Yaqing Hou

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 72

Top Topics

Motion Prediction

Reinforcement Learning

Evolutionary Algorithm

Top Venues

Neural Comput. Appl.

Publications

Yaqing Hou, Mingyang Sun, Abhishek Gupta, Yaochu Jin, Haiyin Piao, Hongwei Ge, Qiang Zhang
Multiform Evolution for High-Dimensional Problems with Low Effective Dimensionality. CoRR (2024)
Yaoxin Wu, Mingfeng Fan, Zhiguang Cao, Ruobin Gao, Yaqing Hou, Guillaume Sartoretti
Collaborative Deep Reinforcement Learning for Solving Multi-Objective Vehicle Routing Problems. AAMAS (2024)
Yuxuan Liu, Hongwei Ge, Zhen Wang, Yaqing Hou, Mingde Zhao
Clothes-Changing Person Re-Identification via Universal Framework With Association and Forgetting Learning. IEEE Trans. Multim. 26 (2024)
Lujing Chen, Rui Liu, Wei Zhang, Yaqing Hou, Qiang Zhang, Dongsheng Zhou
MSTP-Net: Multiscale Spatio-Temporal Parallel Networks for Human Motion Prediction. IEEE Trans. Consumer Electron. 70 (1) (2024)
Wang Xia, Hong-Wei Ge, Mingde Zhao, Yaqing Hou, Mingyang Sun
Stochastic online decisioning hyper-heuristic for high dimensional optimization. Appl. Intell. 54 (1) (2024)
Yaqing Hou, Mingyang Sun, Yifeng Zeng, Yew-Soon Ong, Yaochu Jin, Hongwei Ge, Qiang Zhang
A Multiagent Cooperative Learning System With Evolution of Social Roles. IEEE Trans. Evol. Comput. 28 (2) (2024)
Yuxuan Liu, Hongwei Ge, Zhen Wang, Yaqing Hou, Mingde Zhao
Discriminative Identity-Feature Exploring and Differential Aware Learning for Unsupervised Person Re-Identification. IEEE Trans. Multim. 26 (2024)
Xuefeng Chen, Liang Feng, Xin Cao, Yifeng Zeng, Yaqing Hou, Zhi Zhang
Budgeted Sequence Submodular Maximization With Uniform and Non-Uniform Costs. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Guozhi Tang, Hongwei Ge, Enxuan Gu, Yaqing Hou, Mingde Zhao
Progressive reconstruction-decoupled face super-resolution framework with controllable knowledge guidance. Knowl. Based Syst. 299 (2024)
Haiwei Wang, Yongchao Chen, Chenchen Zhang, Yaqing Hou, Xiangrong Tong, Qiang Zhang
Enhancing Imbalanced Classification with Support Vector Machines via Evolutionary Oversampling Algorithms. CEC (2024)
Yaqing Hou, Wenqiang Ma, Abhishek Gupta, Kavitesh Kumar Bali, Hongwei Ge, Qiang Zhang, Carlos A. Coello Coello, Yew-Soon Ong
Bridging the Gap Between Theory and Practice: Benchmarking Transfer Evolutionary Optimization. CoRR (2024)
Xia Wang, Hongwei Ge, Naiqiang Zhang, Yaqing Hou, Liang Sun
A universal large-scale many-objective optimization framework based on cultural learning. Appl. Soft Comput. 145 (2023)
Zheng Guo, Zhaoping Yu, Wenbin Pei, Chuan Wang, Yaqing Hou, Chenchen Zhang, Zexuan Zhu, Xianneng Li
A Knowledge Transfer-Based Genetic Algorithm for Multi-Target Robotic Arm Control. CEC (2023)
Hua Yu, Xuanzhe Fan, Yaqing Hou, Wenbin Pei, Hongwei Ge, Xin Yang, Dongsheng Zhou, Qiang Zhang, Mengjie Zhang
Toward Realistic 3D Human Motion Prediction With a Spatio-Temporal Cross- Transformer Approach. IEEE Trans. Circuits Syst. Video Technol. 33 (10) (2023)
Mingyang Sun, Yaqing Hou, Jie Kang, Haiyin Piao, Yifeng Zeng, Hongwei Ge, Qiang Zhang
Improving Cooperative Multi-Agent Exploration via Surprise Minimization and Social Influence Maximization. AAMAS (2023)
Xin He, Hongwei Ge, Liang Sun, Qifeng Li, Yaqing Hou
BRGR: Multi-agent cooperative reinforcement learning with bidirectional real-time gain representation. Appl. Intell. 53 (16) (2023)
Yuxuan Liu, Hongwei Ge, Liang Sun, Yaqing Hou
Complementary Attention-Driven Contrastive Learning With Hard-Sample Exploring for Unsupervised Domain Adaptive Person Re-ID. IEEE Trans. Circuits Syst. Video Technol. 33 (1) (2023)
Haiyin Piao, Yue Han, Shaoming He, Chao Yu, Songyuan Fan, Yaqing Hou, Chengchao Bai, Li Mo
Spatiotemporal Relationship Cognitive Learning for Multirobot Air Combat. IEEE Trans. Cogn. Dev. Syst. 15 (4) (2023)
Liang Feng, Qingxia Shang, Yaqing Hou, Kay Chen Tan, Yew-Soon Ong
Multispace Evolutionary Search for Large-Scale Optimization With Applications to Recommender Systems. IEEE Trans. Artif. Intell. 4 (1) (2023)
Yuxuan Liu, Hongwei Ge, Liang Sun, Yaqing Hou
Camera-aware progressive learning for unsupervised person re-identification. Neural Comput. Appl. 35 (15) (2023)
Yu Qi, Hongwei Ge, Wenbin Pei, Yuxuan Liu, Yaqing Hou, Liang Sun
Attention-guided spatial-temporal graph relation network for video-based person re-identification. Neural Comput. Appl. 35 (19) (2023)
Zhixiao Sun, Huahua Wu, Yandong Shi, Xiangchao Yu, Yifan Gao, Wenbin Pei, Zhen Yang, Haiyin Piao, Yaqing Hou
Multi-agent air combat with two-stage graph-attention communication. Neural Comput. Appl. 35 (27) (2023)
Mingyang Sun, Mengchen Zhao, Yaqing Hou, Minglei Li, Huang Xu, Songcen Xu, Jianye Hao
Co-speech Gesture Synthesis by Reinforcement Learning with Contrastive Pretrained Rewards. CVPR (2023)
Jinlin Jiang, Yongchao Chen, Wenbin Pei, Junxiang Zhang, Yaqing Hou, Hongwei Ge, Liang Feng
Surrogate-Assisted Morphology Optimization by Genetic Algorithms. CEC (2023)
Dongwei Liu, Ning Sheng, Yutong Han, Yaqing Hou, Bin Liu, Jianxin Zhang, Qiang Zhang
SCAU-net: 3D self-calibrated attention U-Net for brain tumor segmentation. Neural Comput. Appl. 35 (33) (2023)
Hongwei Ge, Naiqiang Zhang, Liang Sun, Xia Wang, Yaqing Hou
A memetic evolution system with statistical variable classification for large-scale many-objective optimization. Appl. Soft Comput. 114 (2022)
Peng Liu, Zheng Guo, Hua Yu, Han Linghu, Yijing Li, Yaqing Hou, Hongwei Ge, Qiang Zhang
A Preliminary Study of Multi-task MAP-Elites with Knowledge Transfer for Robotic Arm Design. CEC (2022)
Hongwei Ge, Dongwan Gao, Liang Sun, Yaqing Hou, Chao Yu, Yuxin Wang, Guozhen Tan
Multi-Agent Transfer Reinforcement Learning With Multi-View Encoder for Adaptive Traffic Signal Control. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Jiajian Huang, Hongwei Ge, Liang Sun, Yaqing Hou, Xia Wang
ICMiF: Interactive cascade microformers for cross-domain person re-identification. Inf. Sci. 617 (2022)
Yaqing Hou, Yuan Yuan, Zexuan Zhu
Guest editorial. Memetic Comput. 14 (1) (2022)
Wei Zhang, Yaqing Hou, Wanshu Fan, Xin Yang, Dongsheng Zhou, Qiang Zhang, Xiaopeng Wei
Perception-oriented Single Image Super-Resolution Network with Receptive Field Block. Neural Comput. Appl. 34 (17) (2022)
Abhishek Gupta, Lei Zhou, Yew-Soon Ong, Zefeng Chen, Yaqing Hou
Half a Dozen Real-World Applications of Evolutionary Multitasking, and More. IEEE Comput. Intell. Mag. 17 (2) (2022)
Jin Yu, Haiyin Piao, Yaqing Hou, Li Mo, Xin Yang, Deyun Zhou
DOMA: Deep Smooth Trajectory Generation Learning for Real-Time UAV Motion Planning. ICAPS (2022)
Yaqing Hou, Wenkai Zhang, Qian Liu, Hongwei Ge, Jun Meng, Qiang Zhang, Xiaopeng Wei
Adaptive kernel selection network with attention constraint for surgical instrument classification. Neural Comput. Appl. 34 (2) (2022)
Hua Yu, Xuanzhe Fan, Yaqing Hou, Yi Liu, Cai Kang, Dongsheng Zhou, Qiang Zhang
Towards Efficient 3D Human Motion Prediction using Deformable Transformer-based Adversarial Network. ICRA (2022)
Qingxia Shang, Yuxiao Huang, Junwei Dong, Yaqing Hou, Yu Wang, Min Li, Liang Feng
Multi-space evolutionary search with dynamic resource allocation strategy for large-scale optimization. Neural Comput. Appl. 34 (10) (2022)
Xuefeng Chen, Liang Feng, Xin Cao, Yifeng Zeng, Yaqing Hou
Budgeted Sequence Submodular Maximization. IJCAI (2022)
Yue Han, Haiyin Piao, Yaqing Hou, Yang Sun, Zhixiao Sun, Deyun Zhou, Shengqi Yang, Xuanqi Peng, Songyuan Fan
Deep Relationship Graph Reinforcement Learning for Multi-Aircraft Air Combat. IJCNN (2022)
Yaqing Hou, Sun Mingyang, Wenxuan Zhu, Yifeng Zeng, Haiyin Piao, Xuefeng Chen, Qiang Zhang
Behavior Reasoning for Opponent Agents in Multi-Agent Learning Systems. IEEE Trans. Emerg. Top. Comput. Intell. 6 (5) (2022)
Wenyao Li, Kai Lin, Yaqing Hou, Qiang Zhang
Multi-Omics Data Integration Patient Classification Method Based on Deep Dense Residual Shrinkage Network. ICTAI (2022)
Nan Jiang, Yaqing Hou, Dongsheng Zhou, Pengfei Wang, Jianxin Zhang, Qiang Zhang
Weakly Supervised Gleason Grading of Prostate Cancer Slides using Graph Neural Network. ICPRAM (2021)
Kaige Zhang, Yaqing Hou, Hua Yu, Wenxuan Zhu, Liang Feng, Qiang Zhang
Pheromone Based Independent Reinforcement Learning for Multiagent Navigation. NCAA (2021)
Abhishek Gupta, Lei Zhou, Yew-Soon Ong, Zefeng Chen, Yaqing Hou
Half a Dozen Real-World Applications of Evolutionary Multitasking and More. CoRR (2021)
Yaqing Hou, Wenkai Zhang, Dongsheng Zhou, Hongwei Ge, Qiang Zhang, Xiaopeng Wei
Multi-Scale Attention Constraint Network for Fine-Grained Visual Classification. ICME (2021)
Yaqing Hou, Yew-Soon Ong, Jing Tang, Yifeng Zeng
Evolutionary Multiagent Transfer Learning With Model-Based Opponent Behavior Prediction. IEEE Trans. Syst. Man Cybern. Syst. 51 (10) (2021)
Yaqing Hou, Xiangchao Yu, Yifeng Zeng, Ziqi Wei, Haijun Zhang, Hongwei Ge, Qiang Zhang
Advances in Memetic Automaton: Toward Human-Like Autonomous Agents in Complex Multi-Agent Learning Problems. IEEE Comput. Intell. Mag. 16 (4) (2021)
Yinglan Feng, Liang Feng, Yaqing Hou, Kay Chen Tan, Sam Kwong
EMT-ReMO: Evolutionary Multitasking for High-Dimensional Multi-Objective Optimization via Random Embedding. CEC (2021)
Gengzhi Zhang, Liang Feng, Yaqing Hou
Multi-task Actor-Critic with Knowledge Transfer via a Shared Critic. ACML (2021)
Yumeng Cao, Yaqing Hou, Liang Feng, Hongwei Ge, Qiang Zhang, Xiaopeng Wei
A Study on Realtime Task Selection Based on Credit Information Updating in Evolutionary Multitasking. EMO (2021)
Tana Wang, Yaqing Hou, Dongsheng Zhou, Qiang Zhang
A Contextual Attention Network for Multimodal Emotion Recognition in Conversation. IJCNN (2021)
Yaqing Hou, Tianbo Li, Qiang Zhang, Hua Yu, Hongwei Ge
Brain Tumor Segmentation based on Knowledge Distillation and Adversarial Training. IJCNN (2021)
Liang Feng, Qingxia Shang, Yaqing Hou, Kay Chen Tan, Yew-Soon Ong
Multi-Space Evolutionary Search for Large-Scale Optimization. CoRR (2021)
Yaqing Hou, Hua Yu, Dongsheng Zhou, Pengfei Wang, Hongwei Ge, Jianxin Zhang, Qiang Zhang
Local-aware spatio-temporal attention network with multi-stage feature fusion for human action recognition. Neural Comput. Appl. 33 (23) (2021)
Wenxuan Zhu, Yaqing Hou, Qiang Zhang, Hongwei Ge, Xin Yang, Liang Feng, Xinghua Qu
A Preliminary Study of Fusion ARTs with Adaptively Information Intensity Attenuation Controlling. IJCNN (2020)
Hongwei Ge, Mingde Zhao, Yaqing Hou, Kai Zhang, Liang Sun, Guozhen Tan, Qiang Zhang, C. L. Philip Chen
Bi-space Interactive Cooperative Coevolutionary algorithm for large scale black-box optimization. Appl. Soft Comput. 97 (Part) (2020)
Sun Mingyang, Yaqing Hou, Qiang Zhang, Hong-Wei Ge, Xin Yang, Feng Liang, Abhishek Gupta, Xianneng Li
Memetic Multi-agent optimization with Problem Reformulation by Coordinate Rotation. CEC (2020)
Yinglan Feng, Liang Feng, Yaqing Hou, Kay Chen Tan
Large-Scale optimization via Evolutionary Multitasking assisted Random Embedding. CEC (2020)
Hongwei Ge, Kai Zhang, Yaqing Hou, Chao Yu, Mingde Zhao, Zhen Wang, Liang Sun
Two-stage Automatic Image Annotation Based on Latent Semantic Scene Classification. IJCNN (2020)
Pengfei Wang, Zhen Yu, Chi Lin, Leyou Yang, Yaqing Hou, Qiang Zhang
D2D-Enabled Reliable Data Collection for Mobile Crowd Sensing. ICPADS (2020)
Jianxin Zhang, Zongkang Jiang, Jing Dong, Yaqing Hou, Bin Liu
Attention Gate ResU-Net for Automatic MRI Brain Tumor Segmentation. IEEE Access 8 (2020)
Lingyu Huang, Liang Feng, Handing Wang, Yaqing Hou, Kai Liu, Chao Chen
A Preliminary Study of Improving Evolutionary Multi-Objective Optimization via Knowledge Transfer from Single-Objective Problems. SMC (2020)
Xinghua Qu, Yew-Soon Ong, Yaqing Hou, Xiaobo Shen
Memetic Evolution Strategy for Reinforcement Learning. CEC (2019)
Yue Wu, Qiule Sun, Yaqing Hou, Jianxin Zhang, Qiang Zhang, Xiaopeng Wei
Deep Covariance Estimation Hashing. IEEE Access 7 (2019)
Yaqing Hou, N. Jiang, H. Ge, Q. Zhang, Xinghua Qu, L. Feng, Abhishek Gupta
Memetic Multi-agent Optimization in High Dimensions using Random Embeddings. CEC (2019)
Q. Shang, L. Zhang, L. Feng, Yaqing Hou, J. Zhong, Abhishek Gupta, Kay Chen Tan, H.-L. Liu
A Preliminary Study of Adaptive Task Selection in Explicit Evolutionary Many-Tasking. CEC (2019)
Hongwei Ge, Mingde Zhao, Kai Zhang, Yaqing Hou
A Two-Engine interaction driven many-objective evolutionary algorithm with feasibility-aware adaptation. Appl. Soft Comput. 82 (2019)
Mingde Zhao, Hongwei Ge, Kai Zhang, Yaqing Hou
A Reference Vector based Many-Objective Evolutionary Algorithm with Feasibility-aware Adaptation. CoRR (2019)
Wei Zhou, Liang Feng, Siwei Jiang, Shu Zhang, Yaqing Hou, Yew-Soon Ong, Zexuan Zhu, Kai Liu
A Preliminary Study of Adaptive Indicator Based Evolutionary Algorithm for Dynamic Multiobjective Optimization via Autoencoding. CEC (2018)
Yaqing Hou, Yew-Soon Ong, Liang Feng, Jacek M. Zurada
An Evolutionary Transfer Reinforcement Learning Framework for Multiagent Systems. IEEE Trans. Evol. Comput. 21 (4) (2017)
C. S. Chen, Yaqing Hou, Yew-Soon Ong
A conceptual modeling of flocking-regulated multi-agent reinforcement learning. IJCNN (2016)
Yaqing Hou, Yifeng Zeng, Yew-Soon Ong
A Memetic Multi-Agent Demonstration Learning Approach with Behavior Prediction. AAMAS (2016)
Yaqing Hou, Liang Feng, Yew-Soon Ong
Creating human-like non-player game characters using a Memetic Multi-Agent System. IJCNN (2016)