Chenghong Wang

According to our database, Chenghong Wang authored at least 35 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Memristor-Based Spectral Decomposition of Matrices and Its Applications.

Zeinab S. Jalali, Chenghong Wang, Griffin Kearney, Geng Yuan, Caiwen Ding, Yinan Zhou, Yanzhi Wang, Sucheta Soundarajan

IEEE Trans. Computers, May, 2023

Encrypted Data Management Systems with tunable Privacy.

Chenghong Wang

PhD thesis, 2023

Private Proof-of-Stake Blockchains using Differentially-private Stake Distortion.

Chenghong Wang, David Pujol, Kartik Nayak, Ashwin Machanavajjhala

IACR Cryptol. ePrint Arch., 2023

RRNet: Towards ReLU-Reduced Neural Network for Two-party Computation Based Private Inference.

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

CoRR, 2023

LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference.

Hongwu Peng, Ran Ran, Yukui Luo, Jiahui Zhao, Shaoyi Huang, Kiran Thorat, Tong Geng, Chenghong Wang, Xiaolin Xu, Wujie Wen, Caiwen Ding

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

AQ2PNN: Enabling Two-party Privacy-Preserving Deep Neural Network Inference with Adaptive Quantization.

Yukui Luo, Nuo Xu, Hongwu Peng, Chenghong Wang, Shijin Duan, Kaleel Mahmood, Wujie Wen, Caiwen Ding, Xiaolin Xu

Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023

AutoReP: Automatic ReLU Replacement for Fast Private Network Inference.

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

PASNet: Polynomial Architecture Search Framework for Two-party Computation-based Secure Neural Network Deployment.

Hongwu Peng, Shanglin Zhou, Yukui Luo, Nuo Xu, Shijin Duan, Ran Ran, Jiahui Zhao, Chenghong Wang, Tong Geng, Wujie Wen, Xiaolin Xu, Caiwen Ding

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022

Construction of a Family of Maximally Entangled Bases in ℂd ⊗ ℂd′.

Chenghong Wang, Kun Wang, Zhu-Jun Zheng

Entropy, 2022

IncShrink: Architecting Efficient Outsourced Databases using Incremental MPC and Differential Privacy.

Chenghong Wang, Johes Bater, Kartik Nayak, Ashwin Machanavajjhala

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Variance of the Gradient Also Matters: Privacy Leakage from Gradients.

Yijue Wang, Jieren Deng, Dan Guo, Chenghong Wang, Xianrui Meng, Hang Liu, Chao Shang, Binghui Wang, Qin Cao, Caiwen Ding, Sanguthevar Rajasekaran

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

China's 12-Year Quest of Autonomous Vehicular Intelligence: The Intelligent Vehicles Future Challenge Program.

Fei-Yue Wang, Nanning Zheng, Li Li, Jingmin Xin, Xiao Wang, Linhai Xu, Bin Tian, Guozheng Wu, Zhaotian Zhang, Chenghong Wang, Long Chen

IEEE Intell. Transp. Syst. Mag., 2021

DP-Sync: Hiding Update Patterns in Secure Outsourced Databases with Differential Privacy.

Chenghong Wang, Johes Bater, Kartik Nayak, Ashwin Machanavajjhala

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Practical Security and Privacy for Database Systems.

Xi He, Jennie Rogers, Johes Bater, Ashwin Machanavajjhala, Chenghong Wang, Xiao Wang

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Against Membership Inference Attack: Pruning is All You Need.

Yijue Wang, Chenghong Wang, Zigeng Wang, Shanglin Zhou, Hang Liu, Jinbo Bi, Caiwen Ding, Sanguthevar Rajasekaran

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

A Secure and Efficient Federated Learning Framework for NLP.

Chenghong Wang, Jieren Deng, Xianrui Meng, Yijue Wang, Ji Li, Sheng Lin, Shuo Han, Fei Miao, Sanguthevar Rajasekaran, Caiwen Ding

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

TAG: Gradient Attack on Transformer-based Language Models.

Jieren Deng, Yijue Wang, Ji Li, Chenghong Wang, Chao Shang, Hang Liu, Sanguthevar Rajasekaran, Caiwen Ding

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

SAPAG: A Self-Adaptive Privacy Attack From Gradients.

Yijue Wang, Jieren Deng, Dan Guo, Chenghong Wang, Xianrui Meng, Hang Liu, Caiwen Ding, Sanguthevar Rajasekaran

CoRR, 2020

ESMFL: Efficient and Secure Models for Federated Learning.

Sheng Lin, Chenghong Wang, Hongjia Li, Jieren Deng, Yanzhi Wang, Caiwen Ding

CoRR, 2020

MCMIA: Model Compression Against Membership Inference Attack in Deep Neural Networks.

Yijue Wang, Chenghong Wang, Zigeng Wang, Shanglin Zhou, Hang Liu, Jinbo Bi, Caiwen Ding, Sanguthevar Rajasekaran

CoRR, 2020

Crypt?: Crypto-Assisted Differential Privacy on Untrusted Servers.

Amrita Roy Chowdhury, Chenghong Wang, Xi He, Ashwin Machanavajjhala, Somesh Jha

Proceedings of the 2020 International Conference on Management of Data, 2020

Poirot: private contact summary aggregation: poster abstract.

Yanping Zhang, Chenghong Wang, David Pujol, Johes Bater, Matthew Lentz, Ashwin Machanavajjhala, Kartik Nayak, Lavanya Vasudevan, Jun Yang

Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

2019

SecureLR: Secure Logistic Regression Model via a Hybrid Cryptographic Protocol.

Yichen Jiang, Jenny Hamer, Chenghong Wang, Xiaoqian Jiang, Miran Kim, Yongsoo Song, Yuhou Xia, Noman Mohammed, Md. Nazmus Sadat, Shuang Wang

IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Parallel testing of vehicle intelligence via virtual-real interaction.

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

Sci. Robotics, 2019

Outis: Crypto-Assisted Differential Privacy on Untrusted Servers.

Amrita Roy Chowdhury, Chenghong Wang, Xi He, Ashwin Machanavajjhala, Somesh Jha

CoRR, 2019

2018

A Fast and Effective Memristor-Based Method for Finding Approximate Eigenvalues and Eigenvectors of Non-negative Matrices.

Chenghong Wang, Zeinab S. Jalali, Caiwen Ding, Yanzhi Wang, Sucheta Soundarajan

Proceedings of the 2018 IEEE Computer Society Annual Symposium on VLSI, 2018

Privacy-preserving biomedical data dissemination via a hybrid approach.

Yichen Jiang, Chenghong Wang, Shuang Wang

Proceedings of the AMIA 2018, 2018

2017

The k-peak Decomposition: Mapping the Global Structure of Graphs.

Priya Govindan, Chenghong Wang, Chumeng Xu, Hongyu Duan, Sucheta Soundarajan

Proceedings of the 26th International Conference on World Wide Web, 2017

SCOTCH: Secure Counting Of encrypTed genomiC data using a Hybrid approach.

Chenghong Wang, Yichen Jiang, Feng Chen, Noman Mohammed, Xiaoqian Jiang, Md Momin Al Aziz, Md. Nazmus Sadat, Shuang Wang

Proceedings of the AMIA 2017, 2017

2014

Special issue on big data research in China.

Nanning Zheng, Jun Zhang, Chenghong Wang

Knowl. Inf. Syst., 2014

2009

A local approach of adaptive affinity propagation clustering for large scale data.

Changyin Sun, Chenghong Wang, Su Song, Yifan Wang

Proceedings of the International Joint Conference on Neural Networks, 2009

2008

An Improved Delay-dependent Stability Criteria for Recurrent Neural Networks with Time-varying Delay.

Zhuo Wang, Chenghong Wang, Su Song

Proceedings of the 2008 IEEE International Symposium on Intelligent Control, 2008

2007

Rapid Recognition of Dynamical Patterns via Deterministic Learning and State Observation.

Cong Wang, Chenghong Wang, Su Song

Proceedings of the 22nd IEEE International Symposium on Intelligent Control, 2007

Deterministic Learning and Pattern-Based NN Control.

Cong Wang, Tengfei Liu, Chenghong Wang

Proceedings of the 22nd IEEE International Symposium on Intelligent Control, 2007

2004

An enhanced 0-1 mixed-integer LP formulation for traffic signal control.

Wei-Hua Lin, Chenghong Wang

IEEE Trans. Intell. Transp. Syst., 2004