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2020 – today
- 2024
[i14]Chenghong Wang, Lina Qiu, Johes Bater, Yukui Luo:
SPECIAL: Synopsis Assisted Secure Collaborative Analytics. CoRR abs/2404.18388 (2024)- [i13]Shijin Duan, Chenghong Wang, Hongwu Peng, Yukui Luo, Wujie Wen, Caiwen Ding, Xiaolin Xu:
SSNet: A Lightweight Multi-Party Computation Scheme for Practical Privacy-Preserving Machine Learning Service in the Cloud. CoRR abs/2406.02629 (2024) - 2023
- [b1]Chenghong Wang:
Encrypted Data Management Systems with tunable Privacy. Duke University, Durham, NC, USA, 2023 - [j7]Zeinab S. Jalali
, Chenghong Wang, Griffin Kearney, Geng Yuan, Caiwen Ding, Yinan Zhou, Yanzhi Wang, Sucheta Soundarajan:
Memristor-Based Spectral Decomposition of Matrices and Its Applications. IEEE Trans. Computers 72(5): 1460-1472 (2023) - [c22]Hongwu Peng, Shanglin Zhou, Yukui Luo, Nuo Xu, Shijin Duan, Ran Ran, Jiahui Zhao, Chenghong Wang, Tong Geng, Wujie Wen, Xiaolin Xu, Caiwen Ding:
PASNet: Polynomial Architecture Search Framework for Two-party Computation-based Secure Neural Network Deployment. DAC 2023: 1-6 - [c21]Hongwu Peng, Shaoyi Huang, Tong Zhou, Yukui Luo, Chenghong Wang, Zigeng Wang, Jiahui Zhao, Xi Xie, Ang Li, Tony Geng, Kaleel Mahmood, Wujie Wen, Xiaolin Xu, Caiwen Ding:
AutoReP: Automatic ReLU Replacement for Fast Private Network Inference. ICCV 2023: 5155-5165 - [c20]Yukui Luo, Nuo Xu, Hongwu Peng, Chenghong Wang, Shijin Duan, Kaleel Mahmood, Wujie Wen, Caiwen Ding, Xiaolin Xu:
AQ2PNN: Enabling Two-party Privacy-Preserving Deep Neural Network Inference with Adaptive Quantization. MICRO 2023: 628-640 - [c19]Hongwu Peng, Ran Ran, Yukui Luo, Jiahui Zhao, Shaoyi Huang, Kiran Thorat, Tong Geng, Chenghong Wang, Xiaolin Xu, Wujie Wen, Caiwen Ding:
LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference. NeurIPS 2023 - [c18]Chenghong Wang, David Pujol, Kartik Nayak, Ashwin Machanavajjhala:
Private Proof-of-Stake Blockchains using Differentially-Private Stake Distortion. USENIX Security Symposium 2023: 1577-1594 - [i12]Hongwu Peng, Shanglin Zhou, Yukui Luo, Nuo Xu, Shijin Duan, Ran Ran, Jiahui Zhao, Shaoyi Huang, Xi Xie, Chenghong Wang, Tong Geng, Wujie Wen, Xiaolin Xu, Caiwen Ding:
RRNet: Towards ReLU-Reduced Neural Network for Two-party Computation Based Private Inference. CoRR abs/2302.02292 (2023) - [i11]Hongwu Peng, Shanglin Zhou, Yukui Luo, Nuo Xu, Shijin Duan, Ran Ran, Jiahui Zhao, Chenghong Wang, Tong Geng, Wujie Wen, Xiaolin Xu, Caiwen Ding:
PASNet: Polynomial Architecture Search Framework for Two-party Computation-based Secure Neural Network Deployment. CoRR abs/2306.15513 (2023) - [i10]Hongwu Peng, Shaoyi Huang, Tong Zhou, Yukui Luo, Chenghong Wang, Zigeng Wang, Jiahui Zhao, Xi Xie, Ang Li, Tony Geng, Kaleel Mahmood, Wujie Wen, Xiaolin Xu, Caiwen Ding:
AutoReP: Automatic ReLU Replacement for Fast Private Network Inference. CoRR abs/2308.10134 (2023) - [i9]Hongwu Peng, Ran Ran, Yukui Luo, Jiahui Zhao, Shaoyi Huang, Kiran Thorat, Tong Geng, Chenghong Wang, Xiaolin Xu, Wujie Wen, Caiwen Ding:
LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference. CoRR abs/2309.14331 (2023) - [i8]Chenghong Wang, David Pujol, Kartik Nayak, Ashwin Machanavajjhala:
Private Proof-of-Stake Blockchains using Differentially-private Stake Distortion. IACR Cryptol. ePrint Arch. 2023: 787 (2023) - 2022
- [j6]Chenghong Wang, Kun Wang, Zhu-Jun Zheng:
Construction of a Family of Maximally Entangled Bases in ℂd ⊗ ℂd′. Entropy 24(3): 373 (2022) - [c17]Yijue Wang, Jieren Deng, Dan Guo, Chenghong Wang, Xianrui Meng, Hang Liu, Chao Shang, Binghui Wang, Qin Cao, Caiwen Ding, Sanguthevar Rajasekaran:
Variance of the Gradient Also Matters: Privacy Leakage from Gradients. IJCNN 2022: 1-8 - [c16]Chenghong Wang, Johes Bater, Kartik Nayak, Ashwin Machanavajjhala:
IncShrink: Architecting Efficient Outsourced Databases using Incremental MPC and Differential Privacy. SIGMOD Conference 2022: 818-832 - [i7]Jieren Deng, Chenghong Wang, Xianrui Meng, Yijue Wang, Ji Li, Sheng Lin, Shuo Han, Fei Miao, Sanguthevar Rajasekaran, Caiwen Ding:
A Secure and Efficient Federated Learning Framework for NLP. CoRR abs/2201.11934 (2022) - [i6]Chenghong Wang, Johes Bater, Kartik Nayak, Ashwin Machanavajjhala:
IncShrink: Architecting Efficient Outsourced Databases using Incremental MPC and Differential Privacy. CoRR abs/2203.05084 (2022) - 2021
- [j5]Fei-Yue Wang, Nanning Zheng, Li Li, Jingmin Xin, Xiao Wang, Linhai Xu, Bin Tian, Guozheng Wu, Zhaotian Zhang, Chenghong Wang, Long Chen:
China's 12-Year Quest of Autonomous Vehicular Intelligence: The Intelligent Vehicles Future Challenge Program. IEEE Intell. Transp. Syst. Mag. 13(2): 6-19 (2021) - [c15]Jieren Deng, Yijue Wang, Ji Li, Chenghong Wang, Chao Shang, Hang Liu, Sanguthevar Rajasekaran, Caiwen Ding:
TAG: Gradient Attack on Transformer-based Language Models. EMNLP (Findings) 2021: 3600-3610 - [c14]Chenghong Wang, Jieren Deng, Xianrui Meng, Yijue Wang, Ji Li, Sheng Lin, Shuo Han, Fei Miao, Sanguthevar Rajasekaran, Caiwen Ding:
A Secure and Efficient Federated Learning Framework for NLP. EMNLP (1) 2021: 7676-7682 - [c13]Yijue Wang, Chenghong Wang, Zigeng Wang, Shanglin Zhou, Hang Liu, Jinbo Bi, Caiwen Ding, Sanguthevar Rajasekaran:
Against Membership Inference Attack: Pruning is All You Need. IJCAI 2021: 3141-3147 - [c12]Chenghong Wang, Johes Bater, Kartik Nayak, Ashwin Machanavajjhala:
DP-Sync: Hiding Update Patterns in Secure Outsourced Databases with Differential Privacy. SIGMOD Conference 2021: 1892-1905 - [c11]Xi He, Jennie Rogers, Johes Bater, Ashwin Machanavajjhala, Chenghong Wang, Xiao Wang:
Practical Security and Privacy for Database Systems. SIGMOD Conference 2021: 2839-2845 - [i5]Chenghong Wang, Johes Bater, Kartik Nayak, Ashwin Machanavajjhala:
DP-Sync: Hiding Update Patterns in Secure Outsourced Databases with Differential Privacy. CoRR abs/2103.15942 (2021) - 2020
- [c10]Yanping Zhang, Chenghong Wang, David Pujol, Johes Bater, Matthew Lentz, Ashwin Machanavajjhala, Kartik Nayak, Lavanya Vasudevan, Jun Yang:
Poirot: private contact summary aggregation: poster abstract. SenSys 2020: 774-775 - [c9]Amrita Roy Chowdhury, Chenghong Wang, Xi He, Ashwin Machanavajjhala, Somesh Jha:
Crypt?: Crypto-Assisted Differential Privacy on Untrusted Servers. SIGMOD Conference 2020: 603-619 - [i4]Yijue Wang, Chenghong Wang, Zigeng Wang, Shanglin Zhou, Hang Liu, Jinbo Bi, Caiwen Ding, Sanguthevar Rajasekaran:
MCMIA: Model Compression Against Membership Inference Attack in Deep Neural Networks. CoRR abs/2008.13578 (2020) - [i3]Sheng Lin, Chenghong Wang, Hongjia Li, Jieren Deng, Yanzhi Wang, Caiwen Ding:
ESMFL: Efficient and Secure Models for Federated Learning. CoRR abs/2009.01867 (2020) - [i2]Yijue Wang, Jieren Deng, Dan Guo, Chenghong Wang, Xianrui Meng, Hang Liu, Caiwen Ding, Sanguthevar Rajasekaran:
SAPAG: A Self-Adaptive Privacy Attack From Gradients. CoRR abs/2009.06228 (2020)
2010 – 2019
- 2019
- [j4]Li Li, Xiao Wang, Kunfeng Wang, Yilun Lin, Jingmin Xin, Long Chen, Linhai Xu, Bin Tian, Yunfeng Ai, Jian Wang, Dongpu Cao, Yuehu Liu, Chenghong Wang, Nanning Zheng, Fei-Yue Wang:
Parallel testing of vehicle intelligence via virtual-real interaction. Sci. Robotics 4(28) (2019) - [j3]Yichen Jiang, Jenny Hamer, Chenghong Wang, Xiaoqian Jiang, Miran Kim, Yongsoo Song, Yuhou Xia, Noman Mohammed, Md. Nazmus Sadat, Shuang Wang:
SecureLR: Secure Logistic Regression Model via a Hybrid Cryptographic Protocol. IEEE ACM Trans. Comput. Biol. Bioinform. 16(1): 113-123 (2019) - [i1]Amrita Roy Chowdhury, Chenghong Wang, Xi He, Ashwin Machanavajjhala, Somesh Jha:
Outis: Crypto-Assisted Differential Privacy on Untrusted Servers. CoRR abs/1902.07756 (2019) - 2018
- [c8]Yichen Jiang, Chenghong Wang, Shuang Wang:
Privacy-preserving biomedical data dissemination via a hybrid approach. AMIA 2018 - [c7]Chenghong Wang, Zeinab S. Jalali, Caiwen Ding, Yanzhi Wang, Sucheta Soundarajan:
A Fast and Effective Memristor-Based Method for Finding Approximate Eigenvalues and Eigenvectors of Non-negative Matrices. ISVLSI 2018: 563-568 - 2017
- [c6]Chenghong Wang, Yichen Jiang, Feng Chen, Noman Mohammed, Xiaoqian Jiang, Md Momin Al Aziz, Md. Nazmus Sadat, Shuang Wang:
SCOTCH: Secure Counting Of encrypTed genomiC data using a Hybrid approach. AMIA 2017 - [c5]Priya Govindan, Chenghong Wang, Chumeng Xu, Hongyu Duan, Sucheta Soundarajan:
The k-peak Decomposition: Mapping the Global Structure of Graphs. WWW 2017: 1441-1450 - 2014
- [j2]Nanning Zheng, Jun Zhang, Chenghong Wang:
Special issue on big data research in China. Knowl. Inf. Syst. 41(2): 247-249 (2014)
2000 – 2009
- 2009
- [c4]Changyin Sun, Chenghong Wang, Su Song, Yifan Wang:
A local approach of adaptive affinity propagation clustering for large scale data. IJCNN 2009: 2998-3002 - 2008
- [c3]Zhuo Wang, Chenghong Wang, Su Song:
An Improved Delay-dependent Stability Criteria for Recurrent Neural Networks with Time-varying Delay. ISIC 2008: 876-881 - 2007
- [c2]Cong Wang, Chenghong Wang, Su Song:
Rapid Recognition of Dynamical Patterns via Deterministic Learning and State Observation. ISIC 2007: 35-40 - [c1]Cong Wang, Tengfei Liu, Chenghong Wang:
Deterministic Learning and Pattern-Based NN Control. ISIC 2007: 144-149 - 2004
- [j1]Wei-Hua Lin, Chenghong Wang:
An enhanced 0-1 mixed-integer LP formulation for traffic signal control. IEEE Trans. Intell. Transp. Syst. 5(4): 238-245 (2004)
Coauthor Index
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