Leye Wang

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 148

Top Venues

CoRR

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

IEEE Internet Things J.

IEEE Trans. Mob. Comput.

Telecom & Management SudParis, Évry, Essonne, France (PHD)

Education History

Telecom & Management SudParis, Évry, Essonne, France

PHD

Publications

Yucheng Wu, Leye Wang, Xiao Han, Han-Jia Ye
Graph Contrastive Learning with Cohesive Subgraph Awareness. CoRR (2024)
Tianben Wang, Zhisheng Wang, Xiantao Liu, Wenbo Liu, Leye Wang, Yuanqing Zheng, Jin Hu, Tao Gu, Daqing Zhang
OmniResMonitor: Omnimonitoring of Human Respiration using Acoustic Multipath Reflection. IEEE Trans. Mob. Comput. 23 (5) (2024)
Ruiyang Gao, Wenwei Li, Jinyi Liu, Shuyu Dai, Mi Zhang, Leye Wang, Daqing Zhang
WiCGesture: Meta-Motion-Based Continuous Gesture Recognition With Wi-Fi. IEEE Internet Things J. 11 (9) (2024)
Liyue Chen, Jiangyi Fang, Tengfei Liu, Shaosheng Cao, Leye Wang
A Unified Model for Spatio-Temporal Prediction Queries with Arbitrary Modifiable Areal Units. CoRR (2024)
Yufei Wang, Wenting Zeng, Changzhen Liu, Zhuohan Ye, Jiawei Sun, Junxiang Ji, Zhihan Jiang, Xianyi Yan, Yongyi Wu, Yigao Wang, Dingqi Yang, Leye Wang, Daqing Zhang, Cheng Wang, Longbiao Chen
CrowdBot: An Open-Environment Robot Management System for On-Campus Services. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8 (2) (2024)
Linian Wang, Anlan Yu, Jianghong Liu, Huibing Zhang, Leye Wang
YUI: Day-ahead Electricity Price Forecasting Using Invariance Simplified Supply and Demand Curve. CoRR (2024)
Di Chai, Junxue Zhang, Liu Yang, Yilun Jin, Leye Wang, Kai Chen, Qiang Yang
Efficient Decentralized Federated Singular Vector Decomposition. USENIX ATC (2024)
Zhenghong Wang, Sijie Ruan, Tianqiang Huang, Haoyi Zhou, Shanghang Zhang, Yi Wang, Leye Wang, Zhou Huang, Yu Liu
A lightweight multi-layer perceptron for efficient multivariate time series forecasting. Knowl. Based Syst. 288 (2024)
Xiao Han, Yuncong Yang, Leye Wang, Junjie Wu
Privacy-Preserving Network Embedding Against Private Link Inference Attacks. IEEE Trans. Dependable Secur. Comput. 21 (2) (2024)
Yucheng Wu, Leye Wang, Xiao Han, Han-Jia Ye
Graph Contrastive Learning with Cohesive Subgraph Awareness. WWW (2024)
Yue Cui, Chung-ju Huang, Yuzhu Zhang, Leye Wang, Lixin Fan, Xiaofang Zhou, Qiang Yang
A Survey on Contribution Evaluation in Vertical Federated Learning. CoRR (2024)
Zhenghong Wang, Yi Wang, Furong Jia, Fan Zhang, Nikita Klimenko, Leye Wang, Zhengbing He, Zhou Huang, Yu Liu
Spatiotemporal Fusion Transformer for large-scale traffic forecasting. Inf. Fusion 107 (2024)
Liyue Chen, Jiangyi Fang, Tengfei Liu, Shaosheng Cao, Leye Wang
A Unified Model for Spatio-Temporal Prediction Queries with Arbitrary Modifiable Areal Units. ICDE (2024)
Xianwei Guo, Chunyu Tu, Yongtao Hao, Zhiyong Yu, Fangwan Huang, Leye Wang
Online User Recruitment With Adaptive Budget Segmentation in Sparse Mobile Crowdsensing. IEEE Internet Things J. 11 (5) (2024)
Jie Zhu, Jirong Zha, Ding Li, Leye Wang
A Unified Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability. CoRR (2024)
Yucheng Wu, Liyue Chen, Yu Cheng, Shuai Chen, Jinyu Xu, Leye Wang
Efficient User Sequence Learning for Online Services via Compressed Graph Neural Networks. CoRR (2024)
Chunyu Tu, Zhiyong Yu, Lei Han, Xianwei Guo, Fangwan Huang, Wenzhong Guo, Leye Wang
Adaptive Budgeting for Collaborative Multi-Task Data Collection in Online Sparse Crowdsensing. IEEE Trans. Mob. Comput. 23 (7) (2024)
Jie Zhu, Leye Wang, Xiao Han, Anmin Liu, Tao Xie
Safety and Performance, Why Not Both? Bi-Objective Optimized Model Compression against Heterogeneous Attacks Toward AI Software Deployment. CoRR (2024)
Jie Zhu, Leye Wang, Xiao Han, Anmin Liu, Tao Xie
Safety and Performance, Why Not Both? Bi-Objective Optimized Model Compression Against Heterogeneous Attacks Toward AI Software Deployment. IEEE Trans. Software Eng. 50 (3) (2024)
Wenwei Li, Ruiyang Gao, Jie Xiong, Jiarun Zhou, Leye Wang, Xingjian Mao, Enze Yi, Daqing Zhang
WiFi-CSI Difference Paradigm: Achieving Efficient Doppler Speed Estimation for Passive Tracking. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8 (2) (2024)
Liyue Chen, Linian Wang, Jinyu Xu, Shuai Chen, Weiqiang Wang, Wenbiao Zhao, Qiyu Li, Leye Wang
Knowledge-inspired Subdomain Adaptation for Cross-Domain Knowledge Transfer. CIKM (2023)
Chengwu Liao, Chao Chen, Suiming Guo, Leye Wang, Fuqiang Gu, Jing Luo, Ke Xu
Enriching Large-Scale Trips With Fine-Grained Travel Purposes: A Semi-Supervised Deep Graph Embedding Framework. IEEE Trans. Intell. Transp. Syst. 24 (11) (2023)
Leye Wang, Guanghong Fan, Xiao Han
Federated Truth Discovery for Mobile Crowdsensing with Privacy-Preserving Trustworthiness Assessment. IEEE Data Eng. Bull. 46 (1) (2023)
Weiyan Shi, Xuanzhi Wang, Kai Niu, Leye Wang, Daqing Zhang
WiCross: I Can Know When You Cross Using COTS WiFi Devices. UbiComp/ISWC Adjunct (2023)
Leye Wang, Di Chai, Xuanzhe Liu, Liyue Chen, Kai Chen
Exploring the Generalizability of Spatio-Temporal Traffic Prediction: Meta-Modeling and an Analytic Framework. IEEE Trans. Knowl. Data Eng. 35 (4) (2023)
Di Chai, Leye Wang, Liu Yang, Junxue Zhang, Kai Chen, Qiang Yang
A Survey for Federated Learning Evaluations: Goals and Measures. CoRR (2023)
Liyue Chen, Linian Wang, Jinyu Xu, Shuai Chen, Weiqiang Wang, Wenbiao Zhao, Qiyu Li, Leye Wang
Knowledge-inspired Subdomain Adaptation for Cross-Domain Knowledge Transfer. CoRR (2023)
Liyue Chen, Jiangyi Fang, Zhe Yu, Yongxin Tong, Shaosheng Cao, Leye Wang
A Data-driven Region Generation Framework for Spatiotemporal Transportation Service Management. CoRR (2023)
Jun-Peng Jiang, Han-Jia Ye, Leye Wang, Yang Yang, Yuan Jiang, De-Chuan Zhan
On Transferring Expert Knowledge from Tabular Data to Images. UniReps (2023)
Liyue Chen, Di Chai, Leye Wang
UCTB: An Urban Computing Tool Box for Spatiotemporal Crowd Flow Prediction. CoRR (2023)
Ruiqing Ding, Fangjie Rong, Xiao Han, Leye Wang
Cross-center Early Sepsis Recognition by Medical Knowledge Guided Collaborative Learning for Data-scarce Hospitals. CoRR (2023)
Jie Zhu, Jiyang Qi, Mingyu Ding, Xiaokang Chen, Ping Luo, Xinggang Wang, Wenyu Liu, Leye Wang, Jingdong Wang
Understanding Self-Supervised Pretraining with Part-Aware Representation Learning. CoRR (2023)
Ruiqing Ding, Xiao Han, Leye Wang
A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks. ACL (Findings) (2023)
Jie Zhu, Jiyang Qi, Mingyu Ding, Xiaokang Chen, Ping Luo, Xinggang Wang, Wenyu Liu, Leye Wang, Jingdong Wang
Understanding Self-Supervised Pretraining with Part-Aware Representation Learning. Trans. Mach. Learn. Res. 2023 (2023)
Ruiqing Ding, Yu Zhou, Jie Xu, Yan Xie, Qiqiang Liang, He Ren, Yixuan Wang, Yanlin Chen, Leye Wang, Man Huang
Cross-Hospital Sepsis Early Detection via Semi-Supervised Optimal Transport With Self-Paced Ensemble. IEEE J. Biomed. Health Informatics 27 (6) (2023)
Chung-ju Huang, Leye Wang, Xiao Han
Vertical Federated Knowledge Transfer via Representation Distillation for Healthcare Collaboration Networks. CoRR (2023)
Xiao Han, Leye Wang, Weiguo Fan
Cost-Effective Social Media Influencer Marketing. INFORMS J. Comput. 35 (1) (2023)
Liyue Chen, Jiangyi Fang, Zhe Yu, Yongxin Tong, Shaosheng Cao, Leye Wang
A Data-driven Region Generation Framework for Spatiotemporal Transportation Service Management. KDD (2023)
Yan Liu, Anlan Yu, Leye Wang, Bin Guo, Yang Li, Enze Yi, Daqing Zhang
UniFi: A Unified Framework for Generalizable Gesture Recognition with Wi-Fi Signals Using Consistency-guided Multi-View Networks. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (4) (2023)
Ruiqing Ding, Fangjie Rong, Xiao Han, Leye Wang
Cross-center Early Sepsis Recognition by Medical Knowledge Guided Collaborative Learning for Data-scarce Hospitals. WWW (2023)
Jie Zhu, Huabin Huang, Banghuai Li, Leye Wang
E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic Segmentation. ICLR (2023)
Chung-ju Huang, Leye Wang, Xiao Han
Vertical Federated Knowledge Transfer via Representation Distillation for Healthcare Collaboration Networks. WWW (2023)
Liu Yang, Di Chai, Junxue Zhang, Yilun Jin, Leye Wang, Hao Liu, Han Tian, Qian Xu, Kai Chen
A Survey on Vertical Federated Learning: From a Layered Perspective. CoRR (2023)
Leye Wang
The Principle of Least Sensing: A Privacy-Friendly Sensing Paradigm for Urban Big Data Analytics. CoRR (2022)
Shuowei Cai, Di Chai, Liu Yang, Junxue Zhang, Yilun Jin, Leye Wang, Kun Guo, Kai Chen
Secure Forward Aggregation for Vertical Federated Neural Networks. FL@IJCAI (2022)
Leye Wang
The principle of least sensing: a privacy-friendly sensing paradigm for urban big data analytics. XRDS 28 (3) (2022)
Shuowei Cai, Di Chai, Liu Yang, Junxue Zhang, Yilun Jin, Leye Wang, Kun Guo, Kai Chen
Secure Forward Aggregation for Vertical Federated Neural Networks. CoRR (2022)
Jie Zhu, Leye Wang, Xiao Han
Safety and Performance, Why not Both? Bi-Objective Optimized Model Compression toward AI Software Deployment. CoRR (2022)
Liu Yang, Junxue Zhang, Di Chai, Leye Wang, Kun Guo, Kai Chen, Qiang Yang
Practical and Secure Federated Recommendation with Personalized Mask. FL@IJCAI (2022)
Di Chai, Leye Wang, Kai Chen, Qiang Yang
Efficient Federated Matrix Factorization Against Inference Attacks. ACM Trans. Intell. Syst. Technol. 13 (4) (2022)
Ruiqing Ding, Xiao Han, Leye Wang
A Unified Knowledge Graph Service for Developing Domain Language Models in AI Software. CoRR (2022)
Ruiyang Gao, Wenwei Li, Yaxiong Xie, Enze Yi, Leye Wang, Dan Wu, Daqing Zhang
Towards Robust Gesture Recognition by Characterizing the Sensing Quality of WiFi Signals. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (1) (2022)
Xiao Han, Leye Wang, Junjie Wu, Yuncong Yang
Large-Scale Privacy-Preserving Network Embedding against Private Link Inference Attacks. CoRR (2022)
Di Chai, Leye Wang, Junxue Zhang, Liu Yang, Shuowei Cai, Kai Chen, Qiang Yang
Practical Lossless Federated Singular Vector Decomposition over Billion-Scale Data. KDD (2022)
Jie Zhu, Leye Wang, Xiao Han
Safety and Performance, Why not Both? Bi-Objective Optimized Model Compression toward AI Software Deployment. ASE (2022)
Jinyi Liu, Youwei Zeng, Tao Gu, Leye Wang, Daqing Zhang
WiPhone: Smartphone-based Respiration Monitoring Using Ambient Reflected WiFi Signals. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (1) (2021)
Leye Wang, Dingqi Yang, Xiao Han, Daqing Zhang, Xiaojuan Ma
Mobile Crowdsourcing Task Allocation with Differential-and-Distortion Geo-Obfuscation. IEEE Trans. Dependable Secur. Comput. 18 (2) (2021)
Xiao Han, Leye Wang, Weiguo Fan
Is Hidden Safe? Location Protection against Machine-Learning Prediction Attacks in Social Networks. MIS Q. 45 (2) (2021)
Bingyan Liu, Yifeng Cai, Ziqi Zhang, Yuanchun Li, Leye Wang, Ding Li, Yao Guo, Xiangqun Chen
DistFL: Distribution-aware Federated Learning for Mobile Scenarios. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (4) (2021)
Jie Zhu, Huabin Huang, Banghuai Li, Leye Wang
ES-CRF: Embedded Superpixel CRF for Semantic Segmentation. CoRR (2021)
Xiao Han, Leye Wang, Junjie Wu
Data Valuation for Vertical Federated Learning: An Information-Theoretic Approach. CoRR (2021)
Jie Zhu, Huabin Huang, Banghuai Li, Yong Liu, Leye Wang
MSP : Refine Boundary Segmentation via Multiscale Superpixel. CoRR (2021)
Xu Geng, Yilun Jin, Zhengfei Zheng, Yu Yang, Yexin Li, Han Tian, Peibo Duan, Leye Wang, Jiannong Cao, Hai Yang, Qiang Yang, Kai Chen
CityNet: A Multi-city Multi-modal Dataset for Smart City Applications. CoRR (2021)
Liyue Chen, Leye Wang
Exploring Context Modeling Techniques on the Spatiotemporal Crowd Flow Prediction. CoRR (2021)
Di Chai, Leye Wang, Kai Chen, Qiang Yang
Secure Federated Matrix Factorization. IEEE Intell. Syst. 36 (5) (2021)
Ruiyang Gao, Mi Zhang, Jie Zhang, Yang Li, Enze Yi, Dan Wu, Leye Wang, Daqing Zhang
Towards Position-Independent Sensing for Gesture Recognition with Wi-Fi. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (2) (2021)
Ruiqing Ding, Yu Zhou, Jie Xu, Yan Xie, Qiqiang Liang, He Ren, Yixuan Wang, Yanlin Chen, Leye Wang, Man Huang
Semi-supervised Optimal Transport with Self-paced Ensemble for Cross-hospital Sepsis Early Detection. CoRR (2021)
Jiangtao Wang, Leye Wang, Yanhui Song
Crowd-Machine Hybrid Urban Sensing and Computing. Computer 54 (4) (2021)
Longbiao Chen, Chenhui Lu, Fangxu Yuan, Zhihan Jiang, Leye Wang, Daqing Zhang, Ruixiang Luo, Xiaoliang Fan, Cheng Wang
UVLens: Urban Village Boundary Identification and Population Estimation Leveraging Open Government Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (2) (2021)
Bingyan Liu, Yifeng Cai, Ziqi Zhang, Yuanchun Li, Leye Wang, Ding Li, Yao Guo, Xiangqun Chen
DistFL: Distribution-aware Federated Learning for Mobile Scenarios. CoRR (2021)
Di Chai, Leye Wang, Lianzhi Fu, Junxue Zhang, Kai Chen, Qiang Yang
Federated Singular Vector Decomposition. CoRR (2021)
Bohan Yu, Yuxiang Wang, Kai Niu, Youwei Zeng, Tao Gu, Leye Wang, Cuntai Guan, Daqing Zhang
WiFi-Sleep: Sleep Stage Monitoring Using Commodity Wi-Fi Devices. IEEE Internet Things J. 8 (18) (2021)
Leye Wang, Ouri Wolfson
Grand challenges for the spatial information community. J. Spatial Inf. Sci. 20 (1) (2020)
Di Chai, Leye Wang, Kai Chen, Qiang Yang
FedEval: A Benchmark System with a Comprehensive Evaluation Model for Federated Learning. CoRR (2020)
Leye Wang, Daqing Zhang, Dingqi Yang, Brian Y. Lim, Xiao Han, Xiaojuan Ma
Sparse Mobile Crowdsensing With Differential and Distortion Location Privacy. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Weiyan Chen, Kai Niu, Deng Zhao, Rong Zheng, Dan Wu, Wei Wang, Leye Wang, Daqing Zhang
Robust Dynamic Hand Gesture Interaction using LTE Terminals. IPSN (2020)
Chunyu Tu, Lei Han, Leye Wang, Zhiyong Yu
Mobile Crowd-Sensing System Based on Participant Selection. GPC (2020)
Jiangtao Wang, Feng Wang, Yasha Wang, Leye Wang, Zhaopeng Qiu, Daqing Zhang, Bin Guo, Qin Lv
HyTasker: Hybrid Task Allocation in Mobile Crowd Sensing. IEEE Trans. Mob. Comput. 19 (3) (2020)
Leye Wang, Han Yu, Xiao Han
Federated Crowdsensing: Framework and Challenges. CoRR (2020)
Leye Wang, Di Chai, Xuanzhe Liu, Liyue Chen, Kai Chen
Exploring the Generalizability of Spatio-Temporal Crowd Flow Prediction: Meta-Modeling and an Analytic Framework. CoRR (2020)
Shengjie Li, Zhaopeng Liu, Yue Zhang, Qin Lv, Xiaopeng Niu, Leye Wang, Daqing Zhang
WiBorder: Precise Wi-Fi based Boundary Sensing via Through-wall Discrimination. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (3) (2020)
Dan Wu, Ruiyang Gao, Youwei Zeng, Jinyi Liu, Leye Wang, Tao Gu, Daqing Zhang
FingerDraw: Sub-wavelength Level Finger Motion Tracking with WiFi Signals. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (1) (2020)
Jiangtao Wang, Junyi Ma, Yasha Wang, Ning Wang, Leye Wang, Daqing Zhang, Feng Wang, Qin Lv
Will Online Digital Footprints Reveal Your Relationship Status?: An Empirical Study of Social Applications for Sexual-Minority Men. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (1) (2020)
Zhiyong Yu, Wenzhong Guo, Daqing Zhang, Leye Wang, Bin Guo
Cyber-Physical-Social-Mediated Communication. IT Prof. 22 (2) (2020)
Jiangtao Wang, Feng Wang, Yasha Wang, Daqing Zhang, Leye Wang, Zhaopeng Qiu
Social-Network-Assisted Worker Recruitment in Mobile Crowd Sensing. IEEE Trans. Mob. Comput. 18 (7) (2019)
Wenbin Liu, Yongjian Yang, En Wang, Leye Wang, Djamal Zeghlache, Daqing Zhang
Multi-Dimensional Urban Sensing in Sparse Mobile Crowdsensing. IEEE Access 7 (2019)
Shengjie Li, Zhaopeng Liu, Yue Zhang, Xiaopeng Niu, Leye Wang, Daqing Zhang
A real-time and robust intrusion detection system with commodity wi-fi. UbiComp/ISWC Adjunct (2019)
Xu Chu, Yang Lin, Yasha Wang, Leye Wang, Jiangtao Wang, Jingyue Gao
MLRDA: A Multi-Task Semi-Supervised Learning Framework for Drug-Drug Interaction Prediction. IJCAI (2019)
Leye Wang, Xu Geng, Xiaojuan Ma, Daqing Zhang, Qiang Yang
Ridesharing car detection by transfer learning. Artif. Intell. 273 (2019)
Xiao Han, Hailiang Huang, Leye Wang
F-PAD: Private Attribute Disclosure Risk Estimation in Online Social Networks. IEEE Trans. Dependable Secur. Comput. 16 (6) (2019)
Kai Niu, Fusang Zhang, Yuhang Jiang, Zhaoxin Chang, Leye Wang, Daqing Zhang
A contactless Morse code text input system using COTS wifi devices. UbiComp/ISWC Adjunct (2019)
Zelei Liu, Han Yu, Leye Wang, Liang Hu, Qiang Yang
Social Mobilization to Reposition Indiscriminately Parked Shareable Bikes. AAMAS (2019)
Zelei Liu, Han Yu, Leye Wang, Liang Hu, Qiang Yang
Ethically Aligned Mobilization of Community Effort to Reposition Shared Bikes. AAAI (2019)
Di Chai, Leye Wang, Kai Chen, Qiang Yang
Secure Federated Matrix Factorization. CoRR (2019)
Jiangtao Wang, Feng Wang, Yasha Wang, Daqing Zhang, Brian Y. Lim, Leye Wang
Allocating Heterogeneous Tasks in Participatory Sensing with Diverse Participant-Side Factors. IEEE Trans. Mob. Comput. 18 (9) (2019)
Xiao Han, Ruiqing Ding, Leye Wang, Hailiang Huang
CreditPrint: Credit Investigation via Geographic Footprints by Deep Learning. CoRR (2019)
Tianben Wang, Daqing Zhang, Leye Wang, Yuanqing Zheng, Tao Gu, Bernadette Dorizzi, Xingshe Zhou
Contactless Respiration Monitoring Using Ultrasound Signal With Off-the-Shelf Audio Devices. IEEE Internet Things J. 6 (2) (2019)
Wenbin Liu, Leye Wang, En Wang, Yongjian Yang, Djamal Zeghlache, Daqing Zhang
Reinforcement learning-based cell selection in sparse mobile crowdsensing. Comput. Networks 161 (2019)
Weiyan Chen, Kai Niu, Dan Wu, Deng Zhao, Leye Wang, Daqing Zhang
A contactless gesture interaction system using LTE (4G) signals. UbiComp/ISWC Adjunct (2019)
Xu Geng, Yaguang Li, Leye Wang, Lingyu Zhang, Qiang Yang, Jieping Ye, Yan Liu
Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting. AAAI (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Leye Wang