Han Yu

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 228

Top Venues

CoRR

IEEE Trans. Instrum. Meas.

AAAI

IEEE Access

Loughborough University, UK (PHD)

Education History

Loughborough University, UK

PHD

Publications

Lulu Liu, Weiguo Gao, Han Yu, David E. Keyes
Overlapping multiplicative Schwarz preconditioning for linear and nonlinear systems. J. Comput. Phys. 496 (2024)
Siwei Feng, Han Yu, Yuebing Zhu
MMVFL: A Simple Vertical Federated Learning Framework for Multi-Class Multi-Participant Scenarios. Sensors 24 (2) (2024)
Dongxia Liu, Han Yu, Zhuling Sun, Hongbo Zhang, Dongfang Wang
Convective Properties and Lightning Activity in Different Categories of Thunderstorms over the Beijing Area during Five Warm Seasons. Remote. Sens. 16 (3) (2024)
Liping Yi, Han Yu, Chao Ren, Heng Zhang, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
pFedMoE: Data-Level Personalization with Mixture of Experts for Model-Heterogeneous Personalized Federated Learning. CoRR (2024)
Han Yu, Qing Wang, Chao Yan, Youyang Feng, Yang Sun, Lu Li
DLD-SLAM: RGB-D Visual Simultaneous Localisation and Mapping in Indoor Dynamic Environments Based on Deep Learning. Remote. Sens. 16 (2) (2024)
Minrui Xu, Dusit Niyato, Jiawen Kang, Zehui Xiong, Yuan Cao, Yulan Gao, Chao Ren, Han Yu
Generative AI-enabled Quantum Computing Networks and Intelligent Resource Allocation. CoRR (2024)
Chao Ren, Han Yu, Rudai Yan, Minrui Xu, Yuan Shen, Huihui Zhu, Dusit Niyato, Zhao Yang Dong, Leong Chuan Kwek
Towards Quantum Federated Learning. CoRR (2023)
Yuanyuan Chen, Zichen Chen, Pengcheng Wu, Han Yu
FedOBD: Opportunistic Block Dropout for Efficiently Training Large-scale Neural Networks through Federated Learning. IJCAI (2023)
Dongxia Liu, Han Yu, Chunfa Sun
Estimation of Lightning Activity of Squall Lines by Different Lightning Parameterization Schemes in the Weather Research and Forecasting Model. Remote. Sens. 15 (20) (2023)
Zheyan Shen, Han Yu, Peng Cui, Jiashuo Liu, Xingxuan Zhang, Linjun Zhou, Furui Liu
Meta Adaptive Task Sampling for Few-Domain Generalization. CoRR (2023)
Yizhou Chen, Guangda Huzhang, Anxiang Zeng, Qingtao Yu, Hui Sun, Heng-Yi Li, Jingyi Li, Yabo Ni, Han Yu, Zhiming Zhou
Clustered Embedding Learning for Recommender Systems. CoRR (2023)
Anran Li, Hongyi Peng, Lan Zhang, Jiahui Huang, Qing Guo, Han Yu, Yang Liu
FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning. CoRR (2023)
Xingxuan Zhang, Renzhe Xu, Han Yu, Hao Zou, Peng Cui
Gradient Norm Aware Minimization Seeks First-Order Flatness and Improves Generalization. CVPR (2023)
Yanci Zhang, Han Yu
LR-XFL: Logical Reasoning-based Explainable Federated Learning. CoRR (2023)
Han Yu, Zizheng Hua, Xiaqing Miao, Shuai Wang, Gaofeng Pan, Jianping An, Tommy Svensson, John Thompson, Halim Yanikomeroglu
Computer Vision-Based Joint Space Sensing and Communication Systems: Non-Source, Autonomy, and Low Latency. IEEE Wirel. Commun. 30 (6) (2023)
Han Yu, Xiaozhou Luo
IPPF-FE: an integrated peptide and protein function prediction framework based on fused features and ensemble models. Briefings Bioinform. 24 (1) (2023)
Han Yu, Huiyuan Yang, Akane Sano
ECG-SL: Electrocardiogram(ECG) Segment Learning, a deep learning method for ECG signal. CoRR (2023)
Kei Shibuya, Zachary D. King, Maryam Khalid, Han Yu, Yufei Shen, Khadija Zanna, Ryan L. Brown, Marzieh Majd, Christopher P. Fagunders, Akane Sano
Predicting Stress and Providing Counterfactual Explanations: A Pilot Study on Caregivers. ACIIW (2023)
Michael Santacroce, Yadong Lu, Han Yu, Yuanzhi Li, Yelong Shen
Efficient RLHF: Reducing the Memory Usage of PPO. CoRR (2023)
Han Yu, Wenjie Shen, Ling Huang, Caixia Yuan
Manipulating Multi-Agent Navigation Task Via Emergent Communications. CCIS (2023)
Omer Haliloglu, Han Yu, Charitha Madapatha, Hao Guo, Fehmi Emre Kadan, Andreas Wolfgang, Rafael Puerta, Pål K. Frenger, Tommy Svensson
Distributed MIMO Systems for 6G. EuCNC/6G Summit (2023)
Zhiwei Shan, Xinping Yi, Han Yu, Chung-Shou Liao, Shi Jin
Learning to Code on Graphs for Topological Interference Management. ISIT (2023)
Dayi Wang, Fangzhou Fu, Han Yu, Weimeng Chu, Zhigang Wu, Wenbo Li
Artificial-Intelligence-Based Quantitative Fault Diagnosability Analysis of Spacecraft: An Information Geometry Perspective. IEEE Trans. Artif. Intell. 4 (4) (2023)
Xingxuan Zhang, Yue He, Renzhe Xu, Han Yu, Zheyan Shen, Peng Cui
NICO++: Towards Better Benchmarking for Domain Generalization. CVPR (2023)
Ailong Wu, Han Yu, Zhigang Zeng
Stabilization of highly nonlinear hybrid neutral stochastic neural networks with time-varying delays by variable-delay feedback control. Syst. Control. Lett. 172 (2023)
Zengliang Luo, Han Yu, Huan Liu, Jie Chen
Assessing the Water Budget Closure Accuracy of Satellite/Reanalysis-Based Hydrological Data Products over Mainland China. Remote. Sens. 15 (21) (2023)
Han Yu, Xingxuan Zhang, Renzhe Xu, Jiashuo Liu, Yue He, Peng Cui
Rethinking the Evaluation Protocol of Domain Generalization. CoRR (2023)
Liping Yi, Han Yu, Zhuan Shi, Gang Wang, Xiaoguang Liu
FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning. CoRR (2023)
Yuan Ma, Yiqiang Chen, Han Yu, Yang Gu, Shijie Wen, Shuai Guo
Letting Go of Self-Domain Awareness: Multi-Source Domain-Adversarial Generalization via Dynamic Domain-Weighted Contrastive Transfer Learning. ECAI (2023)
Oluwagbenga David Agboola, Han Yu
Neighborhood-based cross fitting approach to treatment effects with high-dimensional data. Comput. Stat. Data Anal. 186 (2023)
Zhiwei Shan, Xinping Yi, Han Yu, Chung-Shou Liao, Shi Jin
Learning to Code on Graphs for Topological Interference Management. CoRR (2023)
Xingxuan Zhang, Renzhe Xu, Han Yu, Hao Zou, Peng Cui
Gradient Norm Aware Minimization Seeks First-Order Flatness and Improves Generalization. CoRR (2023)
Chang Zhang, Jing Li, Han Yu, Bin Liu
Autoencoded Elastic Wave-Equation Traveltime Inversion: Toward Reliable Near-Surface Tomogram. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Has Sun, Xiaoli Tang, Chengyi Yang, Zhenpeng Yu, Xiuli Wang, Qijie Ding, Zengxiang Li, Han Yu
Hierarchical Federated Learning Incentivization for Gas Usage Estimation. CoRR (2023)
Han Yu, Peng Cui, Yue He, Zheyan Shen, Yong Lin, Renzhe Xu, Xingxuan Zhang
Stable Learning via Sparse Variable Independence. AAAI (2023)
Xingxuan Zhang, Renzhe Xu, Han Yu, Yancheng Dong, Pengfei Tian, Peng Cui
Flatness-Aware Minimization for Domain Generalization. CoRR (2023)
Rui Liu, Yuanyuan Chen, Anran Li, Yi Ding, Han Yu, Cuntai Guan
Aggregating Intrinsic Information to Enhance BCI Performance through Federated Learning. CoRR (2023)
Liping Yi, Han Yu, Gang Wang, Xiaoguang Liu
pFedES: Model Heterogeneous Personalized Federated Learning with Feature Extractor Sharing. CoRR (2023)
Kwok-Leung Chan, Jingming Wang, Han Yu
A combination of background modeler and encoder-decoder CNN for background/foreground segregation in image sequence. Signal Image Video Process. 17 (4) (2023)
Han Yu, Zengliang Luo, Lunche Wang, Xiangyi Ding, Shaoqiang Wang
Improving the Accuracy of Flood Susceptibility Prediction by Combining Machine Learning Models and the Expanded Flood Inventory Data. Remote. Sens. 15 (14) (2023)
Yuanyuan Chen, Zichen Chen, Sheng Guo, Yansong Zhao, Zelei Liu, Pengcheng Wu, Chengyi Yang, Zengxiang Li, Han Yu
Efficient Training of Large-scale Industrial Fault Diagnostic Models through Federated Opportunistic Block Dropout. CoRR (2023)
Qiu Jianjie, Yichao Cai, Hao Li, Han Yu
A New Track Association Model Based on Uncertainty Distribution. IEEE Access 11 (2023)
Zachary D. King, Han Yu, Thomas Vaessen, Inez Myin-Germeys, Akane Sano
Towards the Understanding of Receptivity and Affect in EMAs using Physiological based Machine Learning Method: Analysis of Receptivity and Affect. CoRR (2023)
Anran Li, Rui Liu, Ming Hu, Luu Anh Tuan, Han Yu
Towards Interpretable Federated Learning. CoRR (2023)
Songtao Liu, Ziling Luo, Minghua Xu, Lixiao Wei, Ziyao Wei, Han Yu, Wei Xiang, Bang Wang
Ideology Takes Multiple Looks: A High-Quality Dataset for Multifaceted Ideology Detection. EMNLP (2023)
Ziang Tang, Zachary King, Alicia Choto Segovia, Han Yu, Gia Braddock, Asami Ito, Ryota Sakamoto, Motomu Shimaoka, Akane Sano
Burnout Prediction and Analysis in Shift Workers: Counterfactual Explanation Approach. BHI (2023)
Yang Lu, Han Yu, Wei Ni, Liang Song
3D real-time human reconstruction with a single RGBD camera. Appl. Intell. 53 (8) (2023)
Shanli Tan, Hao Cheng, Xiaohu Wu, Han Yu, Tiantian He, Yew-Soon Ong, Chongjun Wang, Xiaofeng Tao
FedCompetitors: Harmonious Collaboration in Federated Learning with Competing Participants. CoRR (2023)
Xingxuan Zhang, Renzhe Xu, Han Yu, Yancheng Dong, Pengfei Tian, Peng Cui
Flatness-Aware Minimization for Domain Generalization. ICCV (2023)
Congju Du, Zengqiang Yan, Han Yu, Li Yu, Zixiang Xiong
Hierarchical Associative Encoding and Decoding for Bottom-Up Human Pose Estimation. IEEE Trans. Circuits Syst. Video Technol. 33 (4) (2023)
Ziming Wang, Han Yu, Xiaoguang Zhu, Zengwen Li, Changxue Chen, Liang Song
Learning 3D Human Pose and Shape Estimation Using Uncertainty-Aware Body Part Segmentation. ICASSP (2023)
Han Yu, Ailong Wu, Zhigang Zeng
A Novel Approach to Discriminate Mean-Square Exponential Stability of Hybrid Stochastic Delay Differential Systems. IEEE Trans. Circuits Syst. II Express Briefs 70 (11) (2023)
Rakpong Kaewpuang, Minrui Xu, Dusit Niyato, Han Yu, Zehui Xiong, Jiawen Kang
Stochastic Qubit Resource Allocation for Quantum Cloud Computing. NOMS (2023)
Yunsong Xu, Han Yu, Zhengen Zhao
Matrix Manifold-Based Performance Monitoring of Automatic Control Systems. IEEE Trans. Syst. Man Cybern. Syst. 53 (1) (2023)
Xiaoya Guo, Chanjuan Gong, Yali Zhai, Han Yu, Jiantao Li, Haoliang Sun, Liang Wang, Dalin Tang
Biomechanical characterization of normal and pathological human ascending aortic tissues via biaxial testing Experiment, constitutive modeling and finite element analysis. Comput. Biol. Medicine 166 (2023)
Alan David Hutson, Han Yu
Exact inference around ordinal measures of association is often not exact. Comput. Methods Programs Biomed. 240 (2023)
Liping Yi, Gang Wang, Xiaoguang Liu, Zhuan Shi, Han Yu
FedGH: Heterogeneous Federated Learning with Generalized Global Header. CoRR (2023)
Han Yu, Hao Guo, Xinping Yi, Tommy Svensson
A Robust Approach to Dynamic Pilot Assignment in Distributed Massive MIMO Networks. SPAWC (2023)
Han Yu, Jing Li, Linda Holmer, Stephan J. Köhler
The Smart Predicting of Algal Concentration for Safer Drinking Water Production with Sensor Data. Sensors 23 (11) (2023)
Peipeng Wang, Xiuguo Zhang, Han Yu, Zhiying Cao
Interpretable prison term prediction with reinforce learning and attention. Appl. Intell. 53 (2) (2023)
Dengyu Wu, Gaojie Jin, Han Yu, Xinping Yi, Xiaowei Huang
Optimising Event-Driven Spiking Neural Network with Regularisation and Cutoff. CoRR (2023)
Han Yu, Akane Sano
Semi-Supervised Learning for Wearable-based Momentary Stress Detection in the Wild. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (2) (2023)
Tengyun Wang, Haizhi Yang, Yang Liu, Han Yu, Hengjie Song
A multimodal approach for improving market price estimation in online advertising. Knowl. Based Syst. 266 (2023)
Peikun Guo, Han Yu, Sruthi Gopinath Karicheri, Allen Kuncheria, Huiyuan Yang, Siena Blackwell, Zulfi Haneef, Akane Sano
Empowering Wearable Seizure Forecasting with Scheduled Sampling. BHI (2023)
Xiaoli Tang, Han Yu
Utility-Maximizing Bidding Strategy for Data Consumers in Auction-Based Federated Learning. ICME (2023)
Xiaoli Tang, Han Yu
Competitive-Cooperative Multi-Agent Reinforcement Learning for Auction-based Federated Learning. IJCAI (2023)
Sheng-Tung Tsai, Hongming Cai, Han Yu, Bingqing Shen, Lihong Jiang
A Scenario-aware Event Prediction Approach Based on Event Logic Graph in IoT Systems. CSCWD (2022)
Heng-Yi Li, Yabo Ni, Anxiang Zeng, Han Yu, Chunyan Miao
Prior-Guided Transfer Learning for Enhancing Item Representation in E-commerce. AAAI (2022)
Xiaojie Guo, Shugen Wang, Hanqing Zhao, Shiliang Diao, Jiajia Chen, Zhuoye Ding, Zhen He, Jianchao Lu, Yun Xiao, Bo Long, Han Yu, Lingfei Wu
Intelligent Online Selling Point Extraction for E-commerce Recommendation. AAAI (2022)
Khadija Zanna, Kusha Sridhar, Han Yu, Akane Sano
Bias Reducing Multitask Learning on Mental Health Prediction. ACII (2022)
Napat Ngoenriang, Minrui Xu, Sucha Supittayapornpong, Dusit Niyato, Han Yu, Xuemin Shen
Optimal Stochastic Resource Allocation for Distributed Quantum Computing. CoRR (2022)
Lingyu Yan, Menghan Sheng, Chunzhi Wang, Rong Gao, Han Yu
Hybrid neural networks based facial expression recognition for smart city. Multim. Tools Appl. 81 (1) (2022)
Dulmini Hettiarachchi, Ye Tian, Han Yu, Shunsuke Kamijo
Text Spotting towards Perceptually Aliased Urban Place Recognition. Multimodal Technol. Interact. 6 (11) (2022)
Xuan Rong Zane Ho, Wei Yang Bryan Lim, Hongchao Jiang, Jer Shyuan Ng, Han Yu, Zehui Xiong, Dusit Niyato, Chunyan Miao
Dynamic Incentive Mechanism Design for COVID-19 Social Distancing. AAAI (2022)
Zhaoyang Cao, Han Yu, Huiyuan Yang, Akane Sano
PiRL: Participant-Invariant Representation Learning for Healthcare. CoRR (2022)
Rui Liu, Han Yu
Federated Graph Neural Networks: Overview, Techniques and Challenges. CoRR (2022)
Minrui Xu, Wei Chong Ng, Dusit Niyato, Han Yu, Chunyan Miao, Dong In Kim, Xuemin Sherman Shen
Stochastic Resource Allocation in Quantum Key Distribution for Secure Federated Learning. GLOBECOM (2022)
Han Yu, Sherif M. Hanafy, Lulu Liu
A Weighted Closure-Phase Statics Correction Method: Synthetic and Field Data Examples. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Daifei Feng, Cicilia Helena, Wei Yang Bryan Lim, Jer Shyuan Ng, Hongchao Jiang, Zehui Xiong, Jiawen Kang, Han Yu, Dusit Niyato, Chunyan Miao
CrowdFL: A Marketplace for Crowdsourced Federated Learning. AAAI (2022)
Han Yu, Congju Du, Li Yu
Scale-aware heatmap representation for human pose estimation. Pattern Recognit. Lett. 154 (2022)
Han Yu, Zi-Ang Shen, Pu-Feng Du
NPI-RGCNAE: Fast Predicting ncRNA-Protein Interactions Using the Relational Graph Convolutional Network Auto-Encoder. IEEE J. Biomed. Health Informatics 26 (4) (2022)
Xu Guo, Boyang Li, Han Yu
Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation. CoRR (2022)
Min Zhu, Han Yu, Zhiyuan Liu, Bingqing Shen, Lihong Jiang, Hongming Cai
An intelligent collaboration framework of IoT applications based on event logic graph. Future Gener. Comput. Syst. 137 (2022)
Rakpong Kaewpuang, Minrui Xu, Dusit Niyato, Han Yu, Zehui Xiong, Xuemin Sherman Shen
Adaptive Resource Allocation in Quantum Key Distribution (QKD) for Federated Learning. CoRR (2022)
Rakpong Kaewpuang, Minrui Xu, Wei Yang Bryan Lim, Dusit Niyato, Han Yu, Jiawen Kang, Xuemin Sherman Shen
Cooperative Resource Management in Quantum Key Distribution (QKD) Networks for Semantic Communication. CoRR (2022)
Huiyuan Yang, Han Yu, Akane Sano
Empirical Evaluation of Data Augmentations for Biobehavioral Time Series Data with Deep Learning. CoRR (2022)
Yunsong Xu, Hao Luo, Han Yu
Real-time H∞ norm optimization of the linear time-invariant system. Autom. 144 (2022)
Yanci Zhang, Han Yu
Towards Verifiable Federated Learning. IJCAI (2022)
Guohui Li, Ming Dong, Lingfeng Ming, Changyin Luo, Han Yu, Xiaofei Hu, Bolong Zheng
Deep reinforcement learning based ensemble model for rumor tracking. Inf. Syst. 103 (2022)
Huiyuan Yang, Han Yu, Kusha Sridhar, Thomas Vaessen, Inez Myin-Germeys, Akane Sano
More to Less (M2L): Enhanced Health Recognition in the Wild with Reduced Modality of Wearable Sensors. EMBC (2022)
Yulan Gao, Ziqiang Ye, Han Yu, Zehui Xiong, Yue Xiao, Dusit Niyato
Multi-Resource Allocation for On-Device Distributed Federated Learning Systems. CoRR (2022)
Wang Lu, Jindong Wang, Han Yu, Lei Huang, Xiang Zhang, Yiqiang Chen, Xing Xie
FIXED: Frustratingly Easy Domain Generalization with Mixup. CoRR (2022)
Xingxuan Zhang, Yue He, Renzhe Xu, Han Yu, Zheyan Shen, Peng Cui
NICO++: Towards Better Benchmarking for Domain Generalization. CoRR (2022)
Tong Wu, Kezhu Song, Zhuo Chen, Hongwei Zhao, Han Yu
A software PAM4 clock data recovery algorithm for high-speed serial communication. IET Commun. 16 (4) (2022)
Jian-Yong Wang, Han Yu
Measure-Theoretic Probability of Complex Co-occurrence and E-Integral. CoRR (2022)
Han Yu, Jie Zhan, Libin Jiao, Jun-mei Han
Load balancing strategy for wireless multi-hotspot networks based on improved NSGA-II algorithm. NaNA (2022)
Han Yu, Peng Cui, Yue He, Zheyan Shen, Yong Lin, Renzhe Xu, Xingxuan Zhang
Stable Learning via Sparse Variable Independence. CoRR (2022)
Xingxuan Zhang, Yue He, Tan Wang, Jiaxin Qi, Han Yu, Zimu Wang, Jie Peng, Renzhe Xu, Zheyan Shen, Yulei Niu, Hanwang Zhang, Peng Cui
NICO Challenge: Out-of-Distribution Generalization for Image Recognition Challenges. ECCV Workshops (6) (2022)
Yuanyuan Chen, Zichen Chen, Pengcheng Wu, Han Yu
FedOBD: Opportunistic Block Dropout for Efficiently Training Large-scale Neural Networks through Federated Learning. CoRR (2022)
Tianmou Liu, Han Yu, Rachael Hageman Blair
Out-of-bag stability estimation for k-means clustering. Stat. Anal. Data Min. 15 (6) (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Han Yu