal Activity Recognition for Evolutionary Search Behavior Prediction. | Stephen Friess, Peter Tino, Stefan Menzel, Zhao Xu, Bernhard Sendhoff, Xin Yao |
| 2022 | IJCNN | Preventing Undesirable Behaviors of Neural Networks via Evolutionary Constrained Learning. | Changwu Huang, Zeqi Zhang, Bifei Mao, Xin Yao |
| 2022 | IJCNN | Split-AE: An Autoencoder-based Disentanglement Framework for 3D Shape-to-shape Feature Transfer. | Sneha Saha, Leandro L. Minku, Xin Yao, Bernhard Sendhoff, Stefan Menzel |
| 2022 | IJCNN | A Novel Data Stream Learning Approach to Tackle One-Sided Label Noise From Verification Latency. | Liyan Song, Shuxian Li, Leandro L. Minku, Xin Yao |
| 2022 | INFOCOM | A Scalable Mixed Reality Platform for Remote Collaborative LEGO Design. | Xin Yao, Jiangong Chen, Ting He, Jing Yang, Bin Li |
| 2021 | CEC | Adaptive Differential Evolution based on Exploration and Exploitation Control. | Hao Bai, Changwu Huang, Xin Yao |
| 2021 | CEC | Exploiting Linear Interpolation of Variational Autoencoders for Satisfying Preferences in Evolutionary Design Optimization. | Sneha Saha, Leandro L. Minku, Xin Yao, Bernhard Sendhoff, Stefan Menzel |
| 2021 | EMO | Operator-Adapted Evolutionary Large-Scale Multiobjective Optimization for Voltage Transformer Ratio Error Estimation. | Changwu Huang, Lianghao Li, Cheng He, Ran Cheng, Xin Yao |
| 2021 | GECCO | Analysis of evolutionary algorithms on fitness function with time-linkage property (hot-off-the-press track at GECCO 2021). | Weijie Zheng, Huanhuan Chen, Xin Yao |
| 2021 | GECCO | When non-elitism meets time-linkage problems. | Weijie Zheng, Qiaozhi Zhang, Huanhuan Chen, Xin Yao |
| 2021 | GECCO | A hybrid local search framework for the dynamic capacitated arc routing problem. | Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao |
| 2021 | ICANN | Feature Creation Towards the Detection of Non-control-Flow Hijacking Attacks. | Zander Blasingame, Chen Liu, Xin Yao |
| 2021 | ICANN | Fairer Machine Learning Through Multi-objective Evolutionary Learning. | Qingquan Zhang, Jialin Liu, Zeqi Zhang, Junyi Wen, Bifei Mao, Xin Yao |
| 2021 | ICIP | Multi-Task Distillation: Towards Mitigating the Negative Transfer in Multi-Task Learning. | Ze Meng, Xin Yao, Lifeng Sun |
| 2021 | IJCNN | Artificial Neural Networks as Feature Extractors in Continuous Evolutionary Optimization. | Stephen Friess, Peter Tio, Zhao Xu, Stefan Menzel, Bernhard Sendhoff, Xin Yao |
| 2021 | IJCNN | Neural Architecture Search Based on Evolutionary Algorithms with Fitness Approximation. | Chao Pan, Xin Yao |
| 2021 | IJCNN | Interpreting Node Embedding with Text-labeled Graphs. | Giuseppe Serra, Zhao Xu, Mathias Niepert, Carolin Lawrence, Peter Tio, Xin Yao |
| 2021 | IPCCC | Private Distributed K-Means Clustering on Interval Data. | Dingquan Huang, Xin Yao, Senquan An, Shengbing Ren |
| 2021 | IWQoS | Differential Privacy-Preserving User Linkage across Online Social Networks. | Xin Yao, Rui Zhang, Yanchao Zhang |
| 2020 | AAAI | On Performance Estimation in Automatic Algorithm Configuration. | Shengcai Liu, Ke Tang, Yunwen Lei, Xin Yao |
| 2020 | APWEB | PHR: A Personalized Hidden Route Recommendation System Based on Hidden Markov Model. | Yundan Yang, Xiao Pan, Xin Yao, Shuhai Wang, Lihua Han |
| 2020 | CEC | Representing Experience in Continuous Evolutionary optimisation through Problem-tailored Search Operators. | Stephen Friess, Peter Tio, Stefan Menzel, Bernhard Sendhoff, Xin Yao |
| 2020 | CEC | Online Parameter Tuned SAHiD Algorithm for Capacitated Arc Routing Problems. | Changwu Huang, Yuanxiang Li, Xin Yao |
| 2020 | CEC | Computational Study on Effectiveness of Knowledge Transfer in Dynamic Multi-objective Optimization. | Gan Ruan, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao |
| 2020 | CEC | In Vivo Computation for Tumor Sensitization and Targeting at Different Tumor Growth Stages. | Shaolong Shi, Yifan Chen, Zheng Gong, Xiaoyou Lin, Neda Sharifi, Xin Yao |
| 2020 | CEC | A Novel CNet-assisted Evolutionary Level Repairer and Its Applications to Super Mario Bros. | Tianye Shu, Ziqi Wang, Jialin Liu, Xin Yao |
| 2020 | ICIP | Continual Local Training For Better Initialization Of Federated Models. | Xin Yao, Lifeng Sun |
| 2020 | ICONIP | Boltzmann Exploration for Deterministic Policy Optimization. | Shaochen Wang, Yuan Pu, Shangtong Yang, Xin Yao, Bin Li |
| 2020 | IJCNN | Latent Context Based Soft Actor-Critic. | Yuan Pu, Shaochen Wang, Xin Yao, Bin Li |
| 2020 | INFOCOM | Stick: A Harmonious Fusion of Buffer-based and Learning-based Approach for Adaptive Streaming. | Tianchi Huang, Chao Zhou, Rui-Xiao Zhang, Chenglei Wu, Xin Yao, Lifeng Sun |
| 2019 | AAAI | Automatic Construction of Parallel Portfolios via Explicit Instance Grouping. | Shengcai Liu, Ke Tang, Xin Yao |
| 2019 | CCGRID | EC-Shuffle: Dynamic Erasure Coding Optimization for Efficient and Reliable Shuffle in Spark. | Xin Yao, Cho-Li Wang, Mingzhe Zhang |
| 2019 | CEC | Surrogate-Assisted Expensive Many-Objective Optimization by Model Fusion. | Cheng He, Ran Cheng, Yaochu Jin, Xin Yao |
| 2019 | CEC | Investigation of Asynchrony in Dynamic Multi-Objective Optimization. | Daniel Herring, Michael Kirley, Xin Yao |
| 2019 | CEC | Automatic Parameter Tuning using Bayesian Optimization Method. | Changwu Huang, Bo Yuan, Yuanxiang Li, Xin Yao |
| 2019 | CEC | Lightweight Evolution Strategies for Nanoswimmers-oriented In Vivo Computation. | Shaolong Shi, Yifan Chen, Xin Yao, Mengjie Zhang |
| 2019 | CEC | Voronoi-based Efficient Surrogate-assisted Evolutionary Algorithm for Very Expensive Problems. | Hao Tong, Changwu Huang, Jialin Liu, Xin Yao |
| 2019 | CEC | An Experimental Study of Large-scale Capacitated Vehicle Routing Problems. | Er Zhuo, Yunjie Deng, Zhewei Su, Peng Yang, Bo Yuan, Xin Yao |
| 2019 | CLUSTER | FluentPS: A Parameter Server Design with Low-frequency Synchronization for Distributed Deep Learning. | Xin Yao, Xueyu Wu, Cho-Li Wang |
| 2019 | EMO | An Empirical Investigation of the Optimality and Monotonicity Properties of Multiobjective Archiving Methods. | Miqing Li, Xin Yao |
| 2019 | GECCO | Algorithm portfolio for individual-based surrogate-assisted evolutionary algorithms. | Hao Tong, Jialin Liu, Xin Yao |
| 2019 | ICDM | Learning Time-Series Data of Industrial Design Optimization using Recurrent Neural Networks. | Sneha Saha, Thiago Rios, Stefan Menzel, Bernhard Sendhoff, Thomas Bck, Xin Yao, Zhao Xu, Patricia Wollstadt |
| 2019 | ICIP | Towards Faster and Better Federated Learning: A Feature Fusion Approach. | Xin Yao, Tianchi Huang, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun |
| 2019 | ICONIP | Representation Learning for Heterogeneous Information Networks via Embedding Events. | Guoji Fu, Bo Yuan, Qiqi Duan, Xin Yao |
| 2019 | ICONIP | Support Matching: A Novel Regularization to Escape from Mode Collapse in GANs. | Yinghua Yao, Yuangang Pan, Ivor W. Tsang, Xin Yao |
| 2019 | IJCNN | Learning Topological Representation for Networks via Hierarchical Sampling. | Guoji Fu, Chengbin Hou, Xin Yao |
| 2019 | ISCC | Energy Efficient Communication among Wearable Devices using Optimized Motion Detection. | Xin Yao, Aftab Khan, Yichao Jin |
| 2018 | AAAI | On Multiset Selection With Size Constraints. | Chao Qian, Yibo Zhang, Ke Tang, Xin Yao |
| 2018 | GECCO | On the effects of seeding strategies: a case for search-based multi-objective service composition. | Tao Chen, Miqing Li, Xin Yao |
| 2018 | GECCO | Analysis of noisy evolutionary optimization when sampling fails. | Chao Qian, Chao Bian, Yang Yu, Ke Tang, Xin Yao |
| 2018 | GECCO | Changing or keeping solutions in dynamic optimization problems with switching costs. | Danial Yazdani, Jrgen Branke, Mohammad Nabi Omidvar, Trung Thanh Nguyen, Xin Yao |
| 2018 | ICSE | A critical review of: "a practical guide to select quality indicators for assessing pareto-based search algorithms in search-based software engineering": essay on quality indicator selection for SBSE. | Miqing Li, Tao Chen, Xin Yao |
| 2017 | APWEB | Boost Clickbait Detection Based on User Behavior Analysis. | Hai-Tao Zheng, Xin Yao, Yong Jiang, Shu-Tao Xia, Xi Xiao |
| 2017 | CEC | Parallel peaks: A visualization method for benchmark studies of multimodal optimization. | Ran Cheng, Miqing Li, Xin Yao |
| 2017 | CEC | Knowledge-based particle swarm optimization for PID controller tuning. | Junfeng Chen, Mohammad Nabi Omidvar, Morteza Azad, Xin Yao |
| 2017 | EMO | Empirical Investigations of Reference Point Based Methods When Facing a Massively Large Number of Objectives: First Results. | Ke Li, Kalyanmoy Deb, Okkes Tolga Altinz, Xin Yao |
| 2017 | GECCO | Combining conformal prediction and genetic programming for symbolic interval regression. | Thuong Pham Thi, Nguyen Xuan Hoai, Xin Yao |
| 2017 | INFOCOM | Verifiable social data outsourcing. | Xin Yao, Rui Zhang, Yanchao Zhang, Yaping Lin |
| 2017 | ICWS | SaaS for Automated Job Performance Appraisals Using Service Technologies and Big Data Analytics. | I-Ling Yen, Farokh B. Bastani, Yongtao Huang, Yuqun Zhang, Xin Yao |
| 2016 | CEC | Search based recommender system using many-objective evolutionary algorithm. | Bingdong Li, Chao Qian, Jinlong Li, Ke Tang, Xin Yao |
| 2016 | CEC | CBCC3 - A contribution-based cooperative co-evolutionary algorithm with improved exploration/exploitation balance. | Mohammad Nabi Omidvar, Borhan Kazimipour, Xiaodong Li, Xin Yao |
| 2016 | CEC | Improving the performance of evolutionary engine calibration algorithms with principal component analysis. | Mohammad-H. Tayarani-N., Adam Prgel-Bennett, Hongming Xu, Xin Yao |
| 2016 | CEC | A multi-modal optimization approach to single path planning for unmanned aerial vehicle. | Peng Yang, Guanzhou Lu, Ke Tang, Xin Yao |
| 2016 | DSAA | Robust Online Time Series Prediction with Recurrent Neural Networks. | Tian Guo, Zhao Xu, Xin Yao, Haifeng Chen, Karl Aberer, Koichi Funaya |
| 2016 | IJCAI | Dealing with Multiple Classes in Online Class Imbalance Learning. | Shuo Wang, Leandro L. Minku, Xin Yao |
| 2016 | IWQoS | A secure hierarchical deduplication system in cloud storage. | Xin Yao, Yaping Lin, Qin Liu, Yanchao Zhang |
| 2015 | CEC | An evolutionary algorithm for performance optimization at software architecture level. | Xin Du, Youcong Ni, Peng Ye, Xin Yao, Leandro L. Minku, Ruliang Xiao |
| 2015 | CEC | QoS-aware long-term based service composition in cloud computing. | Shengcai Liu, Yufan Wei, Ke Tang, A. K. Qin, Xin Yao |
| 2015 | CEC | Heuristic evolution with Genetic Programming for Traveling Thief Problem. | Yi Mei, Xiaodong Li, Flora D. Salim, Xin Yao |
| 2015 | IJCAI | Model Metric Co-Learning for Time Series Classification. | Huanhuan Chen, Fengzhen Tang, Peter Tio, Anthony G. Cohn, Xin Yao |
| 2015 | IJCAI | Increasingly Cautious Optimism for Practical PAC-MDP Exploration. | Liangpeng Zhang, Ke Tang, Xin Yao |
| 2015 | ISCC | Efficient and privacy-preserving search in multi-source personal health record clouds. | Xin Yao, Yaping Lin, Qin Liu, Shuai Long |
| 2014 | CEC | Model representation and cooperative coevolution for finite-state machine evolution. | Grant Dick, Xin Yao |
| 2014 | CEC | What are dynamic optimization problems? | Haobo Fu, Peter R. Lewis, Bernhard Sendhoff, Ke Tang, Xin Yao |
| 2014 | CEC | Heuristic optimization for software project management with impacts of team efficiency. | Nanlin Jin, Xin Yao |
| 2014 | CEC | An improved Two Archive Algorithm for Many-Objective optimization. | Bingdong Li, Jinlong Li, Ke Tang, Xin Yao |
| 2014 | CEC | Variable neighborhood decomposition for Large Scale Capacitated Arc Routing Problem. | Yi Mei, Xiaodong Li, Xin Yao |
| 2014 | CEC | Evolving exact integer algorithms with Genetic Programming. | Thomas Weise, Mingxu Wan, Ke Tang, Xin Yao |
| 2014 | IJCNN | A multi-objective ensemble method for online class imbalance learning. | Shuo Wang, Leandro L. Minku, Xin Yao |
| 2014 | ICSE | How to make best use of cross-company data in software effort estimation? | Leandro L. Minku, Xin Yao |
| 2013 | CEC | Exposing market mechanism design trade-offs via multi-objective evolutionary search. | Arjun Chandra, Richard Allmendinger, Peter R. Lewis, Xin Yao, Jim Trresen |
| 2013 | CEC | Decomposing Large-Scale Capacitated Arc Routing Problems using a random route grouping method. | Yi Mei, Xiaodong Li, Xin Yao |
| 2013 | GECCO | Challenges and opportunities in dynamic optimisation. | Xin Yao |
| 2013 | HPCC | A Multi-dimensional Packet Classification Algorithm Based on Hierarchical All-Match B+ Tree. | Gang Wang, Yaping Lin, Jinguo Li, Xin Yao |
| 2013 | ICDE | Pipe failure prediction: A data mining method. | Rui Wang, Weishan Dong, Yu Wang, Ke Tang, Xin Yao |
| 2013 | IJCAI | On the Approximation Ability of Evolutionary Optimization with Application to Minimum Set Cover: Extended Abstract. | Yang Yu, Xin Yao, Zhi-Hua Zhou |
| 2013 | IJCNN | Concept drift detection for online class imbalance learning. | Shuo Wang, Leandro L. Minku, Davide Ghezzi, Daniele Caltabiano, Peter Tio, Xin Yao |
| 2013 | KDD | Model-based kernel for efficient time series analysis. | Huanhuan Chen, Fengzhen Tang, Peter Tio, Xin Yao |
| 2012 | CEC | Characterizing environmental changes in Robust Optimization Over Time. | Haobo Fu, Bernhard Sendhoff, Ke Tang, Xin Yao |
| 2012 | CVPR | Resource-aware configuration in smart camera networks. | Bernhard Rinner, Bernhard Dieber, Lukas Esterle, Peter R. Lewis, Xin Yao |
| 2012 | ESEM | Dynamic adaptive search based software engineering. | Mark Harman, Edmund K. Burke, John A. Clark, Xin Yao |
| 2012 | GECCO | Evolutionary algorithms for the project scheduling problem: runtime analysis and improved design. | Leandro L. Minku, Dirk Sudholt, Xin Yao |
| 2012 | HAIS | Neural Network Ensembles to Determine Growth Multi-classes in Predictive Microbiology. | Francisco Fernndez-Navarro, Huanhuan Chen, Pedro Antonio Gutirrez, Csar Hervs-Martnez, Xin Yao |
| 2012 | IJCNN | Using unreliable data for creating more reliable online learners. | Leandro L. Minku, Xin Yao |
| 2012 | IDEAL | A Learning-to-Rank Algorithm for Constructing Defect Prediction Models. | Xiaoxing Yang, Ke Tang, Xin Yao |
| 2011 | CEC | Classification-assisted Differential Evolution for computationally expensive problems. | Xiaofen Lu, Ke Tang, Xin Yao |
| 2011 | CEC | A Memetic Genetic Programming with decision tree-based local search for classification problems. | Pu Wang, Ke Tang, Edward P. K. Tsang, Xin Yao |
| 2011 | CISIS | Improving Scheduling Techniques in Heterogeneous Systems with Dynamic, On-Line Optimisations. | Marcin Bogdanski, Peter R. Lewis, Tobias Becker, Xin Yao |
| 2011 | FOGA | Non-uniform mutation rates for problems with unknown solution lengths. | Stephan Cathabard, Per Kristian Lehre, Xin Yao |
| 2011 | GECCO | Evolution of neural symmetry and its coupled alignment to body plan morphology. | Ben Jones, Andrea Soltoggio, Bernhard Sendhoff, Xin Yao |
| 2011 | GECCO | Smart use of computational resources based on contribution for cooperative co-evolutionary algorithms. | Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao |
| 2011 | ICONIP | Fitness Landscape-Based Parameter Tuning Method for Evolutionary Algorithms for Computing Unique Input Output Sequences. | Jinlong Li, Guanzhou Lu, Xin Yao |
| 2010 | CEC | Capacitated arc routing problem in uncertain environments. | Yi Mei, Ke Tang, Xin Yao |
| 2010 | CEC | Cooperative Co-evolution with delta grouping for large scale non-separable function optimization. | Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao |
| 2010 | CEC | Cooperative Co-evolution for large scale optimization through more frequent random grouping. | Mohammad Nabi Omidvar, Xiaodong Li, Zhenyu Yang, Xin Yao |
| 2010 | CEC | On the role of modularity in evolutionary dynamic optimisation. | Philipp Rohlfshagen, Xin Yao |
| 2010 | CEC | Robust optimization over time - A new perspective on dynamic optimization problems. | Xin Yu, Yaochu Jin, Ke Tang, Xin Yao |
| 2010 | ECMS | On Reliability Of Simulations Of Complex Co-Evolutionary Processes. | Peter Tio, Siang Yew Chong, Xin Yao |
| 2010 | HAIS | Evolving Neural Networks with Maximum AUC for Imbalanced Data Classification. | Xiaofen Lu, Ke Tang, Xin Yao |
| 2010 | ICDM | The Effectiveness of a New Negative Correlation Learning Algorithm for Classification Ensembles. | Shuo Wang, Xin Yao |
| 2010 | ICONIP | Non-uniform Layered Clustering for Ensemble Classifier Generation and Optimality. | Ashfaqur Rahman, Brijesh K. Verma, Xin Yao |
| 2010 | IJCNN | Negative correlation learning for classification ensembles. | Shuo Wang, Huanhuan Chen, Xin Yao |
| 2009 | CEC | An evaluation of Differential Evolution in software test data generation. | Ricardo Landa Becerra, Ramn Sagarna, Xin Yao |
| 2009 | CEC | When is an estimation of distribution algorithm better than an evolutionary algorithm? | Tianshi Chen, Per Kristian Lehre, Ke Tang, Xin Yao |
| 2009 | CEC | Rigorous time complexity analysis of Univariate Marginal Distribution Algorithm with margins. | Tianshi Chen, Ke Tang, Guoliang Chen, Xin Yao |
| 2009 | CEC | Evolutionary market agents and heterogeneous service providers: Achieving desired resource allocations. | Peter R. Lewis, Paul Marrow, Xin Yao |
| 2009 | CEC | Tackling high dimensional nonseparable optimization problems by cooperatively coevolving particle swarms. | Xiaodong Li, Xin Yao |
| 2009 | CEC | Improved memetic algorithm for Capacitated Arc Routing Problem. | Yi Mei, Ke Tang, Xin Yao |
| 2009 | CEC | Benchmarking and solving dynamic constrained problems. | Trung Thanh Nguyen, Xin Yao |
| 2009 | CEC | Multi-start JADE with knowledge transfer for numerical optimization. | Fei Peng, Ke Tang, Guoliang Chen, Xin Yao |
| 2009 | CEC | A cooperative coevolutionary algorithm with Correlation based Adaptive Variable Partitioning. | Tapabrata Ray, Xin Yao |
| 2009 | CEC | Performance of infeasibility driven evolutionary algorithm (IDEA) on constrained dynamic single objective optimization problems. | Hemant K. Singh, Amitay Isaacs, Trung Thanh Nguyen, Tapabrata Ray, Xin Yao |
| 2009 | CEC | Comparing design of experiments and evolutionary approaches to multi-objective optimisation of sensornet protocols. | Jonathan Tate, Benjamin Woolford-Lim, Iain Bate, Xin Yao |
| 2009 | CEC | A multi-objective approach to Redundancy Allocation Problem in parallel-series systems. | Zai Wang, Tianshi Chen, Ke Tang, Xin Yao |
| 2009 | CEC | An adaptive coevolutionary Differential Evolution algorithm for large-scale optimization. | Zhenyu Yang, Jingqiao Zhang, Ke Tang, Xin Yao, Arthur C. Sanderson |
| 2009 | CIDM | Diversity analysis on imbalanced data sets by using ensemble models. | Shuo Wang, Xin Yao |
| 2009 | ECMS | Co-Evolutionary Learning Of Contextual Asymmetric Actors. | Siang Yew Chong, Christopher Hill, Xin Yao |
| 2009 | FOGA | On the impact of the mutation-selection balance on the runtime of evolutionary algorithms. | Per Kristian Lehre, Xin Yao |
| 2009 | GECCO | Dynamic evolutionary optimisation: an analysis of frequency and magnitude of change. | Philipp Rohlfshagen, Per Kristian Lehre, Xin Yao |
| 2009 | ICANN | Profiling of Mass Spectrometry Data for Ovarian Cancer Detection Using Negative Correlation Learning. | Shan He, Huanhuan Chen, Xiaoli Li, Xin Yao |
| 2009 | ICDM | Theoretical Study of the Relationship between Diversity and Single-Class Measures for Class Imbalance Learning. | Shuo Wang, Xin Yao |
| 2009 | IJCNN | Using diversity to handle concept drift in on-line learning. | Fernanda L. Minku, Xin Yao |
| 2009 | IJCNN | Diversity exploration and negative correlation learning on imbalanced data sets. | Shuo Wang, Ke Tang, Xin Yao |
| 2009 | IDEAL | The Minimum Redundancy - Maximum Relevance Approach to Building Sparse Support Vector Machines. | Xiaoxing Yang, Ke Tang, Xin Yao |
| 2008 | ALIFE | Evolving Functional Symmetry in a Three Dimensional Model of an Elongated Organism. | Ben Jones, Yaochu Jin, Bernhard Sendhoff, Xin Yao |
| 2008 | CEC | A novel co-evolutionary approach to automatic software bug fixing. | Andrea Arcuri, Xin Yao |
| 2008 | CEC | NichingEDA: Utilizing the diversity inside a population of EDAs for continuous optimization. | Weishan Dong, Xin Yao |
| 2008 | CEC | Direction matters in high-dimensional optimisation. | Cara MacNish, Xin Yao |
| 2008 | CEC | An effective evolutionary algorithm for discrete-valued data clustering. | Patrick C. H. Ma, Keith C. C. Chan, Xin Yao |
| 2008 | CEC | Analysis of population-based evolutionary algorithms for the vertex cover problem. | Pietro S. Oliveto, Jun He, Xin Yao |
| 2008 | CEC | Toward a gene regulatory network model for evolving chemotaxis behavior. | Neale Samways, Yaochu Jin, Xin Yao, Bernhard Sendhoff |
| 2008 | CEC | A multi-objective approach to testing resource allocation in modular software systems. | Zai Wang, Ke Tang, Xin Yao |
| 2008 | CEC | Self-adaptive differential evolution with neighborhood search. | Zhenyu Yang, Ke Tang, Xin Yao |
| 2008 | CEC | Multilevel cooperative coevolution for large scale optimization. | Zhenyu Yang, Ke Tang, Xin Yao |
| 2008 | CEC | An immigrants scheme based on environmental information for genetic algorithms in changing environments. | Xin Yu, Ke Tang, Xin Yao |
| 2008 | ICONIP | Evolution of Neural Organization in a Hydra-Like Animat. | Ben Jones, Yaochu Jin, Xin Yao, Bernhard Sendhoff |
| 2008 | IJCNN | Selective negative correlation learning algorithm for incremental learning. | Minlong Lin, Ke Tang, Xin Yao |
| 2008 | IJCNN | On-line bagging Negative Correlation Learning. | Fernanda L. Minku, Xin Yao |
| 2008 | ICST | Theoretical Runtime Analyses of Search Algorithms on the Test Data Generation for the Triangle Classification Problem. | Andrea Arcuri, Per Kristian Lehre, Xin Yao |
| 2008 | ICST | Handling Constraints for Search Based Software Test Data Generation. | Ramn Sagarna, Xin Yao |
| 2008 | ICST | Search-Based Testing of Complex Simulink Models containing Stateflow Diagrams. | Ramn Sagarna, Xin Yao |
| 2007 | CEC | A Memetic Algorithm for test data generation of Object-Oriented software. | Andrea Arcuri, Xin Yao |
| 2007 | CEC | On the analysis of average time complexity of estimation of distribution algorithms. | Tianshi Chen, Ke Tang, Guoliang Chen, Xin Yao |
| 2007 | CEC | Evolutionary random neural ensembles based on negative correlation learning. | Huanhuan Chen, Xin Yao |
| 2007 | CEC | Covariance matrix repairing in Gaussian based EDAs. | Weishan Dong, Xin Yao |
| 2007 | CEC | Evolving cooperation in the non-iterated prisoner's dilemma: A social network inspired approach. | T. S. Ellis, Xin Yao |
| 2007 | CEC | Hybridisation of evolutionary programming and machine learning with k-nearest neighbor estimation. | Jingsong He, Zhenyu Yang, Xin Yao |
| 2007 | CEC | Runtime analysis of (1+l) EA on computing unique input output sequences. | Per Kristian Lehre, Xin Yao |
| 2007 | CEC | Evolutionary algorithms and the Vertex Cover problem. | Pietro S. Oliveto, Jun He, Xin Yao |
| 2007 | CEC | How well do multi-objective evolutionary algorithms scale to large problems. | Kata Praditwong, Xin Yao |
| 2007 | CEC | Estimation of distribution algorithms for testing object oriented software. | Ramn Sagarna, Andrea Arcuri, Xin Yao |
| 2007 | CEC | Differential evolution for high-dimensional function optimization. | Zhenyu Yang, Ke Tang, Xin Yao |
| 2007 | CEC | Target shape design optimization by evolving splines. | Pan Zhang, Xin Yao, Lei Jia, Bernhard Sendhoff, Thorsten Schnier |
| 2007 | ICNC | Application of Grid Task Scheduling Algorithm RR to Medium-Grained Evolution Strategies. | Yoshiyuki Matsumura, Masashi Oiso, Masaki Matsuda, Noriyuki Fujimoto, Kenichi Hagihara, Kazuhiro Ohkura, Jeremy L. Wyatt, Xin Yao |
| 2007 | IDEAL | Using a Genetic Algorithm for Editing k-Nearest Neighbor Classifiers. | Roberto Gil-Pita, Xin Yao |
| 2006 | CEC | Evolutionary Multiobjective Ensemble Learning Based on Bayesian Feature Selection. | Huanhuan Chen, Xin Yao |
| 2006 | CEC | Speciation Techniques in Evolved Ensembles with Negative Correlation Learning. | Pete Duell, Iris Fermin, Xin Yao |
| 2006 | CEC | Robust Solution of Salting Route Optimisation Using Evolutionary Algorithms. | Hisashi Handa, Dan Lin, Lee Chapman, Xin Yao |
| 2006 | CEC | Analysis of Scalable Parallel Evolutionary Algorithms. | Jun He, Xin Yao |
| 2006 | CEC | Evolving Neural Network Ensembles by Fitness Sharing. | Yong Liu, Xin Yao |
| 2006 | CEC | Extracting a Set of Robust Pareto-Optimal Parameters for Hydrologic Models using NSGA-II and SCEM. | Alireza Nazemi, Xin Yao, Andrew H. Chan |
| 2006 | CIS | A New Multi-objective Evolutionary Optimisation Algorithm: The Two-Archive Algorithm. | Kata Praditwong, Xin Yao |
| 2006 | ESANN | Diversity creation in local search for the evolution of neural network ensembles. | Pete Duell, Iris Fermin, Xin Yao |
| 2006 | ESANN | Efficient Forward Regression with Marginal Likelihood. | Ping Sun, Xin Yao |
| 2006 | ICDM | A Probabilistic Ensemble Pruning Algorithm. | Huanhuan Chen, Peter Tio, Xin Yao |
| 2006 | ICDM | Boosting Kernel Models for Regression. | Ping Sun, Xin Yao |
| 2006 | ICNC | Make Fast Evolutionary Programming Robust by Search Step Control. | Yong Liu, Xin Yao |
| 2006 | IJCNN | Greedy forward selection algorithms to Sparse Gaussian Process Regression. | Ping Sun, Xin Yao |
| 2006 | IDEAL | Hybridizing Cultural Algorithms and Local Search. | Trung Thanh Nguyen, Xin Yao |
| 2005 | CEC | Dynamic salting route optimisation using evolutionary computation. | Hisashi Handa, Lee Chapman, Xin Yao |
| 2005 | CEC | Co-evolutionary modular neural networks for automatic problem decomposition. | Vineet R. Khare, Xin Yao, Bernhard Sendhoff, Yaochu Jin, Heiko Wersing |
| 2005 | CEC | Cost-sensitive classification with genetic programming. | Jin Li, Xiaoli Li, Xin Yao |
| 2005 | CIBCB | Feature Selection for Microarray Data Using Least Squares SVM and Particle Swarm Optimization. | E. Ke Tang, Ponnuthurai N. Suganthan, Xin Yao |
| 2005 | ESANN | Evolutionary framework for the construction of diverse hybrid ensembles. | Arjun Chandra, Xin Yao |
| 2005 | ICCSA | On the Scale-Free Intersection Graphs. | Xin Yao, Changshui Zhang, Jinwen Chen, Yanda Li |
| 2005 | ICNC | A Game-Theoretic Approach for Designing Mixed Mutation Strategies. | Jun He, Xin Yao |
| 2004 | CEC | The impact of noise on iterated prisoner's dilemma with multiple levels of cooperation. | Siang Yew Chong, Xin Yao |
| 2004 | CEC | To understand one-dimensional continuous fitness landscapes by drift analysis. | Jun He, Xin Yao, Qingfu Zhang |
| 2004 | CEC | Generalized LDA using relevance weighting and evolution strategy. | E. Ke Tang, Ponnuthurai N. Suganthan, Xin Yao |
| 2004 | CEC | Parallel evolutionary programming. | Shisanu Tongchim, Xin Yao |
| 2004 | CEC | Non-standard cost terminal assignment problems using tabu search approach. | Yong Xu, Sancho Salcedo-Sanz, Xin Yao |
| 2004 | CEC | How powerful is your evolutionary, algorithm? | Xin Yao |
| 2004 | CEC | A novel memetic algorithm with random multi-local-search: a case study of TSP. | Peng Zou, Zhi Zhou, Guoliang Chen, Xin Yao |
| 2004 | ICONIP | Nonlinear Feature Extraction Using Evolutionary Algorithm. | E. Ke Tang, Ponnuthurai N. Suganthan, Xin Yao |
| 2004 | IDEAL | DIVACE: Diverse and Accurate Ensemble Learning Algorithm. | Arjun Chandra, Xin Yao |
| 2004 | IDEAL | An Improved Constructive Neural Network Ensemble Approach to Medical Diagnoses. | Zhenyu Wang, Xin Yao, Yong Xu |
| 2003 | CEC | An analysis of evolutionary algorithms for finding approximation solutions to hard optimisation problems. | Jun He, Xin Yao |
| 2003 | CEC | Evolutionary search and constraint violations. | Thomas Philip Runarsson, Xin Yao |
| 2003 | EMO | Performance Scaling of Multi-objective Evolutionary Algorithms. | Vineet R. Khare, Xin Yao, Kalyanmoy Deb |
| 2003 | ICMLA | Adaptive Divide-and-Conquer Using Populations and Ensembles. | Xin Yao |
| 2003 | KES | The Evolution of Evolutionary Computation. | Xin Yao |
| 2002 | CEC | How to control search step size in fast evolutionary programming. | Yong Liu, Xin Yao |
| 2002 | CEC | Continuous selection and self-adaptive evolution strategies. | Thomas Philip Runarsson, Xin Yao |
| 2002 | GECCO | Search Step Size Control In Fast Evolutionary Programming. | Yong Liu, Xin Yao |
| 2002 | GECCO | Maintaining Population Diversity By Minimizing Mutual Information. | Yong Liu, Xin Yao |
| 2002 | IDEAL | Evolving SQL Queries for Data Mining. | Majid Salim, Xin Yao |
| 2001 | CEC | Why more choices cause less cooperation in iterated prisoner's dilemma. | Paul J. Darwen, Xin Yao |
| 2001 | CEC | Evolutionary algorithms with adaptive Levy mutations. | Chang-Yong Lee, Xin Yao |
| 2001 | CEC | Evolving neural networks for Hang Seng stock index forecast. | Yong Liu, Xin Yao |
| 2001 | CEC | Evolving a cooperative population of neural networks by minimizing mutual information. | Yong Liu, Xin Yao, Qiangfu Zhao, Tetsuya Higuchi |
| 2001 | CEC | Scaling up fast evolutionary programming with cooperative coevolution. | Yong Liu, Xin Yao, Qiangfu Zhao, Tetsuya Higuchi |
| 2000 | CEC | Using multiple representations in evolutionary algorithms. | T. Schnier, Xin Yao |
| 2000 | CEC | Exploiting coalition in co-evolutionary learning. | Yeon-Gyu Seo, Sung-Bae Cho, Xin Yao |
| 1999 | CEC | Combining landscape approximation and local search in global optimization. | Ko-Hsin Liang, Xin Yao, Charles S. Newton |
| 1999 | CEC | Emergence of cooperative coalition in NIPD game with localization of interaction and learning. | Yeon-Gyu Seo, Sung-Bae Cho, Xin Yao |
| 1999 | CEC | How does evolutionary computation fit into IT postgraduate teaching. | Xin Yao |
| 1999 | CEC | Neural networks for breast cancer diagnosis. | Xin Yao, Yong Liu |
| 1999 | CEC | Evolving materialized views in data warehouse. | Chuan Zhang, Xin Yao, Jian Yang |
| 1997 | ICEC | Solving optimal control problems with a cost changing control by evolutionary algorithms. | J. Bobbin, Xin Yao |
| 1997 | ICEC | Analysing crossover operators by search step size. | Guangming Lin, Xin Yao |
| 1997 | ICEC | Evolving modular neural networks which generalise well. | Yong Liu, Xin Yao |
| 1997 | ICEC | The importance of maintaining behavioural link between parents and offspring. | Xin Yao |
| 1997 | ICONIP | Solving Constrained Optimization Problems with New Penalty Function Approach Using Genetic Algorithms. | Xinghuo Yu, Weixing Zheng, Baolin Wu, Xin Yao |
| 1996 | ICEC | Automatic Modularization by Speciation. | Paul J. Darwen, Xin Yao |
| 1996 | ICEC | Evolutionary Design of Artificial Neural Networks with Different Nodes. | Yong Liu, Xin Yao |
| 1996 | ICEC | Ensemble Structure of Evolutionary Artificial Neural Networks. | Xin Yao, Yong Liu |