Han Yu

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 224

Top Venues

Publications

Anran Li, Jiahui Huang, Ju Jia, Hongyi Peng, Lan Zhang, Luu Anh Tuan, Han Yu, Xiang-Yang Li
Efficient and Privacy-Preserving Feature Importance-Based Vertical Federated Learning. IEEE Trans. Mob. Comput. 23 (6) (2024)
Chao Ren, Han Yu, Hongyi Peng, Xiaoli Tang, Anran Li, Yulan Gao, Alysa Ziying Tan, Bo Zhao, Xiaoxiao Li, Zengxiang Li, Qiang Yang
Advances and Open Challenges in Federated Learning with Foundation Models. CoRR (2024)
Xiaoli Tang, Han Yu
Efficient Large-Scale Personalizable Bidding for Multiagent Auction-Based Federated Learning. IEEE Internet Things J. 11 (15) (2024)
Jianfu Zhang, Qingtao Yu, Yizhou Chen, Guoliang Zhou, Yawen Liu, Yawei Sun, Chen Liang, Guangda Huzhang, Yabo Ni, Anxiang Zeng, Han Yu
An E-Commerce Dataset Revealing Variations during Sales. SIGIR (2024)
Xiaoli Tang, Han Yu, Xiaoxiao Li, Sarit Kraus
Intelligent Agents for Auction-based Federated Learning: A Survey. CoRR (2024)
Chao Ren, Han Yu, Rudai Yan, Qiaoqiao Li, Yan Xu, Dusit Niyato, Zhao Yang Dong
SecFedSA: A Secure Differential-Privacy-Based Federated Learning Approach for Smart Cyber-Physical Grid Stability Assessment. IEEE Internet Things J. 11 (4) (2024)
Yuxin Shi, Han Yu
Fairness-Aware Job Scheduling for Multi-Job Federated Learning. ICASSP (2024)
Chang Liu, Peng Hou, Anxiang Zeng, Han Yu
Transformer-Empowered Multi-Modal Item Embedding for Enhanced Image Search in E-commerce. AAAI (2024)
Yuxin Shi, Han Yu
Fairness-Aware Job Scheduling for Multi-Job Federated Learning. CoRR (2024)
Chao Ren, Rudai Yan, Minrui Xu, Han Yu, Yan Xu, Dusit Niyato, Zhao Yang Dong
QFDSA: A Quantum-Secured Federated Learning System for Smart Grid Dynamic Security Assessment. IEEE Internet Things J. 11 (5) (2024)
Zhiwei Xiong, Yunfan Zhang, Zhiqi Shen, Peiran Ren, Han Yu
Image Aesthetics Assessment Via Learnable Queries. ICASSP (2024)
Rakpong Kaewpuang, Minrui Xu, Wei Yang Bryan Lim, Dusit Niyato, Han Yu, Jiawen Kang, Xuemin Shen
Cooperative Resource Management in Quantum Key Distribution (QKD) Networks for Semantic Communication. IEEE Internet Things J. 11 (3) (2024)
Lingjuan Lyu, Han Yu, Xingjun Ma, Chen Chen, Lichao Sun, Jun Zhao, Qiang Yang, Philip S. Yu
Privacy and Robustness in Federated Learning: Attacks and Defenses. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Cong Su, Guoxian Yu, Jun Wang, Hui Li, Qingzhong Li, Han Yu
Multi-Dimensional Fair Federated Learning. AAAI (2024)
Xiaoli Tang, Han Yu, Xiaoxiao Li
Agent-oriented Joint Decision Support for Data Owners in Auction-based Federated Learning. CoRR (2024)
Liping Yi, Han Yu, Chao Ren, Heng Zhang, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
pFedAFM: Adaptive Feature Mixture for Batch-Level Personalization in Heterogeneous Federated Learning. CoRR (2024)
Qianyu Li, Bozheng Feng, Xiaoli Tang, Han Yu, Hengjie Song
MuLAN: Multi-level attention-enhanced matching network for few-shot knowledge graph completion. Neural Networks 174 (2024)
Hongyi Peng, Han Yu, Xiaoli Tang, Xiaoxiao Li
FedCal: Achieving Local and Global Calibration in Federated Learning via Aggregated Parameterized Scaler. CoRR (2024)
Hao Sun, Xiaoli Tang, Chengyi Yang, Zhenpeng Yu, Xiuli Wang, Qijie Ding, Zengxiang Li, Han Yu
HiFi-Gas: Hierarchical Federated Learning Incentive Mechanism Enhanced Gas Usage Estimation. AAAI (2024)
Sheng Liu, Linlin You, Rui Zhu, Bing Liu, Liu Rui, Han Yu, Chau Yuen
AFM3D: An Asynchronous Federated Meta-Learning Framework for Driver Distraction Detection. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Yuliang Shi, Lin Cheng, Cheng Jiang, Hui Zhang, Guifeng Li, Xiaoli Tang, Han Yu, Zhiqi Shen, Cyril Leung
IBCA: An Intelligent Platform for Social Insurance Benefit Qualification Status Assessment. AAAI (2024)
Zhiwei Xiong, Yunfan Zhang, Zhiqi Shen, Peiran Ren, Han Yu
Multi-modal Learnable Queries for Image Aesthetics Assessment. CoRR (2024)
Yulan Gao, Chao Ren, Han Yu
Fairness-Aware Multi-Server Federated Learning Task Delegation over Wireless Networks. CoRR (2024)
Chao Ren, Chunran Zou, Zehui Xiong, Han Yu, Zhao Yang Dong, Dusit Niyato
Achieving 500X Acceleration for Adversarial Robustness Verification of Tree-Based Smart Grid Dynamic Security Assessment. IEEE CAA J. Autom. Sinica 11 (3) (2024)
Yulan Gao, Ziqiang Ye, Han Yu
Cost-Efficient Computation Offloading in SAGIN: A Deep Reinforcement Learning and Perception-Aided Approach. CoRR (2024)
Liping Yi, Xiaorong Shi, Nan Wang, Gang Wang, Xiaoguang Liu, Zhuan Shi, Han Yu
pFedKT: Personalized federated learning with dual knowledge transfer. Knowl. Based Syst. 292 (2024)
Irwin King, Guodong Long, Zenglin Xu, Han Yu
FL@FM-TheWebConf'24: International Workshop on Federated Foundation Models for the Web. WWW (Companion Volume) (2024)
Anran Li, Yuanyuan Chen, Jian Zhang, Mingfei Cheng, Yihao Huang, Yueming Wu, Anh Tuan Luu, Han Yu
Historical Embedding-Guided Efficient Large-Scale Federated Graph Learning. Proc. ACM Manag. Data 2 (3) (2024)
Rui Liu, Yuanyuan Chen, Anran Li, Yi Ding, Han Yu, Cuntai Guan
Aggregating intrinsic information to enhance BCI performance through federated learning. Neural Networks 172 (2024)
Zichao Deng, Han Yu
Noise-Resistant Graph Neural Network for Node Classification. ICASSP (2024)
Xavier Tan, Wei Yang Bryan Lim, Dusit Niyato, Han Yu
Reputation-Aware Opportunistic Budget Optimization for Auction-based Federation Learning. IJCNN (2023)
Lin Cheng, Yuliang Shi, Lin Li, Han Yu, Xinjun Wang, Zhongmin Yan
KLECA: knowledge-level-evolution and category-aware personalized knowledge recommendation. Knowl. Inf. Syst. 65 (3) (2023)
Zhiwei Xiong, Han Yu, Zhiqi Shen
Federated Learning for Personalized Image Aesthetics Assessment. ICME (2023)
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 and generation for e-commerce recommendation. AI Mag. 44 (1) (2023)
Rakpong Kaewpuang, Suttinee Sawadsitang, Dusit Niyato, Han Yu
Evolutionary Carrier Selection for Shared Truck Delivery Services. IEEE Trans. Veh. Technol. 72 (5) (2023)
Yizhou Chen, Anxiang Zeng, Guangda Huzhang, Qingtao Yu, Kerui Zhang, Yuanpeng Cao, Kangle Wu, Han Yu, Zhiming Zhou
Recurrent Temporal Revision Graph Networks. 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. WWW (2023)
Chang Liu, Han Yu
AI-Empowered Persuasive Video Generation: A Survey. ACM Comput. Surv. 55 (13s) (2023)
Rakpong Kaewpuang, Minrui Xu, Stephen John Turner, Dusit Niyato, Han Yu, Dong In Kim
Entangled Pair Resource Allocation under Uncertain Fidelity Requirements. CoRR (2023)
Chang'an Yi, Haotian Chen, Yonghui Xu, Huanhuan Chen, Yong Liu, Haishu Tan, Yuguang Yan, Han Yu
Multicomponent Adversarial Domain Adaptation: A General Framework. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Hongli Bian, Jie Tian, Jialiang Yu, Han Yu
Bayesian Co-evolutionary Optimization based entropy search for high-dimensional many-objective optimization. Knowl. Based Syst. 274 (2023)
Alysa Ziying Tan, Han Yu, Lizhen Cui, Qiang Yang
Towards Personalized Federated Learning. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Jiehuang Zhang, Han Yu
EID: Facilitating Explainable AI Design Discussions in Team-Based Settings. Int. J. Crowd Sci. 7 (2) (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. AAAI (2023)
Pengwei Xing, Songtao Lu, Han Yu
FedLogic: Interpretable Federated Multi-Domain Chain-of-Thought Prompt Selection for Large Language Models. CoRR (2023)
Anran Li, Yue Cao, Jiabao Guo, Hongyi Peng, Qing Guo, Han Yu
FedCSS: Joint Client-and-Sample Selection for Hard Sample-Aware Noise-Robust Federated Learning. Proc. ACM Manag. Data 1 (3) (2023)
Yu Guo, Ryan Wen Liu, Jiangtian Nie, Lingjuan Lyu, Zehui Xiong, Jiawen Kang, Han Yu, Dusit Niyato
DADFNet: Dual Attention and Dual Frequency-Guided Dehazing Network for Video-Empowered Intelligent Transportation. CoRR (2023)
Yanyan Zou, Xueying Zhang, Jing Zhou, Shiliang Diao, Jiajia Chen, Zhuoye Ding, Zhen He, Xueqi He, Yun Xiao, Bo Long, Mian Ma, Sulong Xu, Han Yu, Lingfei Wu
Automatic product copywriting for e-commerce. AI Mag. 44 (1) (2023)
Rakpong Kaewpuang, Minrui Xu, Dinh Thai Hoang, Dusit Niyato, Han Yu, Ruidong Li, Zehui Xiong, Jiawen Kang
Elastic Entangled Pair and Qubit Resource Management in Quantum Cloud Computing. CoRR (2023)
Liping Yi, Gang Wang, Xiaoguang Liu, Zhuan Shi, Han Yu
FedGH: Heterogeneous Federated Learning with Generalized Global Header. ACM Multimedia (2023)
Ziqiang Ye, Yulan Gao, Yue Xiao, Minrui Xu, Han Yu, Dusit Niyato
Smart Healthcare with Hybrid Mobile Edge-Quantum Computing: Dynamic Computation Offloading for Latency Improvement. VTC Fall (2023)
Zhiwei Xiong, Yunfan Zhang, Zhiqi Shen, Peiran Ren, Han Yu
Image Aesthetics Assessment via Learnable Queries. CoRR (2023)
Rakpong Kaewpuang, Suttinee Sawadsitang, Dusit Niyato, Han Yu
Evolutionary Carrier Selection for Shared Truck Delivery Services. CoRR (2023)
Yu Guo, Ryan Wen Liu, Yuxu Lu, Jiangtian Nie, Lingjuan Lyu, Zehui Xiong, Jiawen Kang, Han Yu, Dusit Niyato
Haze Visibility Enhancement for Promoting Traffic Situational Awareness in Vision-Enabled Intelligent Transportation. IEEE Trans. Veh. Technol. 72 (12) (2023)
Yuxin Shi, Zelei Liu, Zhuan Shi, Han Yu
Fairness-Aware Client Selection for Federated Learning. ICME (2023)
Yuxin Zhang, Jindong Wang, Yiqiang Chen, Han Yu, Tao Qin
Adaptive Memory Networks With Self-Supervised Learning for Unsupervised Anomaly Detection. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Haizhi Yang, Tengyun Wang, Xiaoli Tang, Han Yu, Fei Liu, Hengjie Song
Dynamically Optimizing Display Advertising Profits Under Diverse Budget Settings. IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Liping Yi, Han Yu, Gang Wang, Xiaoguang Liu
FedLoRA: Model-Heterogeneous Personalized Federated Learning with LoRA Tuning. CoRR (2023)
Shaojun Chen, Xavier Tan, Wei Yang Bryan Lim, Zehui Xiong, Han Yu
Privacy Budget-Aware Incentive Mechanism for Federated Learning in Intelligent Transportation Systems. ICC (2023)
Ziqiang Ye, Yulan Gao, Yue Xiao, Minrui Xu, Han Yu, Dusit Niyato
Cost-Effective Task Offloading Scheduling for Hybrid Mobile Edge-Quantum Computing. CoRR (2023)
Xiaoli Tang, Han Yu
Multi-Session Budget Optimization for Forward Auction-based Federated Learning. CoRR (2023)
Yuan-Ai Xie, Jiawen Kang, Dusit Niyato, Nguyen Thi Thanh Van, Nguyen Cong Luong, Zhixin Liu, Han Yu
Securing Federated Learning: A Covert Communication-Based Approach. IEEE Netw. 37 (1) (2023)
Zhuan Shi, Zhenyu Yao, Liping Yi, Han Yu, Lan Zhang, Xiang-Yang Alex Liu
FedWM: Federated Crowdsourcing Workforce Management Service for Productive Laziness. ICWS (2023)
Jihu Wang, Yuliang Shi, Han Yu, Kun Zhang, Xinjun Wang, Zhongmin Yan, Hui Li
Temporal Density-aware Sequential Recommendation Networks with Contrastive Learning. Expert Syst. Appl. 211 (2023)
Jiehuang Zhang, Ying Shu, Han Yu
Fairness in Design: A Framework for Facilitating Ethical Artificial Intelligence Designs. Int. J. Crowd Sci. 7 (1) (2023)
Cong Su, Guoxian Yu, Jun Wang, Hui Li, Qingzhong Li, Han Yu
Multi-dimensional Fair Federated Learning. CoRR (2023)
Yizhou Chen, Anxiang Zeng, Qingtao Yu, Kerui Zhang, Yuanpeng Cao, Kangle Wu, Guangda Huzhang, Han Yu, Zhiming Zhou
Recurrent Temporal Revision Graph Networks. NeurIPS (2023)
Xavier Tan, Han Yu
Hire When You Need to: Gradual Participant Recruitment for Auction-based Federated Learning. CoRR (2023)
Yulan Gao, Yansong Zhao, Han Yu
Multi-Tier Client Selection for Mobile Federated Learning Networks. ICME (2023)
Xiaoli Tang, Han Yu
Utility-Maximizing Bidding Strategy for Data Consumers in Auction-based Federated Learning. CoRR (2023)
Chao Ren, Tianjing Wang, Han Yu, Yan Xu, Zhao Yang Dong
EFedDSA: An Efficient Differential Privacy-Based Horizontal Federated Learning Approach for Smart Grid Dynamic Security Assessment. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (3) (2023)
Guangda Huzhang, Zhen-Jia Pang, Yongqing Gao, Yawen Liu, Weijie Shen, Wen-Ji Zhou, Qianying Lin, Qing Da, Anxiang Zeng, Han Yu, Yang Yu, Zhi-Hua Zhou
AliExpress Learning-to-Rank: Maximizing Online Model Performance Without Going Online. IEEE Trans. Knowl. Data Eng. 35 (2) (2023)
Jihu Wang, Yuliang Shi, Han Yu, Zhongmin Yan, Hui Li, Zhenjie Chen
A novel KG-based recommendation model via relation-aware attentional GCN. Knowl. Based Syst. 275 (2023)
Rakpong Kaewpuang, Minrui Xu, Dusit Niyato, Han Yu, Zehui Xiong, Xuemin Sherman Shen
Adaptive Resource Allocation in Quantum Key Distribution (QKD) for Federated Learning. ICNC (2023)
Chang Liu, Peng Hou, Anxiang Zeng, Han Yu
Transformer-empowered Multi-modal Item Embedding for Enhanced Image Search in E-Commerce. CoRR (2023)
Zelei Liu, Yuanyuan Chen, Yansong Zhao, Han Yu, Yang Liu, Renyi Bao, Jinpeng Jiang, Zaiqing Nie, Qian Xu, Qiang Yang
CAreFL: Enhancing smart healthcare with Contribution-Aware Federated Learning. AI Mag. 44 (1) (2023)
Yuxin Shi, Zelei Liu, Zhuan Shi, Han Yu
Fairness-Aware Client Selection for Federated Learning. CoRR (2023)
Jihu Wang, Yuliang Shi, Han Yu, Xinjun Wang, Zhongmin Yan, Fanyu Kong
Mixed-Curvature Manifolds Interaction Learning for Knowledge Graph-aware Recommendation. SIGIR (2023)
Zi Qin Liew, Hongyang Du, Wei Yang Bryan Lim, Zehui Xiong, Dusit Niyato, Han Yu
Economics of Semantic Communication in Metaverse: An Auction Approach. CCNC (2023)
Yulan Gao, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Han Yu
The Prospect of Enhancing Large-Scale Heterogeneous Federated Learning with Transformers. CoRR (2023)
Shipeng Wang, Qingzhong Li, Lizhen Cui, Yali Jiang, Zhiqi Shen, Han Yu
CSP-RM: Reputation Management Decision Support for Crowdsourcing Service Providers. ICWS (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. INFOCOM (2023)
Yulan Gao, Yansong Zhao, Han Yu
Multi-Tier Client Selection for Mobile Federated Learning Networks. CoRR (2023)
Qianyu Li, Jiale Yao, Xiaoli Tang, Han Yu, Siyu Jiang, Haizhi Yang, Hengjie Song
Capsule neural tensor networks with multi-aspect information for Few-shot Knowledge Graph Completion. Neural Networks 164 (2023)
Xiaoli Tang, Han Yu
Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning. CoRR (2022)
Chunyu Hu, Yiqiang Chen, Lisha Hu, Han Yu, Dianjie Lu
Disagreement-based class incremental random forest for sensor-based activity recognition. Knowl. Based Syst. 239 (2022)
Rakpong Kaewpuang, Minrui Xu, Dusit Niyato, Han Yu, Zehui Xiong
Resource Allocation in Quantum Key Distribution (QKD) for Space-Air-Ground Integrated Networks. CAMAD (2022)
Xianshuai Cao, Yuliang Shi, Jihu Wang, Han Yu, Xinjun Wang, Zhongmin Yan
Cross-modal Knowledge Graph Contrastive Learning for Machine Learning Method Recommendation. ACM Multimedia (2022)
Ruli Xu, Ryan Wen Liu, Jiangtian Nie, Xianjun Deng, Zehui Xiong, Wenchao Jiang, Han Yu, Dusit Niyato
AIS Data-Based Efficient Ship Trajectory Clustering. ISPA/BDCloud/SocialCom/SustainCom (2022)
Ryan Wen Liu, Maohan Liang, Jiangtian Nie, Yanli Yuan, Zehui Xiong, Han Yu, Nadra Guizani
STMGCN: Mobile Edge Computing-Empowered Vessel Trajectory Prediction Using Spatio-Temporal Multigraph Convolutional Network. IEEE Trans. Ind. Informatics 18 (11) (2022)
Jingxiang Qu, Ryan Wen Liu, Jiangtian Nie, Xianjun Deng, Zehui Xiong, Yang Zhang, Han Yu, Dusit Niyato
Edge Computing-Enabled Multi-Sensor Data Fusion for Intelligent Surveillance in Maritime Transportation Systems. DASC/PiCom/CBDCom/CyberSciTech (2022)
Tengyun Wang, Haizhi Yang, Siyu Jiang, Yueyue Shi, Qianyu Li, Xiaoli Tang, Han Yu, Hengjie Song
Kaplan-Meier Markov network: Learning the distribution of market price by censored data in online advertising. Knowl. Based Syst. 251 (2022)
Yulan Gao, Ziqiang Ye, Han Yu, Zehui Xiong, Yue Xiao, Dusit Niyato
Multi-Resource Allocation for On-Device Distributed Federated Learning Systems. GLOBECOM (2022)
Yuxin Zhang, Jindong Wang, Yiqiang Chen, Han Yu, Tao Qin
Adaptive Memory Networks with Self-supervised Learning for Unsupervised Anomaly Detection. CoRR (2022)
Shenglai Zeng, Zonghang Li, Hongfang Yu, Yihong He, Zenglin Xu, Dusit Niyato, Han Yu
Heterogeneous Federated Learning via Grouped Sequential-to-Parallel Training. DASFAA (2) (2022)
Zelei Liu, Yuanyuan Chen, Han Yu, Yang Liu, Lizhen Cui
GTG-Shapley: Efficient and Accurate Participant Contribution Evaluation in Federated Learning. ACM Trans. Intell. Syst. Technol. 13 (4) (2022)
Xu Guo, Han Yu, Boyang Li, Hao Wang, Pengwei Xing, Siwei Feng, Zaiqing Nie, Chunyan Miao
Federated Learning for Personalized Humor Recognition. ACM Trans. Intell. Syst. Technol. 13 (4) (2022)
Siwei Feng, Boyang Li, Han Yu, Yang Liu, Qiang Yang
Semi-Supervised Federated Heterogeneous Transfer Learning. Knowl. Based Syst. 252 (2022)
Shenglai Zeng, Zonghang Li, Hongfang Yu, Yihong He, Zenglin Xu, Dusit Niyato, Han Yu
Heterogeneous Federated Learning via Grouped Sequential-to-Parallel Training. CoRR (2022)
Ryan Wen Liu, Yu Guo, Jiangtian Nie, Qin Hu, Zehui Xiong, Han Yu, Mohsen Guizani
Intelligent Edge-Enabled Efficient Multi-Source Data Fusion for Autonomous Surface Vehicles in Maritime Internet of Things. IEEE Trans. Green Commun. Netw. 6 (3) (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Han Yu