Aimin Zhou

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 143

Top Venues

CoRR

IEEE Trans. Evol. Comput.

CEC

Swarm Evol. Comput.

University of Essex, Colchester, UK (PHD)

Education History

University of Essex, Colchester, UK

PHD

Publications

Siyuan Shen, Yu Gao, Feng Liu, Hanyang Wang, Aimin Zhou
Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition. ICASSP (2024)
Yongfeng Gu, Yupeng Wu, Huakang Lu, Xingyu Lu, Hong Qian, Jun Zhou, Aimin Zhou
LASCA: A Large-Scale Stable Customer Segmentation Approach to Credit Risk Assessment. KDD (2024)
Hong Qian, Shuo Liu, Mingjia Li, Bingdong Li, Zhi Liu, Aimin Zhou
ORCDF: An Oversmoothing-Resistant Cognitive Diagnosis Framework for Student Learning in Online Education Systems. CoRR (2024)
Feng Gao, Yan Yang, Peng Gao, Ming Gu, Shangqing Zhao, Yuefeng Chen, Hao Yuan, Man Lan, Aimin Zhou, Liang He
Self-supervised BGP-graph reasoning enhanced complex KBQA via SPARQL generation. Inf. Process. Manag. 61 (5) (2024)
Hao Chen, Biaojie Zeng, Xin Lin, Liang He, Aimin Zhou
DOP: Diagnostic-Oriented Prompting for Large Language Models in Mathematical Correction. CoRR (2024)
Chengyi Yang, Kun Jia, Deli Kong, Jiayin Qi, Aimin Zhou
DP-GSGLD: A Bayesian optimizer inspired by differential privacy defending against privacy leakage in federated learning. Comput. Secur. 142 (2024)
Hao Hao, Xiaoqun Zhang, Aimin Zhou
Enhancing SAEAs with unevaluated solutions: a case study of relation model for expensive optimization. Sci. China Inf. Sci. 67 (2) (2024)
Yongfan Lu, Bingdong Li, Aimin Zhou
Are You Concerned about Limited Function Evaluations: Data-Augmented Pareto Set Learning for Expensive Multi-Objective Optimization. AAAI (2024)
Yang Chen, Chong Yang, Tu Hu, Xinhao Chen, Man Lan, Li Cai, Xinlin Zhuang, Xuan Lin, Xin Lu, Aimin Zhou
Are U a Joke Master? Pun Generation via Multi-Stage Curriculum Learning towards a Humor LLM. ACL (Findings) (2024)
Junhao Shen, Hong Qian, Wei Zhang, Aimin Zhou
Symbolic Cognitive Diagnosis via Hybrid Optimization for Intelligent Education Systems. AAAI (2024)
Hao Hao, Xiaoqun Zhang, Bingdong Li, Aimin Zhou
A First Look at Kolmogorov-Arnold Networks in Surrogate-assisted Evolutionary Algorithms. CoRR (2024)
Hao Hao, Xiaoqun Zhang, Aimin Zhou
Model Uncertainty in Evolutionary Optimization and Bayesian Optimization: A Comparative Analysis. CEC (2024)
Junhao Shen, Hong Qian, Wei Zhang, Aimin Zhou
Symbolic Cognitive Diagnosis via Hybrid Optimization for Intelligent Education Systems. CoRR (2024)
Jiajun Cui, Minghe Yu, Bo Jiang, Aimin Zhou, Jianyong Wang, Wei Zhang
Interpretable Knowledge Tracing via Response Influence-based Counterfactual Reasoning. ICDE (2024)
Lingwan Huang, Aimin Zhou, Ziyi Zhang, Yueyue Shan, Zenghui Wang, Shijian Cang
A novel SCDM algorithm with offset centroid-driven weight adaptation and its application to appearance design of automotive steering wheels. Adv. Eng. Informatics 61 (2024)
Yongfan Lu, Zixiang Di, Bingdong Li, Shengcai Liu, Hong Qian, Peng Yang, Ke Tang, Aimin Zhou
Towards Geometry-Aware Pareto Set Learning for Neural Multi-Objective Combinatorial Optimization. CoRR (2024)
Bingdong Li, Yanting Yang, Dacheng Liu, Yan Zhang, Aimin Zhou, Xin Yao
Accelerating surrogate assisted evolutionary algorithms for expensive multi-objective optimization via explainable machine learning. Swarm Evol. Comput. 88 (2024)
Hong Qian, Shuo Liu, Mingjia Li, Bingdong Li, Zhi Liu, Aimin Zhou
ORCDF: An Oversmoothing-Resistant Cognitive Diagnosis Framework for Student Learning in Online Education Systems. KDD (2024)
Siyuan Shen, Yu Gao, Feng Liu, Hanyang Wang, Aimin Zhou
Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition. CoRR (2024)
Hao Hao, Xiaoqun Zhang, Aimin Zhou
Large Language Models as Surrogate Models in Evolutionary Algorithms: A Preliminary Study. CoRR (2024)
Yiyang Gu, Yougen Zhou, Qin Chen, Ningning Zhou, Jie Zhou, Aimin Zhou, Liang He
Enhancing Depression-Diagnosis-Oriented Chat with Psychological State Tracking. CoRR (2024)
Yupeng Wu, Zhibo Zhu, Chaoyi Ma, Hong Qian, Xingyu Lu, Yangwenhui Zhang, Xiaobo Qin, Binjie Fei, Jun Zhou, Aimin Zhou
Cost-Efficient Fraud Risk Optimization with Submodularity in Insurance Claim. KDD (2024)
Shuo Liu, Junhao Shen, Hong Qian, Aimin Zhou
Inductive Cognitive Diagnosis for Fast Student Learning in Web-Based Intelligent Education Systems. WWW (2024)
Bingdong Li, Zixiang Di, Yanting Yang, Hong Qian, Peng Yang, Hao Hao, Ke Tang, Aimin Zhou
It's Morphing Time: Unleashing the Potential of Multiple LLMs via Multi-objective Optimization. CoRR (2024)
Hao Hao, Xiaoqun Zhang, Aimin Zhou
Model Uncertainty in Evolutionary Optimization and Bayesian Optimization: A Comparative Analysis. CoRR (2024)
Xinhao Chen, Chong Yang, Changzhi Sun, Man Lan, Aimin Zhou
From Coarse to Fine: A Distillation Method for Fine-Grained Emotion-Causal Span Pair Extraction in Conversation. AAAI (2024)
Bingdong Li, Zixiang Di, Yongfan Lu, Hong Qian, Feng Wang, Peng Yang, Ke Tang, Aimin Zhou
Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models. CoRR (2024)
Yan Zhang, Xiao He, Shuanhu Gao, Aimin Zhou, Hao Hao
Evolutionary Retrosynthetic Route Planning [Research Frontier]. IEEE Comput. Intell. Mag. 19 (3) (2024)
Shuo Liu, Junhao Shen, Hong Qian, Aimin Zhou
Inductive Cognitive Diagnosis for Fast Student Learning in Web-Based Online Intelligent Education Systems. CoRR (2024)
Chengyi Yang, Jiayin Qi, Aimin Zhou
Wasserstein Differential Privacy. AAAI (2024)
Bingdong Li, Yongfan Lu, Hong Qian, Wenjing Hong, Peng Yang, Aimin Zhou
Regularity model based offspring generation in surrogate-assisted evolutionary algorithms for expensive multi-objective optimization. Swarm Evol. Comput. 86 (2024)
Junhao Shen, Hong Qian, Shuo Liu, Wei Zhang, Bo Jiang, Aimin Zhou
Capturing Homogeneous Influence among Students: Hypergraph Cognitive Diagnosis for Intelligent Education Systems. KDD (2024)
Chengyi Yang, Jiayin Qi, Aimin Zhou
Wasserstein Differential Privacy. CoRR (2024)
Jiajun Cui, Minghe Yu, Bo Jiang, Aimin Zhou, Jianyong Wang, Wei Zhang
Interpretable Knowledge Tracing via Response Influence-based Counterfactual Reasoning. CoRR (2023)
Jinyan Ouyang, Lingwan Huang, Rui Zhang, Jian Ma, Jianning Su, Shutao Zhang, Aimin Zhou
Optimization Design of Product Form Driven by Image Cognitive Friction. IEEE Access 11 (2023)
Yongfan Lu, Bingdong Li, Shengcai Liu, Aimin Zhou
A Population Cooperation based Particle Swarm Optimization algorithm for large-scale multi-objective optimization. Swarm Evol. Comput. 83 (2023)
Yufang Liu, Changzhi Sun, Yuanbin Wu, Aimin Zhou
Unlearning with Fisher Masking. CoRR (2023)
Yongfan Lu, Bingdong Li, Hong Qian, Wenjing Hong, Peng Yang, Aimin Zhou
RM-SAEA: Regularity Model Based Surrogate-Assisted Evolutionary Algorithms for Expensive Multi-Objective Optimization. GECCO (2023)
Shuai Wang, Bingdong Li, Aimin Zhou
A regularity augmented evolutionary algorithm with dual-space search for multiobjective optimization. Swarm Evol. Comput. 78 (2023)
Shuo Liu, Hong Qian, Mingjia Li, Aimin Zhou
QCCDM: A Q-Augmented Causal Cognitive Diagnosis Model for Student Learning. ECAI (2023)
Yan Zhang, Bingdong Li, Wenjing Hong, Aimin Zhou
MOCPSO: A multi-objective cooperative particle swarm optimization algorithm with dual search strategies. Neurocomputing 562 (2023)
Hao Hao, Aimin Zhou
A Relation Surrogate Model for Expensive Multiobjective Continuous and Combinatorial Optimization. EMO (2023)
Jiajun Cui, Zeyuan Chen, Aimin Zhou, Jianyong Wang, Wei Zhang
Fine-Grained Interaction Modeling with Multi-Relational Transformer for Knowledge Tracing. ACM Trans. Inf. Syst. 41 (4) (2023)
Hanyang Wang, Bo Li, Shuang Wu, Siyuan Shen, Feng Liu, Shouhong Ding, Aimin Zhou
Rethinking the Learning Paradigm for Dynamic Facial Expression Recognition. CVPR (2023)
Zihan Wang, Bochao Mao, Hao Hao, Wenjing Hong, Chunyun Xiao, Aimin Zhou
Enhancing Diversity by Local Subset Selection in Evolutionary Multiobjective Optimization. IEEE Trans. Evol. Comput. 27 (5) (2023)
Yu-Peng Wu, Hong Qian, Rong-Jun Qin, Yi Chen, Aimin Zhou
Scaling Multi-Objective Security Games Provably via Space Discretization Based Evolutionary Search. CoRR (2023)
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
EduChat: A Large-Scale Language Model-based Chatbot System for Intelligent Education. CoRR (2023)
Siyuan Shen, Feng Liu, Aimin Zhou
Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations. CoRR (2023)
Feng Liu, Hanyang Wang, Siyuan Shen, Xun Jia, Jingyi Hu, Jia-Hao Zhang, Xi-Yi Wang, Ying Lei, Aimin Zhou, Jia-Yin Qi, Zhi-Bin Li
OPO-FCM: A Computational Affection Based OCC-PAD-OCEAN Federation Cognitive Modeling Approach. IEEE Trans. Comput. Soc. Syst. 10 (4) (2023)
Huakang Lu, Hong Qian, Yupeng Wu, Ziqi Liu, Ya-Lin Zhang, Aimin Zhou, Yang Yu
Degradation-Resistant Offline Optimization via Accumulative Risk Control. ECAI (2023)
Yan Zhang, Hao Hao, Xiao He, Shuanhu Gao, Aimin Zhou
Evolutionary Retrosynthetic Route Planning. CoRR (2023)
Wentao Liu, Hanglei Hu, Jie Zhou, Yuyang Ding, Junsong Li, Jiayi Zeng, Mengliang He, Qin Chen, Bo Jiang, Aimin Zhou, Liang He
Mathematical Language Models: A Survey. CoRR (2023)
Hengzhe Zhang, Aimin Zhou, Qi Chen, Bing Xue, Mengjie Zhang
Genetic Programming-based Evolutionary Feature Construction for Heterogeneous Ensemble Learning [Hot of the Press]. GECCO Companion (2023)
Ting Wu, Hong Qian, Ziqi Liu, Jun Zhou, Aimin Zhou
Bi-objective evolutionary Bayesian network structure learning via skeleton constraint. Frontiers Comput. Sci. 17 (6) (2023)
Hao Hao, Xiaoqun Zhang, Aimin Zhou
Enhancing SAEAs with Unevaluated Solutions: A Case Study of Relation Model for Expensive Optimization. CoRR (2023)
Hongyi Wu, Xinshu Shen, Man Lan, Xiaopeng Bai, Yuanbin Wu, Aimin Zhou, Shaoguang Mao, Tao Ge, Yan Xia
Overview of the NLPCC 2023 Shared Task: Chinese Essay Discourse Coherence Evaluation. NLPCC (3) (2023)
Ming Yang, Jie Gao, Aimin Zhou, Changhe Li, Xin Yao
Contribution-Based Cooperative Co-Evolution With Adaptive Population Diversity for Large-Scale Global Optimization [Research Frontier]. IEEE Comput. Intell. Mag. 18 (3) (2023)
Siyuan Shen, Feng Liu, Aimin Zhou
Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-Trained Representations. ICASSP (2023)
Shuai Wang, Aimin Zhou, Guixu Zhang, Faming Fang
Learning Regularity for Evolutionary Multiobjective Search: A Generative Model-Based Approach. IEEE Comput. Intell. Mag. 18 (4) (2023)
Shuai Wang, Aimin Zhou, Bingdong Li, Peng Yang
Differential evolution guided by approximated Pareto set for multiobjective optimization. Inf. Sci. 630 (2023)
Yangwenhui Zhang, Hong Qian, Xiang Shu, Aimin Zhou
High-Dimensional Dueling Optimization with Preference Embedding. AAAI (2023)
Ying Qian, Xuelian Li, Jian Wu, Aimin Zhou, Zhijian Xu, Qian Zhang
Picture-word order compound protein interaction: Predicting compound-protein interaction using structural images of compounds. J. Comput. Chem. 43 (4) (2022)
Ying Qian, Xuelian Li, Jian Wu, Aimin Zhou, Zhijian Xu, Qian Zhang
Cover Image. J. Comput. Chem. 43 (4) (2022)
Hong Qian, Xu-Hui Liu, Chen-Xi Su, Aimin Zhou, Yang Yu
The Teaching Dimension of Regularized Kernel Learners. ICML (2022)
Ming Yang, Aimin Zhou, Xiaofen Lu, Zhihua Cai, Changhe Li, Jing Guan
CCFR3: A cooperative co-evolution with efficient resource allocation for large-scale global optimization. Expert Syst. Appl. 203 (2022)
Ziwang Fu, Feng Liu, Qing Xu, Jiayin Qi, Xiangling Fu, Aimin Zhou, Zhibin Li
NHFNET: A Non-Homogeneous Fusion Network for Multimodal Sentiment Analysis. ICME (2022)
Hao Hao, Aimin Zhou, Hong Qian, Hu Zhang
Expensive Multiobjective Optimization by Relation Learning and Prediction. IEEE Trans. Evol. Comput. 26 (5) (2022)
Feng Liu, Hanyang Wang, Jiahao Zhang, Ziwang Fu, Aimin Zhou, Jiayin Qi, Zhibin Li
EvoGAN: An evolutionary computation assisted GAN. Neurocomputing 469 (2022)
Wanpeng Zhang, Shuai Wang, Aimin Zhou, Hu Zhang
A practical regularity model based evolutionary algorithm for multiobjective optimization. Appl. Soft Comput. 129 (2022)
Zihan Wang, Chunyun Xiao, Aimin Zhou
An Exact Inverted Generational Distance for Continuous Pareto Front. PPSN (2) (2022)
Hengzhe Zhang, Aimin Zhou, Hong Qian, Hu Zhang
PS-Tree: A piecewise symbolic regression tree. Swarm Evol. Comput. 71 (2022)
Hengzhe Zhang, Aimin Zhou, Hu Zhang
An Evolutionary Forest for Regression. IEEE Trans. Evol. Comput. 26 (4) (2022)
Hao Hao, Shuai Wang, Bingdong Li, Aimin Zhou
A Surrogate Model Assisted Estimation of Distribution Algorithm with Mutil-acquisition Functions for Expensive Optimization. CEC (2022)
Feng Liu, Yihao Zhou, Xun Jia, Hanyang Wang, Siyuan Shen, Aimin Zhou
High-arousal positive emotion evoking is more effective in VR than on a 2D monitor based on computational affection. CogSci (2022)
Feng Liu, Deli Kong, Jinhua Kong, Shiying Lu, Zilong Xiao, Qing Xu, Aimin Zhou, Jiayin Qi
Pandemic Bonds Issued by the Chinese Government Supported Post-Disaster Recovery from COVID-19 Pandemic. J. Soc. Comput. 3 (2) (2022)
Qing Xu, Feng Liu, Ziwang Fu, Aimin Zhou, Jiayin Qi
AeS-GCN: Attention-enhanced semantic-guided graph convolutional networks for skeleton-based action recognition. Comput. Animat. Virtual Worlds 33 (3-4) (2022)
Feng Liu, Siyuan Shen, Ziwang Fu, Hanyang Wang, Aimin Zhou, Jia-Yin Qi
LGCCT: A Light Gated and Crossed Complementation Transformer for Multimodal Speech Emotion Recognition. Entropy 24 (7) (2022)
Feng Wang, Heng Zhang, Aimin Zhou
A particle swarm optimization algorithm for mixed-variable optimization problems. Swarm Evol. Comput. 60 (2021)
Feng Liu, Hanyang Wang, Jiahao Zhang, Ziwang Fu, Aimin Zhou, Jiayin Qi, Zhibin Li
EvoGAN: An Evolutionary Computation Assisted GAN. CoRR (2021)
Ziwang Fu, Feng Liu, Jiahao Zhang, Hanyang Wang, Chengyi Yang, Qing Xu, Jiayin Qi, Xiangling Fu, Aimin Zhou
SAGN: Semantic Adaptive Graph Network for Skeleton-Based Human Action Recognition. ICMR (2021)
Ziwang Fu, Feng Liu, Hanyang Wang, Siyuan Shen, Jiahao Zhang, Jiayin Qi, Xiangling Fu, Aimin Zhou
LMR-CBT: Learning Modality-fused Representations with CB-Transformer for Multimodal Emotion Recognition from Unaligned Multimodal Sequences. CoRR (2021)
Hengzhe Zhang, Aimin Zhou
RL-GEP: Symbolic Regression via Gene Expression Programming and Reinforcement Learning. IJCNN (2021)
Ziwang Fu, Feng Liu, Hanyang Wang, Jiayin Qi, Xiangling Fu, Aimin Zhou, Zhibin Li
A cross-modal fusion network based on self-attention and residual structure for multimodal emotion recognition. CoRR (2021)
Cong Liu, Tingting Bian, Aimin Zhou
Multiobjective multiple features fusion: A case study in image segmentation. Swarm Evol. Comput. 60 (2021)
Yi Chen, Hemant Kumar Singh, Aimin Zhou, Tapabrata Ray
A Fast Converging Evolutionary Algorithm for Constrained Multiobjective Portfolio Optimization. EMO (2021)
Renjue Li, Hanwei Zhang, Pengfei Yang, Cheng-Chao Huang, Aimin Zhou, Bai Xue, Lijun Zhang
Ensemble Defense with Data Diversity: Weak Correlation Implies Strong Robustness. CoRR (2021)
Aimin Zhou, Hongbin Liu, Shutao Zhang, Jinyan Ouyang
Evaluation and Design Method for Product Form Aesthetics Based on Deep Learning. IEEE Access 9 (2021)
Hao Hao, Aimin Zhou, Hu Zhang
An Approximated Domination Relationship based on Binary Classifiers for Evolutionary Multiobjective Optimization. CEC (2021)
Shutao Zhang, Shijie Wang, Aimin Zhou, Shifeng Liu, Jianning Su
Cognitive Matching of Design Subjects in Product Form Evolutionary Design. Comput. Intell. Neurosci. 2021 (2021)
Yi Chen, Aimin Zhou
Variable Division and Optimization for Constrained Multiobjective Portfolio Problems. CoRR (2021)
Jiahao Zhang, Feng Liu, Aimin Zhou
Off-TANet: A Lightweight Neural Micro-expression Recognizer with Optical Flow Features and Integrated Attention Mechanism. PRICAI (1) (2021)
Ming Yang, Aimin Zhou, Changhe Li, Xin Yao
An Efficient Recursive Differential Grouping for Large-Scale Continuous Problems. IEEE Trans. Evol. Comput. 25 (1) (2021)
Yi Chen, Aimin Zhou, Swagatam Das
Utilizing dependence among variables in evolutionary algorithms for mixed-integer programming: A case study on multi-objective constrained portfolio optimization. Swarm Evol. Comput. 66 (2021)
Qinyan Dai, Faming Fang, Juncheng Li, Guixu Zhang, Aimin Zhou
Edge-guided Composition Network for Image Stitching. Pattern Recognit. 118 (2021)
Ting Wu, Hong Qian, Aimin Zhou, Zhenzi Li
Bi-Objective Search Method for Bayesian Network Structure Learning. CCIS (2021)
Aimin Zhou, Yirui Wang, Jinyuan Zhang
Objective extraction via fuzzy clustering in evolutionary many-objective optimization. Inf. Sci. 509 (2020)
Yixuan Sun, Chengyao Li, Qian Zhang, Aimin Zhou, Guixu Zhang
Survey of the Detection and Classification of Pulmonary Lesions via CT and X-Ray. CoRR (2020)
Tonglin Liu, Hengzhe Zhang, Hu Zhang, Aimin Zhou
Information Fusion in Offspring Generation: A Case Study in Gene Expression Programming. IEEE Access 8 (2020)
Hu Zhang, Hengzhe Zhang, Aimin Zhou
A Multi-metric Selection Strategy for Evolutionary Symbolic Regression. SMC (2020)
Feng Wang, Yixuan Li, Aimin Zhou, Ke Tang
An Estimation of Distribution Algorithm for Mixed-Variable Newsvendor Problems. IEEE Trans. Evol. Comput. 24 (3) (2020)

Aimin Zhou.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Aimin Zhou