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Leye Wang
Publications
- 2024
- [j61]Xiao Han, Yuncong Yang, Leye Wang, Junjie Wu:
Privacy-Preserving Network Embedding Against Private Link Inference Attacks. IEEE Trans. Dependable Secur. Comput. 21(2): 847-859 (2024) - [j58]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): 376-390 (2024) - [c43]Yucheng Wu, Leye Wang, Xiao Han, Han-Jia Ye:
Graph Contrastive Learning with Cohesive Subgraph Awareness. WWW 2024: 629-640 - [i46]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 abs/2401.00996 (2024) - [i45]Yucheng Wu, Leye Wang, Xiao Han, Han-Jia Ye:
Graph Contrastive Learning with Cohesive Subgraph Awareness. CoRR abs/2401.17580 (2024) - 2023
- [j57]Leye Wang, Guanghong Fan, Xiao Han:
Federated Truth Discovery for Mobile Crowdsensing with Privacy-Preserving Trustworthiness Assessment. IEEE Data Eng. Bull. 46(1): 124-144 (2023) - [j55]Xiao Han, Leye Wang, Weiguo Fan:
Cost-Effective Social Media Influencer Marketing. INFORMS J. Comput. 35(1): 138-157 (2023) - [c42]Ruiqing Ding, Xiao Han, Leye Wang:
A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks. ACL (Findings) 2023: 353-369 - [c36]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: 3987-3993 - [c35]Chung-ju Huang, Leye Wang, Xiao Han:
Vertical Federated Knowledge Transfer via Representation Distillation for Healthcare Collaboration Networks. WWW 2023: 4188-4199 - [i37]Chung-ju Huang, Leye Wang, Xiao Han:
Vertical Federated Knowledge Transfer via Representation Distillation for Healthcare Collaboration Networks. CoRR abs/2302.05675 (2023) - [i36]Ruiqing Ding, Fangjie Rong, Xiao Han, Leye Wang:
Cross-center Early Sepsis Recognition by Medical Knowledge Guided Collaborative Learning for Data-scarce Hospitals. CoRR abs/2302.05702 (2023) - 2022
- [c32]Jie Zhu, Leye Wang, Xiao Han:
Safety and Performance, Why not Both? Bi-Objective Optimized Model Compression toward AI Software Deployment. ASE 2022: 88:1-88:13 - [i28]Xiao Han, Leye Wang, Junjie Wu, Yuncong Yang:
Large-Scale Privacy-Preserving Network Embedding against Private Link Inference Attacks. CoRR abs/2205.14440 (2022) - [i26]Jie Zhu, Leye Wang, Xiao Han:
Safety and Performance, Why not Both? Bi-Objective Optimized Model Compression toward AI Software Deployment. CoRR abs/2208.05969 (2022) - [i25]Ruiqing Ding, Xiao Han, Leye Wang:
A Unified Knowledge Graph Service for Developing Domain Language Models in AI Software. CoRR abs/2212.05251 (2022) - 2021
- [j40]Xiao Han, Leye Wang, Weiguo Fan:
Is Hidden Safe? Location Protection against Machine-Learning Prediction Attacks in Social Networks. MIS Q. 45(2) (2021) - [j39]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): 967-981 (2021) - [i17]Xiao Han, Leye Wang, Junjie Wu:
Data Valuation for Vertical Federated Learning: An Information-Theoretic Approach. CoRR abs/2112.08364 (2021) - 2020
- [j33]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: 2735-2749 (2020) - [i15]Leye Wang, Han Yu, Xiao Han:
Federated Crowdsensing: Framework and Challenges. CoRR abs/2011.03208 (2020) - 2019
- [j27]Xiao Han, Hailiang Huang, Leye Wang:
F-PAD: Private Attribute Disclosure Risk Estimation in Online Social Networks. IEEE Trans. Dependable Secur. Comput. 16(6): 1054-1069 (2019) - [i12]Xiao Han, Ruiqing Ding, Leye Wang, Hailiang Huang:
CreditPrint: Credit Investigation via Geographic Footprints by Deep Learning. CoRR abs/1910.08734 (2019) - 2018
- [j19]Leye Wang, Daqing Zhang, Dingqi Yang, Animesh Pathak, Chao Chen, Xiao Han, Haoyi Xiong, Yasha Wang:
SPACE-TA: Cost-Effective Task Allocation Exploiting Intradata and Interdata Correlations in Sparse Crowdsensing. ACM Trans. Intell. Syst. Technol. 9(2): 20:1-20:28 (2018) - [c20]Leye Wang, Gehua Qin, Dingqi Yang, Xiao Han, Xiaojuan Ma:
Geographic Differential Privacy for Mobile Crowd Coverage Maximization. AAAI 2018: 200-207 - 2017
- [c17]Xiao Han, Leye Wang, Hailiang Huang:
Deep Investment Behavior Profiling by Recurrent Neural Network in P2P Lending. ICIS 2017 - [c16]Leye Wang, Dingqi Yang, Xiao Han, Tianben Wang, Daqing Zhang, Xiaojuan Ma:
Location Privacy-Preserving Task Allocation for Mobile Crowdsensing with Differential Geo-Obfuscation. WWW 2017: 627-636 - [i2]Leye Wang, Gehua Qin, Dingqi Yang, Xiao Han, Xiaojuan Ma:
Geographic Differential Privacy for Mobile Crowd Coverage Maximization. CoRR abs/1710.10477 (2017) - 2016
- [j10]Leye Wang, Daqing Zhang, Yasha Wang, Chao Chen, Xiao Han, Abdallah M'hamed:
Sparse mobile crowdsensing: challenges and opportunities. IEEE Commun. Mag. 54(7): 161-167 (2016) - [j9]Xiao Han, Leye Wang, Reza Farahbakhsh, Ángel Cuevas, Rubén Cuevas, Noël Crespi, Lina He:
CSD: A multi-user similarity metric for community recommendation in online social networks. Expert Syst. Appl. 53: 14-26 (2016) - [c13]Xiao Han, Leye Wang:
Are You Really Hidden? Estimating current City Exposure Risk in Online Social Networks. PACIS 2016: 80 - [c12]Leye Wang, Xiao Han, Longbiao Chen:
An Empirical Study on Preference Distribution of Facebook Users. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld 2016: 1069-1073 - 2015
- [j5]Xiao Han, Leye Wang, Noël Crespi, Soochang Park, Ángel Cuevas:
Alike people, alike interests? Inferring interest similarity in online social networks. Decis. Support Syst. 69: 92-106 (2015) - [c9]Xiao Han, Leye Wang, Son N. Han, Chao Chen, Noël Crespi, Reza Farahbakhsh:
Link prediction for new users in Social Networks. ICC 2015: 1250-1255 - [i1]Xiao Han, Leye Wang, Jiangtao Wen, Ángel Cuevas, Chao Chen, Noël Crespi:
Are You Really Hidden? Predicting Current City from Profile and Social Relationship. CoRR abs/1508.00784 (2015) - 2014
- [c7]Xiao Han, Leye Wang, Soochang Park, Ángel Cuevas, Noël Crespi:
Alike people, alike interests? A large-scale study on interest similarity in social networks. ASONAM 2014: 491-496 - [c4]Chao Chen, Daqing Zhang, Leye Wang, Xiaojuan Ma, Xiao Han, Edwin Hsing-Mean Sha:
Taxi Exp: A Novel Framework for City-Wide Package Express Shipping via Taxi Crowd Sourcing. UIC/ATC/ScalCom 2014: 244-251
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