Aimin Zhou

280 papers A* 27A 8B 38C 8Misc 8Journal 159Unranked 30
YearRankTypeTitle / Venue / Authors
2026 J jnl
Advanced Sensitive Feature Machine Learning for Aesthetic Evaluation Prediction of Industrial Products.
J. Imaging
Jinyan Ouyang, Ziyuan Xi, Jianning Su, Shutao Zhang, Ying Hu, Aimin Zhou
2026 J jnl
Automating Skill Acquisition through Large-Scale Mining of Open-Source Agentic Repositories: A Framework for Multi-Agent Procedural Knowledge Extraction.
CoRR
Shuzhen Bi, Mengsong Wu, Hao Hao, Keqian Li, Wentao Liu, Siyu Song, Hongbo Zhao, Aimin Zhou
2026 A* conf
CLIP2Pose: Frozen CLIP as Semantic Guide for Domain Adaptive Pose Estimation.
AAAI
Jiawen Li, Fei Jiang, Dandan Zhu, Jinxin Shi, Aimin Zhou
2026 J jnl
Constrained Multiobjective Optimization Based on Dynamic Priority and Cooperative Offspring Generation.
IEEE Trans. Evol. Comput.
Zhihui He, Feng Wang, Bingdong Li, Aimin Zhou
2026 J jnl
EduResearchBench: A Hierarchical Atomic Task Decomposition Benchmark for Full-Lifecycle Educational Research.
CoRR
Houping Yue, Zixiang Di, Mei Jiang, Bingdong Li, Hao Hao, Yu Song, Bo Jiang, Aimin Zhou
2026 A* conf
Embedding Enhancement via Fine-Tuned Language Models for Learner-Item Cognitive Modeling.
WWW
Yuanhao Liu, Zihan Zhou, Kaiying Wu, Shuo Liu, Yiyang Huang, Jiajun Guo, Aimin Zhou, Hong Qian
2026 J jnl
Enhancing Diversity of Template-Free Retrosynthesis Prediction via Hierarchical Latent Variables.
J. Chem. Inf. Model.
Huibin Wang, Yueqing Zhang, Zehui Wang, Jiaxi Zhuang, Zixian Cheng, Ying Qian, Aimin Zhou, Sihua Peng, Xiao He
2026 J jnl
Expensive Optimization via Relation.
IEEE Trans. Evol. Comput.
Hao Hao, Xiaoqun Zhang, Aimin Zhou
2026 J jnl
HACHIMI: Scalable and Controllable Student Persona Generation via Orchestrated Agents.
CoRR
Yilin Jiang, Fei Tan, Xuanyu Yin, Jing Leng, Aimin Zhou
2026 J jnl
IB-GRPO: Aligning LLM-based Learning Path Recommendation with Educational Objectives via Indicator-Based Group Relative Policy Optimization.
CoRR
Shuai Wang, Yaoming Yang, Bingdong Li, Hao Hao, Aimin Zhou
2026 J jnl
MBERA: Multi-Branch Evolutionary Retrosynthesis Algorithm.
Swarm Evol. Comput.
Yan Zhang, Hao Hao, Shuai Wang, Jiaxi Zhuang, Hui Wang, Tiepeng Li, Yueqing Zhang, Ying Qian, Lianrui Hu, Shuanhu Gao, Xiao He, Aimin Zhou
2026 J jnl
Mathematical Language Models: A Survey.
ACM Comput. Surv.
Wentao Liu, Hanglei Hu, Jie Zhou, Yuyang Ding, Junsong Li, Jiayi Zeng, Mengliang He, Qin Chen, Bo Jiang, Aimin Zhou, Liang He
2026 J jnl
SRLinear: Lightweight Long-Term Time Series Forecasting via Symbolic Regression.
IEEE Trans. Artif. Intell.
Hongbo Zhao, Hengzhe Zhang, Chutian Tian, Zhi Wei, Aimin Zhou
2026 J jnl
Scaling Laws for Educational AI Agents.
CoRR
Mengsong Wu, Hao Hao, Shuzhen Bi, Keqian Li, Wentao Liu, Siyu Song, Hongbo Zhao, Aimin Zhou
2026 J jnl
See and Remember: A Multimodal Agent for Web Traversal.
CoRR
Xinjun Wang, Shengyao Wang, Aimin Zhou, Hao Hao
2025 A* conf
A Fast-Adaptive Cognitive Diagnosis Framework for Computerized Adaptive Testing Systems.
IJCAI
Yuanhao Liu, Yiya You, Shuo Liu, Hong Qian, Ying Qian, Aimin Zhou
2025 J jnl
A New Prediction Strategy for Dynamic Multiobjective Optimization Using Diffusion Model.
IEEE Trans. Evol. Comput.
Feng Wang, Jinsong Xie, Aimin Zhou, Ke Tang
2025 J jnl
A Two-Population Algorithm for Large-Scale Multiobjective Optimization Based on Fitness-Aware Operator and Adaptive Environmental Selection.
IEEE Trans. Evol. Comput.
Bingdong Li, Yan Zhang, Peng Yang, Xin Yao, Aimin Zhou
2025 J jnl
A dual projection method for semantic segmentation of large-scale point clouds.
Vis. Comput.
Haoying Zhao, Aimin Zhou
2025 J jnl
AutoSynth: Automated Workflow Optimization for High-Quality Synthetic Dataset Generation via Monte Carlo Tree Search.
CoRR
Shuzhen Bi, Chang Song, Siyu Song, Jinze Lv, Jian Chen, Xinyun Wang, Aimin Zhou, Hao Hao
2025 A* conf
CMM-Math: A Chinese Multimodal Math Dataset To Evaluate and Enhance the Mathematics Reasoning of Large Multimodal Models.
ACM Multimedia
Wentao Liu, Qianjun Pan, Yi Zhang, Zhuo Liu, Ji Wu, Jie Zhou, Aimin Zhou, Qin Chen, Bo Jiang, Liang He
2025 J jnl
Causal Inference-Based Large-Scale Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Bingdong Li, Yanting Yang, Peng Yang, Guiying Li, Ke Tang, Aimin Zhou
2025 — conf
Copy-Augmented Representation for Structure Invariant Template-Free Retrosynthesis.
BIBM
Jiaxi Zhuang, Yu Zhang, Liang Dou, Aimin Zhou, Ying Qian
2025 J jnl
Copy-Augmented Representation for Structure Invariant Template-Free Retrosynthesis.
CoRR
Jiaxi Zhuang, Yu Zhang, Aimin Zhou, Ying Qian
2025 J jnl
Cultivating Helpful, Personalized, and Creative AI Tutors: A Framework for Pedagogical Alignment using Reinforcement Learning.
CoRR
Siyu Song, Wentao Liu, Ye Lu, Ruohua Zhang, Tao Liu, Jinze Lv, Xinyun Wang, Aimin Zhou, Fei Tan, Bo Jiang, Hao Hao
2025 J jnl
DiaCBT: A Long-Periodic Dialogue Corpus Guided by Cognitive Conceptualization Diagram for CBT-based Psychological Counseling.
CoRR
Yougen Zhou, Ningning Zhou, Qin Chen, Jie Zhou, Aimin Zhou, Liang He
2025 J jnl
Diversity-enhanced hyper-heuristics for multi-objective dynamic flexible job shop scheduling.
Swarm Evol. Comput.
Yuan Shi, Yaoming Yang, Bingdong Li, Hong Qian, Hao Hao, Aimin Zhou
2025 — conf
DynFusion-VC: Zero-Shot Voice Conversion via Optimized Fusion of Features.
ICIC (17)
Chenghuan Xie, Aimin Zhou
2025 J jnl
EA4LLM: A Gradient-Free Approach to Large Language Model Optimization via Evolutionary Algorithms.
CoRR
Wentao Liu, Siyu Song, Hao Hao, Aimin Zhou
2025 J jnl
ELMES: An Automated Framework for Evaluating Large Language Models in Educational Scenarios.
CoRR
Shou'ang Wei, Xinyun Wang, Shuzhen Bi, Jian Chen, Ruijia Li, Bo Jiang, Xin Lin, Min Zhang, Yu Song, Bingdong Li, Aimin Zhou, Hao Hao
2025 A* conf
ERICT: Enhancing Robustness by Identifying Concept Tokens in Zero-Shot Vision Language Models.
ICML
Xinpeng Dong, Min Zhang, Didi Zhu, Ye Jun Jian, Keli Zhang, Aimin Zhou, Fei Wu, Kun Kuang
2025 J jnl
Echo: A Large Language Model with Temporal Episodic Memory.
CoRR
Wentao Liu, Ruohua Zhang, Aimin Zhou, Feng Gao, Jiali Liu
2025 — conf
Enhancing Depression-Diagnosis-Oriented Chat with Psychological State Tracking.
NLPCC (3)
Yiyang Gu, Yougen Zhou, Qin Chen, Ningning Zhou, Jie Zhou, Aimin Zhou, Liang He
2025 J jnl
Epitome: Pioneering an Experimental Platform for AI-Social Science Integration.
CoRR
Jingjing Qu, Kejia Hu, Jun Zhu, Wenhao Li, Teng Wang, Zhiyun Chen, Yulei Ye, Chaochao Lu, Aimin Zhou, Xiangfeng Wang, James Evans
2025 J jnl
Evolutionary Reinforcement Learning based AI tutor for Socratic Interdisciplinary Instruction.
CoRR
Mei Jiang, Haihai Shen, Zhuo Luo, Bingdong Li, Wenjing Hong, Ke Tang, Aimin Zhou
2025 J jnl
Exact Calculation of Inverted Generational Distance.
IEEE Trans. Evol. Comput.
Zihan Wang, Chunyun Xiao, Aimin Zhou
2025 A* conf
Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models.
AAAI
Bingdong Li, Zixiang Di, Yongfan Lu, Hong Qian, Feng Wang, Peng Yang, Ke Tang, Aimin Zhou
2025 B conf
FinDABench: Benchmarking Financial Data Analysis Ability of Large Language Models.
COLING
Shu Liu, Shangqing Zhao, Chenghao Jia, Xinlin Zhuang, Zhaoguang Long, Jie Zhou, Aimin Zhou, Man Lan, Yang Chong
2025 — conf
Flow2Code: Evaluating Large Language Models for Flowchart-based Code Generation Capability.
ACL (Findings)
Mengliang He, Jiayi Zeng, Yankai Jiang, Wei Zhang, Zeming Liu, Xiaoming Shi, Aimin Zhou
2025 J jnl
Flow2Code: Evaluating Large Language Models for Flowchart-based Code Generation Capability.
CoRR
Mengliang He, Jiayi Zeng, Yankai Jiang, Wei Zhang, Zeming Liu, Xiaoming Shi, Aimin Zhou
2025 J jnl
Foundation model enhanced derivative-free cognitive diagnosis.
Frontiers Comput. Sci.
Mingjia Li, Hong Qian, Jinglan Lv, Mengliang He, Wei Zhang, Aimin Zhou
2025 J jnl
HandNet: Occlusion-robust 3D hand mesh reconstruction with prior information.
Knowl. Based Syst.
Jiawen Li, Fei Jiang, Dandan Zhu, Aimin Zhou
2025 J jnl
Hyperbolic Neural Network-Based Preselection for Expensive Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Bingdong Li, Yanting Yang, Wenjing Hong, Peng Yang, Aimin Zhou
2025 J jnl
LLM-KT: Aligning Large Language Models with Knowledge Tracing using a Plug-and-Play Instruction.
CoRR
Ziwei Wang, Jie Zhou, Qin Chen, Min Zhang, Bo Jiang, Aimin Zhou, Qinchun Bai, Liang He
2025 A* conf
LLMOPT: Learning to Define and Solve General Optimization Problems from Scratch.
ICLR
Caigao Jiang, Xiang Shu, Hong Qian, Xingyu Lu, Jun Zhou, Aimin Zhou, Yang Yu
2025 J jnl
Leader Prediction for Multiobjective Particle Swarm Optimization.
IEEE Trans. Evol. Comput.
Shuai Wang, Aimin Zhou
2025 — conf
Mis-prompt: Benchmarking Large Language Models for Proactive Error Handling.
ACL (1)
Jiayi Zeng, Yizhe Feng, Mengliang He, Wenhui Lei, Wei Zhang, Zeming Liu, Xiaoming Shi, Aimin Zhou
2025 J jnl
Mis-prompt: Benchmarking Large Language Models for Proactive Error Handling.
CoRR
Jiayi Zeng, Yizhe Feng, Mengliang He, Wenhui Lei, Wei Zhang, Zeming Liu, Xiaoming Shi, Aimin Zhou
2025 J jnl
OmniEduBench: A Comprehensive Chinese Benchmark for Evaluating Large Language Models in Education.
CoRR
Min Zhang, Hao Chen, Hao Chen, Wenqi Zhang, Didi Zhu, Xin Lin, Bo Jiang, Aimin Zhou, Fei Wu, Kun Kuang
2025 — conf
Overview of the NLPCC 2025 Shared Task 3: Comprehensive Argument Analysis for Chinese Argumentative Essay.
NLPCC (4)
Zheqin Yin, Yupei Ren, Man Lan, Yuanbin Wu, Aimin Zhou, Xiaopeng Bai
2025 — conf
Paper-Level Computerized Adaptive Testing for High-Stakes Examination via Multi-Objective Optimization.
KDD (2)
Mingjia Li, Junkai Tong, Yiyang Huang, Yifei Ding, Hong Qian, Aimin Zhou
2025 J jnl
Provable space discretization based evolutionary search for scalable multi-objective security games.
Swarm Evol. Comput.
Hong Qian, Yu-Peng Wu, Rong-Jun Qin, Xin An, Yi Chen, Aimin Zhou
2025 J jnl
Regularity-based evolutionary multi-objective optimization review.
Swarm Evol. Comput.
Yulan Lu, Xueyi Guo, Jinggai Geng, Shuai Wang, Zhenkun Wang, Aimin Zhou, Jianyong Sun, Xinhui Si, Xin Sun, Hu Zhang
2025 J jnl
RetroEA: An efficient evolutionary algorithm for retrosynthetic route planning.
Swarm Evol. Comput.
Yan Zhang, Hao Hao, Xiao He, Aimin Zhou
2025 J jnl
SID: Benchmarking Guided Instruction Capabilities in STEM Education with a Socratic Interdisciplinary Dialogues Dataset.
CoRR
Mei Jiang, Houping Yue, Bingdong Li, Hao Hao, Ying Qian, Bo Jiang, Aimin Zhou
2025 A* conf
SOO-Bench: Benchmarks for Evaluating the Stability of Offline Black-Box Optimization.
ICLR
Hong Qian, Yiyi Zhu, Xiang Shu, Shuo Liu, Yaolin Wen, Xin An, Huakang Lu, Aimin Zhou, Ke Tang, Yang Yu
2025 Misc conf
Semantic Attention and LLM-based Layout Guidance for Text-to-Image Generation.
ICASSP
Yuxiang Song, Zhaoguang Long, Man Lan, Changzhi Sun, Aimin Zhou, Yuefeng Chen, Hao Yuan, Fei Cao
2025 A* conf
Strong and Weak Identifiability of Optimization-based Causal Discovery in Non-linear Additive Noise Models.
ICML
Mingjia Li, Hong Qian, Tian-Zuo Wang, Shujun Li, Min Zhang, Aimin Zhou
2025 J jnl
Surrogate-Assisted Evolutionary Reinforcement Learning Based on Autoencoder and Hyperbolic Neural Network.
CoRR
Bingdong Li, Mei Jiang, Hong Qian, Ke Tang, Aimin Zhou, Peng Yang
2025 — conf
The Role of Visual Modality in Multimodal Mathematical Reasoning: Challenges and Insights.
ACL (1)
Yufang Liu, Yao Du, Tao Ji, Jianing Wang, Yang Liu, Yuanbin Wu, Aimin Zhou, Mengdi Zhang, Xunliang Cai
2025 J jnl
The Role of Visual Modality in Multimodal Mathematical Reasoning: Challenges and Insights.
CoRR
Yufang Liu, Yao Du, Tao Ji, Jianing Wang, Yang Liu, Yuanbin Wu, Aimin Zhou, Mengdi Zhang, Xunliang Cai
2025 J jnl
Towards Speaker-Unknown Emotion Recognition in Conversation via Progressive Contrastive Deep Supervision.
IEEE Trans. Affect. Comput.
Siyuan Shen, Feng Liu, Hanyang Wang, Aimin Zhou
2025 J jnl
Un-evaluated solutions may be valuable in expensive optimization.
Swarm Evol. Comput.
Hao Hao, Xiaoqun Zhang, Aimin Zhou
2024 J jnl
A First Look at Kolmogorov-Arnold Networks in Surrogate-assisted Evolutionary Algorithms.
CoRR
Hao Hao, Xiaoqun Zhang, Bingdong Li, Aimin Zhou
2024 B conf
A Lightweight and Effective Multi-View Knowledge Distillation Framework for Text-Image Retrieval.
IJCNN
Yuxiang Song, Yuxuan Zheng, Shangqing Zhao, Shu Liu, Xinlin Zhuang, Zhaoguang Long, Changzhi Sun, Aimin Zhou, Man Lan
2024 A* conf
A Simple yet Scalable Granger Causal Structural Learning Approach for Topological Event Sequences.
NeurIPS
Mingjia Li, Shuo Liu, Hong Qian, Aimin Zhou
2024 J jnl
A novel SCDM algorithm with offset centroid-driven weight adaptation and its application to appearance design of automotive steering wheels.
Adv. Eng. Informatics
Lingwan Huang, Aimin Zhou, Ziyi Zhang, Yueyue Shan, Zenghui Wang, Shijian Cang
2024 J jnl
Accelerating surrogate assisted evolutionary algorithms for expensive multi-objective optimization via explainable machine learning.
Swarm Evol. Comput.
Bingdong Li, Yanting Yang, Dacheng Liu, Yan Zhang, Aimin Zhou, Xin Yao
2024 — conf
Are U a Joke Master? Pun Generation via Multi-Stage Curriculum Learning towards a Humor LLM.
ACL (Findings)
Yang Chen, Chong Yang, Tu Hu, Xinhao Chen, Man Lan, Li Cai, Xinlin Zhuang, Xuan Lin, Xin Lu, Aimin Zhou
2024 A* conf
Are You Concerned about Limited Function Evaluations: Data-Augmented Pareto Set Learning for Expensive Multi-Objective Optimization.
AAAI
Yongfan Lu, Bingdong Li, Aimin Zhou
2024 J jnl
Bitcoin Address Clustering Based on Change Address Improvement.
IEEE Trans. Comput. Soc. Syst.
Feng Liu, Zhihan Li, Kun Jia, Panwei Xiang, Aimin Zhou, Jiayin Qi, Zhibin Li
2024 J jnl
CMM-Math: A Chinese Multimodal Math Dataset To Evaluate and Enhance the Mathematics Reasoning of Large Multimodal Models.
CoRR
Wentao Liu, Qianjun Pan, Yi Zhang, Zhuo Liu, Ji Wu, Jie Zhou, Aimin Zhou, Qin Chen, Bo Jiang, Liang He
2024 A* conf
Capturing Homogeneous Influence among Students: Hypergraph Cognitive Diagnosis for Intelligent Education Systems.
KDD
Junhao Shen, Hong Qian, Shuo Liu, Wei Zhang, Bo Jiang, Aimin Zhou
2024 J jnl
Cause-Aware Empathetic Response Generation via Chain-of-Thought Fine-Tuning.
CoRR
Xinhao Chen, Chong Yang, Man Lan, Li Cai, Yang Chen, Tu Hu, Xinlin Zhuang, Aimin Zhou
2024 A* conf
Cost-Efficient Fraud Risk Optimization with Submodularity in Insurance Claim.
KDD
Yupeng Wu, Zhibo Zhu, Chaoyi Ma, Hong Qian, Xingyu Lu, Yangwenhui Zhang, Xiaobo Qin, Binjie Fei, Jun Zhou, Aimin Zhou
2024 J jnl
DOP: Diagnostic-Oriented Prompting for Large Language Models in Mathematical Correction.
CoRR
Hao Chen, Biaojie Zeng, Xin Lin, Liang He, Aimin Zhou
2024 J jnl
DP-GSGLD: A Bayesian optimizer inspired by differential privacy defending against privacy leakage in federated learning.
Comput. Secur.
Chengyi Yang, Kun Jia, Deli Kong, Jiayin Qi, Aimin Zhou
2024 J jnl
DPANet: Position-aware feature encoding and decoding for accurate large-scale point cloud semantic segmentation.
IET Comput. Vis.
Haoying Zhao, Aimin Zhou
2024 Misc conf
Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition.
ICASSP
Siyuan Shen, Yu Gao, Feng Liu, Hanyang Wang, Aimin Zhou
2024 J jnl
Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition.
CoRR
Siyuan Shen, Yu Gao, Feng Liu, Hanyang Wang, Aimin Zhou
2024 J jnl
Enhancing Depression-Diagnosis-Oriented Chat with Psychological State Tracking.
CoRR
Yiyang Gu, Yougen Zhou, Qin Chen, Ningning Zhou, Jie Zhou, Aimin Zhou, Liang He
2024 J jnl
Enhancing SAEAs with unevaluated solutions: a case study of relation model for expensive optimization.
Sci. China Inf. Sci.
Hao Hao, Xiaoqun Zhang, Aimin Zhou
2024 C conf
Enhancing Textbook Question Answering with Knowledge Graph-Augmented Large Language Models.
ACML
Mengliang He, Aimin Zhou, Xiaoming Shi
2024 J jnl
Evolutionary Retrosynthetic Route Planning [Research Frontier].
IEEE Comput. Intell. Mag.
Yan Zhang, Xiao He, Shuanhu Gao, Aimin Zhou, Hao Hao
2024 J jnl
Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models.
CoRR
Bingdong Li, Zixiang Di, Yongfan Lu, Hong Qian, Feng Wang, Peng Yang, Ke Tang, Aimin Zhou
2024 A* conf
From Coarse to Fine: A Distillation Method for Fine-Grained Emotion-Causal Span Pair Extraction in Conversation.
AAAI
Xinhao Chen, Chong Yang, Changzhi Sun, Man Lan, Aimin Zhou
2024 — conf
GSMC: A Global-Local Scalable Multi-task Contrastive Learning Framework.
CGI (1)
Yongqi Huang, Feng Liu, Aimin Zhou
2024 A* conf
Generating Prompts in Latent Space for Rehearsal-free Continual Learning.
ACM Multimedia
Chengyi Yang, Wentao Liu, Shisong Chen, Jiayin Qi, Aimin Zhou
2024 A conf
High-Dimensional Causal Bayesian Optimization.
ECAI
Yupeng Wu, Weiye Wang, Yangwenhui Zhang, Mingjia Li, Yuanhao Liu, Hong Qian, Aimin Zhou
2024 A* conf
Inductive Cognitive Diagnosis for Fast Student Learning in Web-Based Intelligent Education Systems.
WWW
Shuo Liu, Junhao Shen, Hong Qian, Aimin Zhou
2024 J jnl
Inductive Cognitive Diagnosis for Fast Student Learning in Web-Based Online Intelligent Education Systems.
CoRR
Shuo Liu, Junhao Shen, Hong Qian, Aimin Zhou
2024 A* conf
Interpretable Knowledge Tracing via Response Influence-based Counterfactual Reasoning.
ICDE
Jiajun Cui, Minghe Yu, Bo Jiang, Aimin Zhou, Jianyong Wang, Wei Zhang
2024 A* conf
Introducing Common Null Space of Gradients for Gradient Projection Methods in Continual Learning.
ACM Multimedia
Chengyi Yang, Mingda Dong, Xiaoyue Zhang, Jiayin Qi, Aimin Zhou
2024 A* conf
Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models.
EMNLP
Yufang Liu, Tao Ji, Changzhi Sun, Yuanbin Wu, Aimin Zhou
2024 J jnl
Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models.
CoRR
Yufang Liu, Tao Ji, Changzhi Sun, Yuanbin Wu, Aimin Zhou
2024 J jnl
It's Morphing Time: Unleashing the Potential of Multiple LLMs via Multi-objective Optimization.
CoRR
Bingdong Li, Zixiang Di, Yanting Yang, Hong Qian, Peng Yang, Hao Hao, Ke Tang, Aimin Zhou
2024 A* conf
LASCA: A Large-Scale Stable Customer Segmentation Approach to Credit Risk Assessment.
KDD
Yongfeng Gu, Yupeng Wu, Huakang Lu, Xingyu Lu, Hong Qian, Jun Zhou, Aimin Zhou
2024 J jnl
LLMOPT: Learning to Define and Solve General Optimization Problems from Scratch.
CoRR
Caigao Jiang, Xiang Shu, Hong Qian, Xingyu Lu, Jun Zhou, Aimin Zhou, Yang Yu
2024 J jnl
Large Language Models as Surrogate Models in Evolutionary Algorithms: A Preliminary Study.
CoRR
Hao Hao, Xiaoqun Zhang, Aimin Zhou
2024 J jnl
Large language models as surrogate models in evolutionary algorithms: A preliminary study.
Swarm Evol. Comput.
Hao Hao, Xiaoqun Zhang, Aimin Zhou
2024 B conf
Model Uncertainty in Evolutionary Optimization and Bayesian Optimization: A Comparative Analysis.
CEC
Hao Hao, Xiaoqun Zhang, Aimin Zhou
2024 J jnl
Model Uncertainty in Evolutionary Optimization and Bayesian Optimization: A Comparative Analysis.
CoRR
Hao Hao, Xiaoqun Zhang, Aimin Zhou
2024 A* conf
ORCDF: An Oversmoothing-Resistant Cognitive Diagnosis Framework for Student Learning in Online Education Systems.
KDD
Hong Qian, Shuo Liu, Mingjia Li, Bingdong Li, Zhi Liu, Aimin Zhou
2024 J jnl
ORCDF: An Oversmoothing-Resistant Cognitive Diagnosis Framework for Student Learning in Online Education Systems.
CoRR
Hong Qian, Shuo Liu, Mingjia Li, Bingdong Li, Zhi Liu, Aimin Zhou
2024 — conf
Overview of the NLPCC 2024 Shared Task 5: Argument Mining for Chinese Argumentative Essay.
NLPCC (5)
Zheqin Yin, Yupei Ren, Man Lan, Yuanbin Wu, Aimin Zhou, Xiaopeng Bai
2024 J jnl
Regularity Evolution for Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Shuai Wang, Aimin Zhou
2024 J jnl
Regularity model based offspring generation in surrogate-assisted evolutionary algorithms for expensive multi-objective optimization.
Swarm Evol. Comput.
Bingdong Li, Yongfan Lu, Hong Qian, Wenjing Hong, Peng Yang, Aimin Zhou
2024 J jnl
SR-Forest: A Genetic Programming-Based Heterogeneous Ensemble Learning Method.
IEEE Trans. Evol. Comput.
Hengzhe Zhang, Aimin Zhou, Qi Chen, Bing Xue, Mengjie Zhang
2024 J jnl
Self-supervised BGP-graph reasoning enhanced complex KBQA via SPARQL generation.
Inf. Process. Manag.
Feng Gao, Yan Yang, Peng Gao, Ming Gu, Shangqing Zhao, Yuefeng Chen, Hao Yuan, Man Lan, Aimin Zhou, Liang He
2024 A* conf
Symbolic Cognitive Diagnosis via Hybrid Optimization for Intelligent Education Systems.
AAAI
Junhao Shen, Hong Qian, Wei Zhang, Aimin Zhou
2024 J jnl
Symbolic Cognitive Diagnosis via Hybrid Optimization for Intelligent Education Systems.
CoRR
Junhao Shen, Hong Qian, Wei Zhang, Aimin Zhou
2024 J jnl
Towards Geometry-Aware Pareto Set Learning for Neural Multi-Objective Combinatorial Optimization.
CoRR
Yongfan Lu, Zixiang Di, Bingdong Li, Shengcai Liu, Hong Qian, Peng Yang, Ke Tang, Aimin Zhou
2024 J jnl
Un-evaluated Solutions May Be Valuable in Expensive Optimization.
CoRR
Hao Hao, Xiaoqun Zhang, Aimin Zhou
2024 A* conf
Wasserstein Differential Privacy.
AAAI
Chengyi Yang, Jiayin Qi, Aimin Zhou
2024 J jnl
Wasserstein Differential Privacy.
CoRR
Chengyi Yang, Jiayin Qi, Aimin Zhou
2023 J jnl
A Population Cooperation based Particle Swarm Optimization algorithm for large-scale multi-objective optimization.
Swarm Evol. Comput.
Yongfan Lu, Bingdong Li, Shengcai Liu, Aimin Zhou
2023 C conf
A Relation Surrogate Model for Expensive Multiobjective Continuous and Combinatorial Optimization.
EMO
Hao Hao, Aimin Zhou
2023 J jnl
A regularity augmented evolutionary algorithm with dual-space search for multiobjective optimization.
Swarm Evol. Comput.
Shuai Wang, Bingdong Li, Aimin Zhou
2023 J jnl
Bi-objective evolutionary Bayesian network structure learning via skeleton constraint.
Frontiers Comput. Sci.
Ting Wu, Hong Qian, Ziqi Liu, Jun Zhou, Aimin Zhou
2023 J jnl
Contribution-Based Cooperative Co-Evolution With Adaptive Population Diversity for Large-Scale Global Optimization [Research Frontier].
IEEE Comput. Intell. Mag.
Ming Yang, Jie Gao, Aimin Zhou, Changhe Li, Xin Yao
2023 A conf
Degradation-Resistant Offline Optimization via Accumulative Risk Control.
ECAI
Huakang Lu, Hong Qian, Yupeng Wu, Ziqi Liu, Ya-Lin Zhang, Aimin Zhou, Yang Yu
2023 J jnl
Differential evolution guided by approximated Pareto set for multiobjective optimization.
Inf. Sci.
Shuai Wang, Aimin Zhou, Bingdong Li, Peng Yang
2023 J jnl
EduChat: A Large-Scale Language Model-based Chatbot System for Intelligent Education.
CoRR
Yuhao Dan, Zhikai Lei, Yiyang Gu, Yong Li, Jianghao Yin, Jiaju Lin, Linhao Ye, Zhiyan Tie, Yougen Zhou, Yilei Wang, Aimin Zhou, Ze Zhou, Qin Chen, Jie Zhou, Liang He, Xipeng Qiu
2023 J jnl
Enhancing Diversity by Local Subset Selection in Evolutionary Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Zihan Wang, Bochao Mao, Hao Hao, Wenjing Hong, Chunyun Xiao, Aimin Zhou
2023 J jnl
Enhancing SAEAs with Unevaluated Solutions: A Case Study of Relation Model for Expensive Optimization.
CoRR
Hao Hao, Xiaoqun Zhang, Aimin Zhou
2023 J jnl
Evolutionary Retrosynthetic Route Planning.
CoRR
Yan Zhang, Hao Hao, Xiao He, Shuanhu Gao, Aimin Zhou
2023 J jnl
Fine-Grained Interaction Modeling with Multi-Relational Transformer for Knowledge Tracing.
ACM Trans. Inf. Syst.
Jiajun Cui, Zeyuan Chen, Aimin Zhou, Jianyong Wang, Wei Zhang
2023 — conf
Genetic Programming-based Evolutionary Feature Construction for Heterogeneous Ensemble Learning [Hot of the Press].
GECCO Companion
Hengzhe Zhang, Aimin Zhou, Qi Chen, Bing Xue, Mengjie Zhang
2023 A* conf
High-Dimensional Dueling Optimization with Preference Embedding.
AAAI
Yangwenhui Zhang, Hong Qian, Xiang Shu, Aimin Zhou
2023 J jnl
Interpretable Knowledge Tracing via Response Influence-based Counterfactual Reasoning.
CoRR
Jiajun Cui, Minghe Yu, Bo Jiang, Aimin Zhou, Jianyong Wang, Wei Zhang
2023 J jnl
Learning Regularity for Evolutionary Multiobjective Search: A Generative Model-Based Approach.
IEEE Comput. Intell. Mag.
Shuai Wang, Aimin Zhou, Guixu Zhang, Faming Fang
2023 J jnl
MOCPSO: A multi-objective cooperative particle swarm optimization algorithm with dual search strategies.
Neurocomputing
Yan Zhang, Bingdong Li, Wenjing Hong, Aimin Zhou
2023 J jnl
Mathematical Language Models: A Survey.
CoRR
Wentao Liu, Hanglei Hu, Jie Zhou, Yuyang Ding, Junsong Li, Jiayi Zeng, Mengliang He, Qin Chen, Bo Jiang, Aimin Zhou, Liang He
2023 Misc conf
Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-Trained Representations.
ICASSP
Siyuan Shen, Feng Liu, Aimin Zhou
2023 J jnl
Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations.
CoRR
Siyuan Shen, Feng Liu, Aimin Zhou
2023 J jnl
OPO-FCM: A Computational Affection Based OCC-PAD-OCEAN Federation Cognitive Modeling Approach.
IEEE Trans. Comput. Soc. Syst.
Feng Liu, Han-Yang Wang, Siyuan Shen, Xun Jia, Jingyi Hu, Jia-Hao Zhang, Xi-Yi Wang, Ying Lei, Aimin Zhou, Jia-Yin Qi, Zhi-bin Li
2023 J jnl
Optimization Design of Product Form Driven by Image Cognitive Friction.
IEEE Access
Jinyan Ouyang, Lingwan Huang, Rui Zhang, Jian Ma, Jianning Su, Shutao Zhang, Aimin Zhou
2023 — conf
Overview of the NLPCC 2023 Shared Task: Chinese Essay Discourse Coherence Evaluation.
NLPCC (3)
Hongyi Wu, Xinshu Shen, Man Lan, Xiaopeng Bai, Yuanbin Wu, Aimin Zhou, Shaoguang Mao, Tao Ge, Yan Xia
2023 A conf
QCCDM: A Q-Augmented Causal Cognitive Diagnosis Model for Student Learning.
ECAI
Shuo Liu, Hong Qian, Mingjia Li, Aimin Zhou
2023 A conf
RM-SAEA: Regularity Model Based Surrogate-Assisted Evolutionary Algorithms for Expensive Multi-Objective Optimization.
GECCO
Yongfan Lu, Bingdong Li, Hong Qian, Wenjing Hong, Peng Yang, Aimin Zhou
2023 A* conf
Rethinking the Learning Paradigm for Dynamic Facial Expression Recognition.
CVPR
Hanyang Wang, Bo Li, Shuang Wu, Siyuan Shen, Feng Liu, Shouhong Ding, Aimin Zhou
2023 J jnl
Scaling Multi-Objective Security Games Provably via Space Discretization Based Evolutionary Search.
CoRR
Yu-Peng Wu, Hong Qian, Rong-Jun Qin, Yi Chen, Aimin Zhou
2023 J jnl
Unlearning with Fisher Masking.
CoRR
Yufang Liu, Changzhi Sun, Yuanbin Wu, Aimin Zhou
2022 B conf
A Surrogate Model Assisted Estimation of Distribution Algorithm with Mutil-acquisition Functions for Expensive Optimization.
CEC
Hao Hao, Shuai Wang, Bingdong Li, Aimin Zhou
2022 J jnl
A practical regularity model based evolutionary algorithm for multiobjective optimization.
Appl. Soft Comput.
Wanpeng Zhang, Shuai Wang, Aimin Zhou, Hu Zhang
2022 J jnl
AeS-GCN: Attention-enhanced semantic-guided graph convolutional networks for skeleton-based action recognition.
Comput. Animat. Virtual Worlds
Qing Xu, Feng Liu, Ziwang Fu, Aimin Zhou, Jiayin Qi
2022 J jnl
An Evolutionary Forest for Regression.
IEEE Trans. Evol. Comput.
Hengzhe Zhang, Aimin Zhou, Hu Zhang
2022 — conf
An Exact Inverted Generational Distance for Continuous Pareto Front.
PPSN (2)
Zihan Wang, Chunyun Xiao, Aimin Zhou
2022 J jnl
CCFR3: A cooperative co-evolution with efficient resource allocation for large-scale global optimization.
Expert Syst. Appl.
Ming Yang, Aimin Zhou, Xiaofen Lu, Zhihua Cai, Changhe Li, Jing Guan
2022 J jnl
Cover Image.
J. Comput. Chem.
Ying Qian, Xuelian Li, Jian Wu, Aimin Zhou, Zhijian Xu, Qian Zhang
2022 J jnl
EvoGAN: An evolutionary computation assisted GAN.
Neurocomputing
Feng Liu, Hanyang Wang, Jiahao Zhang, Ziwang Fu, Aimin Zhou, Jiayin Qi, Zhibin Li
2022 J jnl
Expensive Multiobjective Optimization by Relation Learning and Prediction.
IEEE Trans. Evol. Comput.
Hao Hao, Aimin Zhou, Hong Qian, Hu Zhang
2022 B conf
High-arousal positive emotion evoking is more effective in VR than on a 2D monitor based on computational affection.
CogSci
Feng Liu, Yihao Zhou, Xun Jia, Hanyang Wang, Siyuan Shen, Aimin Zhou
2022 J jnl
LGCCT: A Light Gated and Crossed Complementation Transformer for Multimodal Speech Emotion Recognition.
Entropy
Feng Liu, Siyuan Shen, Ziwang Fu, Han-Yang Wang, Aimin Zhou, Jia-Yin Qi
2022 J jnl
Multiobjective portfolio optimization via Pareto front evolution.
Complex Intell. Syst.
Yi Chen, Aimin Zhou
2022 A conf
NHFNET: A Non-Homogeneous Fusion Network for Multimodal Sentiment Analysis.
ICME
Ziwang Fu, Feng Liu, Qing Xu, Jiayin Qi, Xiangling Fu, Aimin Zhou, Zhibin Li
2022 J jnl
PS-Tree: A piecewise symbolic regression tree.
Swarm Evol. Comput.
Hengzhe Zhang, Aimin Zhou, Hong Qian, Hu Zhang
2022 J jnl
Pandemic Bonds Issued by the Chinese Government Supported Post-Disaster Recovery from COVID-19 Pandemic.
J. Soc. Comput.
Feng Liu, Deli Kong, Jinhua Kong, Shiying Lu, Zilong Xiao, Qing Xu, Aimin Zhou, Jiayin Qi
2022 J jnl
Picture-word order compound protein interaction: Predicting compound-protein interaction using structural images of compounds.
J. Comput. Chem.
Ying Qian, Xuelian Li, Jian Wu, Aimin Zhou, Zhijian Xu, Qian Zhang
2022 A* conf
The Teaching Dimension of Regularized Kernel Learners.
ICML
Hong Qian, Xu-Hui Liu, Chen-Xi Su, Aimin Zhou, Yang Yu
2021 C conf
A Fast Converging Evolutionary Algorithm for Constrained Multiobjective Portfolio Optimization.
EMO
Yi Chen, Hemant Kumar Singh, Aimin Zhou, Tapabrata Ray
2021 J jnl
A cross-modal fusion network based on self-attention and residual structure for multimodal emotion recognition.
CoRR
Ziwang Fu, Feng Liu, Hanyang Wang, Jiayin Qi, Xiangling Fu, Aimin Zhou, Zhibin Li
2021 J jnl
A particle swarm optimization algorithm for mixed-variable optimization problems.
Swarm Evol. Comput.
Feng Wang, Heng Zhang, Aimin Zhou
2021 B conf
An Approximated Domination Relationship based on Binary Classifiers for Evolutionary Multiobjective Optimization.
CEC
Hao Hao, Aimin Zhou, Hu Zhang
2021 J jnl
An Efficient Recursive Differential Grouping for Large-Scale Continuous Problems.
IEEE Trans. Evol. Comput.
Ming Yang, Aimin Zhou, Changhe Li, Xin Yao
2021 — conf
Bi-Objective Search Method for Bayesian Network Structure Learning.
CCIS
Ting Wu, Hong Qian, Aimin Zhou, Zhenzi Li
2021 J jnl
Cognitive Matching of Design Subjects in Product Form Evolutionary Design.
Comput. Intell. Neurosci.
Shutao Zhang, Shijie Wang, Aimin Zhou, Shifeng Liu, Jianning Su
2021 J jnl
Edge-guided Composition Network for Image Stitching.
Pattern Recognit.
Qinyan Dai, Faming Fang, Juncheng Li, Guixu Zhang, Aimin Zhou
2021 J jnl
Ensemble Defense with Data Diversity: Weak Correlation Implies Strong Robustness.
CoRR
Renjue Li, Hanwei Zhang, Pengfei Yang, Cheng-Chao Huang, Aimin Zhou, Bai Xue, Lijun Zhang
2021 J jnl
Evaluation and Design Method for Product Form Aesthetics Based on Deep Learning.
IEEE Access
Aimin Zhou, Hongbin Liu, Shutao Zhang, Jinyan Ouyang
2021 J jnl
EvoGAN: An Evolutionary Computation Assisted GAN.
CoRR
Feng Liu, Hanyang Wang, Jiahao Zhang, Ziwang Fu, Aimin Zhou, Jiayin Qi, Zhibin Li
2021 C ed.
Evolutionary Multi-Criterion Optimization - 11th International Conference, EMO 2021, Shenzhen, China, March 28-31, 2021, Proceedings
EMO
Hisao Ishibuchi, Qingfu Zhang, Ran Cheng, Ke Li, Hui Li, Handing Wang, Aimin Zhou
2021 J jnl
LMR-CBT: Learning Modality-fused Representations with CB-Transformer for Multimodal Emotion Recognition from Unaligned Multimodal Sequences.
CoRR
Ziwang Fu, Feng Liu, Hanyang Wang, Siyuan Shen, Jiahao Zhang, Jiayin Qi, Xiangling Fu, Aimin Zhou
2021 J jnl
Multiobjective multiple features fusion: A case study in image segmentation.
Swarm Evol. Comput.
Cong Liu, Tingting Bian, Aimin Zhou
2021 — conf
Off-TANet: A Lightweight Neural Micro-expression Recognizer with Optical Flow Features and Integrated Attention Mechanism.
PRICAI (1)
Jiahao Zhang, Feng Liu, Aimin Zhou
2021 B conf
RL-GEP: Symbolic Regression via Gene Expression Programming and Reinforcement Learning.
IJCNN
Hengzhe Zhang, Aimin Zhou
2021 B conf
SAGN: Semantic Adaptive Graph Network for Skeleton-Based Human Action Recognition.
ICMR
Ziwang Fu, Feng Liu, Jiahao Zhang, Hanyang Wang, Chengyi Yang, Qing Xu, Jiayin Qi, Xiangling Fu, Aimin Zhou
2021 J jnl
Utilizing dependence among variables in evolutionary algorithms for mixed-integer programming: A case study on multi-objective constrained portfolio optimization.
Swarm Evol. Comput.
Yi Chen, Aimin Zhou, Swagatam Das
2021 J jnl
Variable Division and Optimization for Constrained Multiobjective Portfolio Problems.
CoRR
Yi Chen, Aimin Zhou
2020 B conf
A Classification Surrogate Model based Evolutionary Algorithm for Neural Network Structure Learning.
IJCNN
Wenyue Hu, Aimin Zhou, Guixu Zhang
2020 B conf
A Multi-metric Selection Strategy for Evolutionary Symbolic Regression.
SMC
Hu Zhang, Hengzhe Zhang, Aimin Zhou
2020 J jnl
Adaptive population structure learning in evolutionary multi-objective optimization.
Soft Comput.
Shuai Wang, Hu Zhang, Yi Zhang, Aimin Zhou
2020 J jnl
An Estimation of Distribution Algorithm for Mixed-Variable Newsvendor Problems.
IEEE Trans. Evol. Comput.
Feng Wang, Yixuan Li, Aimin Zhou, Ke Tang
2020 J jnl
Binary Relation Learning and Classifying for Preselection in Evolutionary Algorithms.
IEEE Trans. Evol. Comput.
Hao Hao, Jinyuan Zhang, Xiaofen Lu, Aimin Zhou
2020 J jnl
Boundary Guidance Hierarchical Network for Real-Time Tongue Segmentation.
CoRR
Xinyi Zeng, Qian Zhang, Jia Chen, Guixu Zhang, Aimin Zhou, Yiqin Wang
2020 J jnl
CCFR2: A more efficient cooperative co-evolutionary framework for large-scale global optimization.
Inf. Sci.
Ming Yang, Aimin Zhou, Changhe Li, Jing Guan, Xuesong Yan
2020 J jnl
Information Fusion in Offspring Generation: A Case Study in Gene Expression Programming.
IEEE Access
Tonglin Liu, Hengzhe Zhang, Hu Zhang, Aimin Zhou
2020 J jnl
Multimodal optimisation design of product forms based on aesthetic evaluation.
Int. J. Arts Technol.
Aimin Zhou, Jinyan Ouyang, Jianning Su, Shutao Zhang, Shutian Yan
2020 J jnl
Objective extraction via fuzzy clustering in evolutionary many-objective optimization.
Inf. Sci.
Aimin Zhou, Yirui Wang, Jinyuan Zhang
2020 J jnl
Survey of the Detection and Classification of Pulmonary Lesions via CT and X-Ray.
CoRR
Yixuan Sun, Chengyao Li, Qian Zhang, Aimin Zhou, Guixu Zhang
2019 J jnl
A Compressed Coding Scheme for Evolutionary Algorithms in Mixed-Integer Programming: A Case Study on Multi-Objective Constrained Portfolio Optimization.
CoRR
Yi Chen, Aimin Zhou, Swagatam Das
2019 J jnl
A Scalable Indicator-Based Evolutionary Algorithm for Large-Scale Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Wenjing Hong, Ke Tang, Aimin Zhou, Hisao Ishibuchi, Xin Yao
2019 J jnl
A Spectral Clustering-Based Multi-Source Mating Selection Strategy in Evolutionary Multi-Objective Optimization.
IEEE Access
Shuai Wang, Hu Zhang, Yi Zhang, Aimin Zhou, Peng Wu
2019 J jnl
A new learning-based adaptive multi-objective evolutionary algorithm.
Swarm Evol. Comput.
Jianyong Sun, Hu Zhang, Aimin Zhou, Qingfu Zhang, Ke Zhang
2019 A* conf
Fuzzy-Classification Assisted Solution Preselection in Evolutionary Optimization.
AAAI
Aimin Zhou, Jinyuan Zhang, Jianyong Sun, Guixu Zhang
2019 J jnl
Guest editorial special issue on collaborative learning and optimization based on swarm and evolutionary computation.
Swarm Evol. Comput.
Maoguo Gong, Aimin Zhou, A. K. Qin, Linqiang Pan
2019 J jnl
Learning From a Stream of Nonstationary and Dependent Data in Multiobjective Evolutionary Optimization.
IEEE Trans. Evol. Comput.
Jianyong Sun, Hu Zhang, Aimin Zhou, Qingfu Zhang, Ke Zhang, Zhenbiao Tu, Kai Ye
2019 B conf
MIHS: A Multiobjective Pan-sharpening Method for Remote Sensing Images.
CEC
Yingxia Chen, Cong Liu, Aimin Zhou, Guixu Zhang
2019 B conf
MOEA/D with An Improved Multi-Dimensional Mapping Coding Scheme for Constrained Multi-Objective Portfolio Optimization.
CEC
Yi Chen, Aimin Zhou
2019 — conf
NEAR: Normalized Network Embedding with Autoencoder for Top-K Item Recommendation.
PAKDD (3)
Dedong Li, Aimin Zhou, Chuan Shi
2019 J jnl
On Balancing Neighborhood and Global Replacement Strategies in MOEA/D.
IEEE Access
Xiaoji Chen, Chuan Shi, Aimin Zhou, Bin Wu, Pengcheng Sheng
2019 C conf
Pareto Optimal Set Approximation by Models: A Linear Case.
EMO
Aimin Zhou, Haoying Zhao, Hu Zhang, Guixu Zhang
2018 — conf
A Comparison Study of Surrogate Model Based Preselection in Evolutionary Optimization.
ICIC (2)
Hao Hao, Jinyuan Zhang, Aimin Zhou
2018 — conf
A Hybrid Replacement Strategy for MOEA/D.
BIC-TA (1)
Xiaoji Chen, Chuan Shi, Aimin Zhou, Siyong Xu, Bin Wu
2018 — conf
An evolutionary algorithm with a new operator and an adaptive strategy for large-scale portfolio problems.
GECCO (Companion)
Yi Chen, Aimin Zhou, Liang Dou
2018 J jnl
Information fusion in offspring generation: A case study in DE and EDA.
Swarm Evol. Comput.
Hui Fang, Aimin Zhou, Hu Zhang
2018 J jnl
Preselection via classification: A case study on evolutionary multiobjective optimization.
Inf. Sci.
Jinyuan Zhang, Aimin Zhou, Ke Tang, Guixu Zhang
2018 J jnl
Preselection via classification: a case study on global optimisation.
Int. J. Bio Inspired Comput.
Jinyuan Zhang, Aimin Zhou, Guixu Zhang
2018 — conf
Preselection via one-class classification for evolutionary optimization.
GECCO (Companion)
Jinyuan Zhang, Aimin Zhou, Guixu Zhang
2018 J jnl
PyDraw: a GUI drawing generator based on Tkinter and its design concept.
CoRR
Jinwei Lin, Aimin Zhou
2018 J jnl
Simultaneous Bayesian Clustering and Feature Selection Through Student's t Mixtures Model.
IEEE Trans. Neural Networks Learn. Syst.
Jianyong Sun, Aimin Zhou, Simeon Keates, Shengbin Liao
2018 A conf
Termination detection strategies in evolutionary algorithms: a survey.
GECCO
Yanfeng Liu, Aimin Zhou, Hu Zhang
2018 — conf
Tree-Structured Decomposition and Adaptation in MOEA/D.
PPSN (1)
Hanwei Zhang, Aimin Zhou
2017 B conf
A decomposition based multiobjective evolutionary algorithm with semi-supervised classification.
CEC
Xiaoji Chen, Chuan Shi, Aimin Zhou, Bin Wu, Zixing Cai
2017 B conf
Accelerating MOEA/D by Nelder-Mead method.
CEC
Hanwei Zhang, Aimin Zhou, Guixu Zhang, Hemant Kumar Singh
2017 — conf
An Evolutionary Algorithm with a New Coding Scheme for Multi-objective Portfolio Optimization.
SEAL
Yi Chen, Aimin Zhou, Rongfang Zhou, Peng He, Yong Zhao, Lihua Dong
2017 J jnl
Preselection via Classification: A Case Study on Evolutionary Multiobjective Optimization.
CoRR
Jinyuan Zhang, Aimin Zhou, Ke Tang, Guixu Zhang
2016 — conf
A Mean Shift Assisted Differential Evolution Algorithm.
BIC-TA (2)
Hui Fang, Aimin Zhou, Guixu Zhang
2016 J jnl
A Self-Organizing Multiobjective Evolutionary Algorithm.
IEEE Trans. Evol. Comput.
Hu Zhang, Aimin Zhou, Shenmin Song, Qingfu Zhang, Xiao Zhi Gao, Jun Zhang
2016 — conf
A hybrid estimation of distribution algorithm with differential evolution for global optimization.
SSCI
Bing Dong, Aimin Zhou, Guixu Zhang
2016 J jnl
Adaptive Replacement Strategies for MOEA/D.
IEEE Trans. Cybern.
Zhenkun Wang, Qingfu Zhang, Aimin Zhou, Maoguo Gong, Licheng Jiao
2016 B conf
An estimation of distribution algorithm guided by mean shift.
CEC
Hui Fang, Aimin Zhou, Guixu Zhang
2016 J jnl
Are All the Subproblems Equally Important? Resource Allocation in Decomposition-Based Multiobjective Evolutionary Algorithms.
IEEE Trans. Evol. Comput.
Aimin Zhou, Qingfu Zhang
2016 J jnl
Constrained Subproblems in a Decomposition-Based Multiobjective Evolutionary Algorithm.
IEEE Trans. Evol. Comput.
Luping Wang, Qingfu Zhang, Aimin Zhou, Maoguo Gong, Licheng Jiao
2016 J jnl
Learning from Non-Stationary Stream Data in Multiobjective Evolutionary Algorithm.
CoRR
Jianyong Sun, Hu Zhang, Aimin Zhou, Qingfu Zhang
2016 B conf
Sampling in latent space for a mulitiobjective estimation of distribution algorithm.
CEC
Bing Dong, Aimin Zhou, Guixu Zhang
2016 B conf
Self-adaptive spectral cluster number detecting with particle swarm optimization algorithm.
CEC
Chupeng Zeng, Aimin Zhou, Guixu Zhang
2015 — conf
A Multiobjective Evolutionary Algorithm Based on Decomposition and Preselection.
BIC-TA
Jinyuan Zhang, Aimin Zhou, Guixu Zhang
2015 J jnl
A Multioperator Search Strategy Based on Cheap Surrogate Models for Evolutionary Optimization.
IEEE Trans. Evol. Comput.
Wenyin Gong, Aimin Zhou, Zhihua Cai
2015 B conf
A classification and Pareto domination based multiobjective evolutionary algorithm.
CEC
Jinyuan Zhang, Aimin Zhou, Guixu Zhang
2015 J jnl
A multiobjective cellular genetic algorithm based on 3D structure and cosine crowding measurement.
Int. J. Mach. Learn. Cybern.
Hu Zhang, Shenmin Song, Aimin Zhou, Xiao Zhi Gao
2015 J jnl
An Antinoise Method for Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Chunzhi Li, Aimin Zhou, Guixu Zhang, Faming Fang
2015 J jnl
An Estimation of Distribution Algorithm With Cheap and Expensive Local Search Methods.
IEEE Trans. Evol. Comput.
Aimin Zhou, Jianyong Sun, Qingfu Zhang
2015 J jnl
Image segmentation framework based on multiple feature spaces.
IET Image Process.
Cong Liu, Aimin Zhou, Chunxue Wu, Guixu Zhang
2015 B conf
On neighborhood exploration and subproblem exploitation in decomposition based multiobjective evolutionary algorithms.
CEC
Aimin Zhou, Yuting Zhang, Guixu Zhang, Wenyin Gong
2014 J jnl
A Novel Blind Spectral Unmixing Method Based on Error Analysis of Linear Mixture Model.
IEEE Geosci. Remote. Sens. Lett.
Chunzhi Li, Faming Fang, Aimin Zhou, Guixu Zhang
2014 J jnl
A Population Prediction Strategy for Evolutionary Dynamic Multiobjective Optimization.
IEEE Trans. Cybern.
Aimin Zhou, Yaochu Jin, Qingfu Zhang
2014 B conf
A clustering based multiobjective evolutionary algorithm.
IEEE Congress on Evolutionary Computation
Hu Zhang, Shenmin Song, Aimin Zhou, Xiao Zhi Gao
2014 B conf
A locally weighted metamodel for pre-selection in evolutionary optimization.
IEEE Congress on Evolutionary Computation
Qiuxiao Liao, Aimin Zhou, Guixu Zhang
2014 B conf
A replacement strategy for balancing convergence and diversity in MOEA/D.
IEEE Congress on Evolutionary Computation
Zhenkun Wang, Qingfu Zhang, Maoguo Gong, Aimin Zhou
2014 J jnl
Adaptive image segmentation by using mean-shift and evolutionary optimisation.
IET Image Process.
Cong Liu, Aimin Zhou, Qian Zhang, Guixu Zhang
2014 B conf
An MOEA/D with multiple differential evolution mutation operators.
IEEE Congress on Evolutionary Computation
Yang Li, Aimin Zhou, Guixu Zhang
2014 B conf
Unsupervised robust Bayesian feature selection.
IJCNN
Jianyong Sun, Aimin Zhou
2013 J jnl
A decomposition based estimation of distribution algorithm for multiobjective traveling salesman problems.
Comput. Math. Appl.
Aimin Zhou, Feng Gao, Guixu Zhang
2013 B conf
A differential evolution with an orthogonal local search.
IEEE Congress on Evolutionary Computation
Zhenzhen Dai, Aimin Zhou, Guixu Zhang, Sanyi Jiang
2013 C conf
Approximation Model Guided Selection for Evolutionary Multiobjective Optimization.
EMO
Aimin Zhou, Qingfu Zhang, Guixu Zhang
2013 J jnl
Automatic clustering method based on evolutionary optimisation.
IET Comput. Vis.
Cong Liu, Aimin Zhou, Guixu Zhang
2013 Misc conf
Hyperspectral band selection based on evolutionary optimization.
ICNC
Qiannan Du, Aimin Zhou, Cong Liu, Guixu Zhang
2013 C conf
MCGA: A Multiobjective Cellular Genetic Algorithm Based on a 3D Grid.
IDEAL
Hu Zhang, Shenmin Song, Aimin Zhou
2013 Misc conf
Practical path-based methods for clustering arbitrary shaped data sets.
ICNC
Cong Liu, Aimin Zhou, Qiannan Du, Guixu Zhang
2012 Misc conf
A Decomposition based estimation of distribution algorithm for multiobjective knapsack problems.
ICNC
Yang Li, Aimin Zhou, Guixu Zhang
2012 B conf
A multiobjective evolutionary algorithm based on decomposition and probability model.
IEEE Congress on Evolutionary Computation
Aimin Zhou, Qingfu Zhang, Guixu Zhang
2012 — conf
An Evolutionary Approach for Image Registration.
ISICA
Jing Zhang, Aimin Zhou, Guixu Zhang
2012 Misc conf
An estimation of distribution algorithm based on decomposition for the multiobjective TSP.
ICNC
Feng Gao, Aimin Zhou, Guixu Zhang
2012 B conf
Hop Distance Analysis in Partially Connected Wireless Sensor Networks.
MASCOTS
Yun Wang, Brendan M. Kelly, Aimin Zhou
2012 — conf
Non-negative Matrix Factorization: A Short Survey on Methods and Applications.
ISICA
Zhengyu Huang, Aimin Zhou, Guixu Zhang
2011 B conf
An estimation of distribution algorithm based on nonparametric density estimation.
IEEE Congress on Evolutionary Computation
Luhan Zhou, Aimin Zhou, Guixu Zhang, Chuan Shi
2011 B conf
Dynamic constrained multi-objective model for solving constrained optimization problem.
IEEE Congress on Evolutionary Computation
Sanyou Zeng, Shizhong Chen, Jiang Zhao, Aimin Zhou, Zhengjun Li, Hongyong Jing
2011 B conf
Dynamic multi-objective differential evolution for solving constrained optimization problem.
IEEE Congress on Evolutionary Computation
Lina Jia, Sanyou Zeng, Dong Zhou, Aimin Zhou, Zhengjun Li, Hongyong Jing
2011 J jnl
Multiobjective evolutionary algorithms: A survey of the state of the art.
Swarm Evol. Comput.
Aimin Zhou, Bo-Yang Qu, Hui Li, Shi-Zheng Zhao, Ponnuthurai Nagaratnam Suganthan, Qingfu Zhang
2011 J jnl
Optimal risk control policies for diffusion models with non-cheap proportional reinsurance and bankruptcy value.
J. Syst. Sci. Complex.
Ming-Hua Wu, Rong Wu, Aimin Zhou
2011 Misc conf
Simulated annealing with probabilistic neighborhood for traveling salesman problems.
ICNC
Yang Li, Aimin Zhou, Guixu Zhang
2010 B conf
A surrogate-assisted evolutionary algorithm for minimax optimization.
IEEE Congress on Evolutionary Computation
Aimin Zhou, Qingfu Zhang
2010 B conf
Multi-objective mobile agent-based Sensor Network Routing using MOEA/D.
IEEE Congress on Evolutionary Computation
Andreas Konstantinidis, Christoforos Charalambous, Aimin Zhou, Qingfu Zhang
2010 — conf
Parameter Evolution for a Particle Swarm Optimization Algorithm.
ISICA (1)
Aimin Zhou, Guixu Zhang, Andreas Konstantinidis
2009 J jnl
Approximating the Set of Pareto-Optimal Solutions in Both the Decision and Objective Spaces by an Estimation of Distribution Algorithm.
IEEE Trans. Evol. Comput.
Aimin Zhou, Qingfu Zhang, Yaochu Jin
2009 — —
Estimation of distribution algorithms for continuous multiobjective optimization.
Aimin Zhou
2008 B conf
Combination of EDA and DE for continuous biobjective optimization.
IEEE Congress on Evolutionary Computation
Aimin Zhou, Qingfu Zhang, Yaochu Jin, Bernhard Sendhoff
2008 J jnl
Errata to "RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm" [Feb 08 41-63].
IEEE Trans. Evol. Comput.
Qingfu Zhang, Aimin Zhou, Yaochu Jin
2008 — ch.
Modeling Regularity to Improve Scalability of Model-Based Multiobjective Optimization Algorithms.
Multiobjective Problem Solving from Nature
Yaochu Jin, Aimin Zhou, Qingfu Zhang, Bernhard Sendhoff, Edward P. K. Tsang
2008 J jnl
RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm.
IEEE Trans. Evol. Comput.
Qingfu Zhang, Aimin Zhou, Yaochu Jin
2007 — conf
A Fast Particle Swarm Optimization Algorithm with Cauchy Mutation and Natural Selection Strategy.
ISICA
Changhe Li, Yong Liu, Aimin Zhou, Lishan Kang, Hui Wang
2007 B conf
Adaptivemodelling strategy for continuous multi-objective optimization.
IEEE Congress on Evolutionary Computation
Aimin Zhou, Qingfu Zhang, Yaochu Jin, Bernhard Sendhoff
2007 A conf
Global multiobjective optimization via estimation of distribution algorithm with biased initialization and crossover.
GECCO
Aimin Zhou, Qingfu Zhang, Yaochu Jin, Bernhard Sendhoff, Edward P. K. Tsang
2007 C conf
Prediction-Based Population Re-initialization for Evolutionary Dynamic Multi-objective Optimization.
EMO
Aimin Zhou, Yaochu Jin, Qingfu Zhang, Bernhard Sendhoff, Edward P. K. Tsang
2006 B conf
Combining Model-based and Genetics-based Offspring Generation for Multi-objective Optimization Using a Convergence Criterion.
IEEE Congress on Evolutionary Computation
Aimin Zhou, Yaochu Jin, Qingfu Zhang, Bernhard Sendhoff, Edward P. K. Tsang
2006 A conf
Modelling the Population Distribution in Multi-objective Optimization by Generative Topographic Mapping.
PPSN
Aimin Zhou, Qingfu Zhang, Yaochu Jin, Bernhard Sendhoff, Edward P. K. Tsang
2005 B conf
A model-based evolutionary algorithm for bi-objective optimization.
Congress on Evolutionary Computation
Aimin Zhou, Qingfu Zhang, Yaochu Jin, Edward P. K. Tsang, Tatsuya Okabe
2004 B conf
Benchmarking algorithms for dynamic travelling salesman problems.
IEEE Congress on Evolutionary Computation
Lishan Kang, Aimin Zhou, Robert I. McKay, Yan Li, Zhuo Kang
2003 B conf
Solving dynamic TSP with evolutionary approach in real time.
IEEE Congress on Evolutionary Computation
Aimin Zhou, Lishan Kang, Zhenyu Yan