Shaowei Wang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 37

Top Topics

Ensemble Pruning

Probability Density Estimation

Differential Privacy

Top Venues

Proc. VLDB Endow.

Publications

Shaowei Wang, Ruilin Yang, Sufen Zeng, Kaiqi Yu, Rundong Mei, Shaozheng Huang, Wei Yang
Segmented Private Data Aggregation in the Multi-message Shuffle Model. CoRR (2024)
Kongyang Chen, Yikai Li, Wenjun Lan, Bing Mi, Shaowei Wang
AIGC-Assisted Digital Watermark Services in Low-Earth Orbit Satellite-Terrestrial Edge Networks. CoRR (2024)
Kanghua Mo, Peigen Ye, Xiaojun Ren, Shaowei Wang, Wenjun Li, Jin Li
Security and Privacy Issues in Deep Reinforcement Learning: Threats and Countermeasures. ACM Comput. Surv. 56 (6) (2024)
Shaowei Wang, Yun Peng, Jin Li, Zikai Wen, Zhipeng Li, Shiyu Yu, Di Wang, Wei Yang
Privacy Amplification via Shuffling: Unified, Simplified, and Tightened. Proc. VLDB Endow. 17 (8) (2024)
Yun Peng, Sen Lin, Qian Chen, Shaowei Wang, Lyu Xu, Xiaojun Ren, Yafei Li, Jianliang Xu
ChatGraph: Chat with Your Graphs. ICDE (2024)
Shaowei Wang, Yuntong Li, Yusen Zhong, Kongyang Chen, Xianmin Wang, Zhili Zhou, Fei Peng, Yuqiu Qian, Jiachun Du, Wei Yang
Locally Private Set-Valued Data Analyses: Distribution and Heavy Hitters Estimation. IEEE Trans. Mob. Comput. 23 (8) (2024)
Shaowei Wang, Yun Peng, Kongyang Chen, Wei Yang
Optimal Locally Private Data Stream Analytics. INFOCOM (2024)
Shaowei Wang, Changyu Dong, Di Wang, Xiangfu Song
Beyond Statistical Estimation: Differentially Private Individual Computation in the Shuffle Model. CoRR (2024)
Xiaojun Ren, Jiluan Fan, Ning Xu, Shaowei Wang, Changyu Dong, Zikai Wen
DPGazeSynth: Enhancing eye-tracking virtual reality privacy with differentially private data synthesis. Inf. Sci. 675 (2024)
Qi Cui, Zhili Zhou, Ruohan Meng, Shaowei Wang, Hongyang Yan, Q. M. Jonathan Wu
ARES: On Adversarial Robustness Enhancement for Image Steganographic Cost Learning. IEEE Trans. Multim. 26 (2024)
Shaowei Wang, Xuandi Luo, Yuqiu Qian, Jiachun Du, Wenqing Lin, Wei Yang
Analyzing Preference Data With Local Privacy: Optimal Utility and Enhanced Robustness. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Yuxuan Zhang, Wei Yang, Shaowei Wang
FGNet: Towards Filling the Intra-class and Inter-class Gaps for Few-shot Segmentation. IJCAI (2023)
Yuntong Li, Shaowei Wang, Yingying Wang, Jin Li, Yuqiu Qian, Bangzhou Xin, Wei Yang
Fine-Grained Private Knowledge Distillation. ICASSP (2023)
Yao Huang, Kongyang Chen, Jiannong Cao, Jiaxing Shen, Shaowei Wang, Yun Peng, Weilong Peng, Kechao Cai
BAGEL: Backdoor Attacks against Federated Contrastive Learning. CoRR (2023)
Shaowei Wang, Xuandi Luo, Yuqiu Qian, Youwen Zhu, Kongyang Chen, Qi Chen, Bangzhou Xin, Wei Yang
Shuffle Differential Private Data Aggregation for Random Population. IEEE Trans. Parallel Distributed Syst. 34 (5) (2023)
Shaowei Wang, Yuntong Li, Yingying Wang, Jin Li, Yuqiu Qian, Bangzhou Xin, Wei Yang
Fine-grained Private Knowledge Distillation. CoRR (2022)
Bangzhou Xin, Yangyang Geng, Teng Hu, Sheng Chen, Wei Yang, Shaowei Wang, Liusheng Huang
Federated synthetic data generation with differential privacy. Neurocomputing 468 (2022)
Shaowei Wang, Jin Li, Yuqiu Qian, Jiachun Du, Wenqing Lin, Wei Yang
Hiding Numerical Vectors in Local Private and Shuffled Messages. IJCAI (2021)
Zichun Liu, Liusheng Huang, Hongli Xu, Wei Yang, Shaowei Wang
PrivAG: Analyzing Attributed Graph Data with Local Differential Privacy. ICPADS (2020)
Bangzhou Xin, Wei Yang, Yangyang Geng, Sheng Chen, Shaowei Wang, Liusheng Huang
Private FL-GAN: Differential Privacy Synthetic Data Generation Based on Federated Learning. ICASSP (2020)
Xinrong Diao, Wei Yang, Shaowei Wang, Liusheng Huang, Yan Xu
PrivGMM: Probability Density Estimation with Local Differential Privacy. DASFAA (1) (2020)
Shaowei Wang, Yuqiu Qian, Jiachun Du, Wei Yang, Liusheng Huang, Hongli Xu
Set-valued Data Publication with Local Privacy: Tight Error Bounds and Efficient Mechanisms. Proc. VLDB Endow. 13 (8) (2020)
Shaowei Wang, Liusheng Huang, Yiwen Nie, Xinyuan Zhang, Pengzhan Wang, Hongli Xu, Wei Yang
Local Differential Private Data Aggregation for Discrete Distribution Estimation. IEEE Trans. Parallel Distributed Syst. 30 (9) (2019)
Yiwen Nie, Wei Yang, Liusheng Huang, Xike Xie, Zhenhua Zhao, Shaowei Wang
A Utility-Optimized Framework for Personalized Private Histogram Estimation (Extended Abstract). ICDE (2019)
Yiwen Nie, Wei Yang, Liusheng Huang, Xike Xie, Zhenhua Zhao, Shaowei Wang
A Utility-Optimized Framework for Personalized Private Histogram Estimation. IEEE Trans. Knowl. Data Eng. 31 (4) (2019)
Bangzhou Xin, Wei Yang, Shaowei Wang, Liusheng Huang
Differentially Private Greedy Decision Forest. ICASSP (2019)
Shaowei Wang, Jiachun Du, Wei Yang, Xinrong Diao, Zichun Liu, Yiwen Nie, Liusheng Huang, Hongli Xu
Aggregating Votes with Local Differential Privacy: Usefulness, Soundness vs. Indistinguishability. CoRR (2019)
Pengzhan Wang, Hongli Xu, Liusheng Huang, Chen Qian, Shaowei Wang, Yanjing Sun
Minimizing Controller Response Time Through Flow Redirecting in SDNs. IEEE/ACM Trans. Netw. 26 (1) (2018)
Yiwen Nie, Shaowei Wang, Wei Yang, Liusheng Huang, Zhenhua Zhao
Classification Learning from Private Data in Heterogeneous Settings. DASFAA (2) (2018)
Shaowei Wang, Liusheng Huang, Yiwen Nie, Pengzhan Wang, Hongli Xu, Wei Yang
PrivSet: Set-Valued Data Analyses with Locale Differential Privacy. INFOCOM (2018)
Xinyuan Zhang, Liusheng Huang, Peng Fang, Shaowei Wang, Zhenyu Zhu, Hongli Xu
Differentially Private Frequent Itemset Mining from Smart Devices in Local Setting. WASA (2017)
Peng Fang, Liusheng Huang, Xinyuan Zhang, Hongli Xu, Shaowei Wang
Detect Malicious Attacks from Entire TCP Communication Process. ICONIP (5) (2017)
Shaowei Wang, Liusheng Huang, Pengzhan Wang, Hongli Xu, Wei Yang
Personalized Classifier Ensemble Pruning Framework for Mobile Crowdsourcing. CoRR (2017)
Shaowei Wang, Yiwen Nie, Pengzhan Wang, Hongli Xu, Wei Yang, Liusheng Huang
Local private ordinal data distribution estimation. INFOCOM (2017)
Shaowei Wang, Liusheng Huang, Pengzhan Wang, Hou Deng, Hongli Xu, Wei Yang
Private Weighted Histogram Aggregation in Crowdsourcing. WASA (2016)
Shaowei Wang, Liusheng Huang, Pengzhan Wang, Yiwen Nie, Hongli Xu, Wei Yang, Xiang-Yang Li, Chunming Qiao
Mutual Information Optimally Local Private Discrete Distribution Estimation. CoRR (2016)
Yiwen Nie, Liusheng Huang, Zongfeng Li, Shaowei Wang, Zhenhua Zhao, Wei Yang, Xiaorong Lu
Geospatial Streams Publish with Differential Privacy. CollaborateCom (2016)
Yao Shen, Liusheng Huang, Lu Li, Xiaorong Lu, Shaowei Wang, Wei Yang
Towards Preserving Worker Location Privacy in Spatial Crowdsourcing. GLOBECOM (2015)
Shaowei Wang, Liusheng Huang, Miaomiao Tian, Wei Yang, Hongli Xu, Hansong Guo
Personalized Privacy-Preserving Data Aggregation for Histogram Estimation. GLOBECOM (2015)
Hansong Guo, He Huang, Zehao Sun, Liusheng Huang, Zhenyu Zhu, Shaowei Wang, Pengzhan Wang, Hongli Xu, Hengchang Liu
Recognizing the Operating Hand from Touchscreen Traces on Smartphones. KSEM (2015)
Shaowei Wang, Liusheng Huang, Pengzhan Wang, Yao Shen, Hongli Xu, Wei Yang
Privacy preserving big histogram aggregation for spatial crowdsensing. IPCCC (2015)