Chenghong Wang

53 papers A* 9A 1B 2Misc 3Journal 27Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Large Language Model-Powered Evolutionary Code Optimization on a Phylogenetic Tree. CoRR Leyi Zhao, Weijie Huang, Yitong Guo, Jiang Bian, Chenghong Wang, Xuhong Zhang
2025	A*	`conf`	BOLT: Bandwidth-Optimized Lightning-Fast Oblivious Map powered by Secure HBM Accelerators. CCS Yitong Guo, Hongbo Chen, Haobin Hiroki Chen, Yukui Luo, Xiaofeng Wang, Chenghong Wang
2025	J	`jnl`	BOLT: Bandwidth-Optimized Lightning-Fast Oblivious Map powered by Secure HBM Accelerators. CoRR Yitong Guo, Hongbo Chen, Haobin Hiroki Chen, Yukui Luo, Xiaofeng Wang, Chenghong Wang
2025	J	`jnl`	ByzSFL: Achieving Byzantine-Robust Secure Federated Learning with Zero-Knowledge Proofs. CoRR Yongming Fan, Rui Zhu, Zihao Wang, Chenghong Wang, Haixu Tang, Ye Dong, Hyunghoon Cho, Lucila Ohno-Machado
2025	A	`conf`	DPAR: High-Performance, Secure, and Scalable Differential Privacy-based AllReduce. SC Hao Qi, Weicong Chen, Chenghong Wang, Xiaoyi Lu
2025	A*	`conf`	PICACHV: Formally Verified Data Use Policy Enforcement for Secure Data Analytics. USENIX Security Symposium Haobin Hiroki Chen, Hongbo Chen, Mingshen Sun, Chenghong Wang, Xiaofeng Wang
2025	J	`jnl`	Picachv: Formally Verified Data Use Policy Enforcement for Secure Data Analytics. CoRR Haobin Hiroki Chen, Hongbo Chen, Mingshen Sun, Chenghong Wang, Xiaofeng Wang
2024	J	`jnl`	Differentially Private Learned Indexes. CoRR Jianzhang Du, Tilak Mudgal, Rutvi Rahul Gadre, Yukui Luo, Chenghong Wang
2024	J	`jnl`	SPECIAL: Synopsis Assisted Secure Collaborative Analytics. CoRR Chenghong Wang, Lina Qiu, Johes Bater, Yukui Luo
2024	J	`jnl`	SPECIAL: Synopsis Assisted Secure Collaborative Analytics. Proc. VLDB Endow. Chenghong Wang, Lina Qiu, Johes Bater, Yukui Luo
2024	J	`jnl`	SSNet: A Lightweight Multi-Party Computation Scheme for Practical Privacy-Preserving Machine Learning Service in the Cloud. CoRR Shijin Duan, Chenghong Wang, Hongwu Peng, Yukui Luo, Wujie Wen, Caiwen Ding, Xiaolin Xu
2023	A*	`conf`	AQ2PNN: Enabling Two-party Privacy-Preserving Deep Neural Network Inference with Adaptive Quantization. MICRO Yukui Luo, Nuo Xu, Hongwu Peng, Chenghong Wang, Shijin Duan, Kaleel Mahmood, Wujie Wen, Caiwen Ding, Xiaolin Xu
2023	A*	`conf`	AutoReP: Automatic ReLU Replacement for Fast Private Network Inference. ICCV 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
2023	J	`jnl`	AutoReP: Automatic ReLU Replacement for Fast Private Network Inference. CoRR 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
2023	—	`—`	Encrypted Data Management Systems with tunable Privacy. Chenghong Wang
2023	A*	`conf`	LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference. NeurIPS Hongwu Peng, Ran Ran, Yukui Luo, Jiahui Zhao, Shaoyi Huang, Kiran Thorat, Tong Geng, Chenghong Wang, Xiaolin Xu, Wujie Wen, Caiwen Ding
2023	J	`jnl`	LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference. CoRR Hongwu Peng, Ran Ran, Yukui Luo, Jiahui Zhao, Shaoyi Huang, Kiran Thorat, Tong Geng, Chenghong Wang, Xiaolin Xu, Wujie Wen, Caiwen Ding
2023	J	`jnl`	Memristor-Based Spectral Decomposition of Matrices and Its Applications. IEEE Trans. Computers Zeinab S. Jalali, Chenghong Wang, Griffin Kearney, Geng Yuan, Caiwen Ding, Yinan Zhou, Yanzhi Wang, Sucheta Soundarajan
2023	A*	`conf`	PASNet: Polynomial Architecture Search Framework for Two-party Computation-based Secure Neural Network Deployment. DAC Hongwu Peng, Shanglin Zhou, Yukui Luo, Nuo Xu, Shijin Duan, Ran Ran, Jiahui Zhao, Chenghong Wang, Tong Geng, Wujie Wen, Xiaolin Xu, Caiwen Ding
2023	J	`jnl`	PASNet: Polynomial Architecture Search Framework for Two-party Computation-based Secure Neural Network Deployment. CoRR Hongwu Peng, Shanglin Zhou, Yukui Luo, Nuo Xu, Shijin Duan, Ran Ran, Jiahui Zhao, Chenghong Wang, Tong Geng, Wujie Wen, Xiaolin Xu, Caiwen Ding
2023	A*	`conf`	Private Proof-of-Stake Blockchains using Differentially-Private Stake Distortion. USENIX Security Symposium Chenghong Wang, David Pujol, Kartik Nayak, Ashwin Machanavajjhala
2023	J	`jnl`	Private Proof-of-Stake Blockchains using Differentially-private Stake Distortion. IACR Cryptol. ePrint Arch. Chenghong Wang, David Pujol, Kartik Nayak, Ashwin Machanavajjhala
2023	J	`jnl`	RRNet: Towards ReLU-Reduced Neural Network for Two-party Computation Based Private Inference. CoRR 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
2022	J	`jnl`	A Secure and Efficient Federated Learning Framework for NLP. CoRR Jieren Deng, Chenghong Wang, Xianrui Meng, Yijue Wang, Ji Li, Sheng Lin, Shuo Han, Fei Miao, Sanguthevar Rajasekaran, Caiwen Ding
2022	J	`jnl`	Construction of a Family of Maximally Entangled Bases in ℂd ⊗ ℂd′. Entropy Chenghong Wang, Kun Wang, Zhu-Jun Zheng
2022	—	`conf`	IncShrink: Architecting Efficient Outsourced Databases using Incremental MPC and Differential Privacy. SIGMOD Conference Chenghong Wang, Johes Bater, Kartik Nayak, Ashwin Machanavajjhala
2022	J	`jnl`	IncShrink: Architecting Efficient Outsourced Databases using Incremental MPC and Differential Privacy. CoRR Chenghong Wang, Johes Bater, Kartik Nayak, Ashwin Machanavajjhala
2022	B	`conf`	Variance of the Gradient Also Matters: Privacy Leakage from Gradients. IJCNN Yijue Wang, Jieren Deng, Dan Guo, Chenghong Wang, Xianrui Meng, Hang Liu, Chao Shang, Binghui Wang, Qin Cao, Caiwen Ding, Sanguthevar Rajasekaran
2021	—	`conf`	A Secure and Efficient Federated Learning Framework for NLP. EMNLP (1) Chenghong Wang, Jieren Deng, Xianrui Meng, Yijue Wang, Ji Li, Sheng Lin, Shuo Han, Fei Miao, Sanguthevar Rajasekaran, Caiwen Ding
2021	A*	`conf`	Against Membership Inference Attack: Pruning is All You Need. IJCAI Yijue Wang, Chenghong Wang, Zigeng Wang, Shanglin Zhou, Hang Liu, Jinbo Bi, Caiwen Ding, Sanguthevar Rajasekaran
2021	J	`jnl`	China's 12-Year Quest of Autonomous Vehicular Intelligence: The Intelligent Vehicles Future Challenge Program. IEEE Intell. Transp. Syst. Mag. Fei-Yue Wang, Nanning Zheng, Li Li, Jingmin Xin, Xiao Wang, Linhai Xu, Bin Tian, Guozheng Wu, Zhaotian Zhang, Chenghong Wang, Long Chen
2021	—	`conf`	DP-Sync: Hiding Update Patterns in Secure Outsourced Databases with Differential Privacy. SIGMOD Conference Chenghong Wang, Johes Bater, Kartik Nayak, Ashwin Machanavajjhala
2021	J	`jnl`	DP-Sync: Hiding Update Patterns in Secure Outsourced Databases with Differential Privacy. CoRR Chenghong Wang, Johes Bater, Kartik Nayak, Ashwin Machanavajjhala
2021	—	`conf`	Practical Security and Privacy for Database Systems. SIGMOD Conference Xi He, Jennie Rogers, Johes Bater, Ashwin Machanavajjhala, Chenghong Wang, Xiao Wang
2021	—	`conf`	TAG: Gradient Attack on Transformer-based Language Models. EMNLP (Findings) Jieren Deng, Yijue Wang, Ji Li, Chenghong Wang, Chao Shang, Hang Liu, Sanguthevar Rajasekaran, Caiwen Ding
2020	—	`conf`	Crypt?: Crypto-Assisted Differential Privacy on Untrusted Servers. SIGMOD Conference Amrita Roy Chowdhury, Chenghong Wang, Xi He, Ashwin Machanavajjhala, Somesh Jha
2020	J	`jnl`	ESMFL: Efficient and Secure Models for Federated Learning. CoRR Sheng Lin, Chenghong Wang, Hongjia Li, Jieren Deng, Yanzhi Wang, Caiwen Ding
2020	J	`jnl`	MCMIA: Model Compression Against Membership Inference Attack in Deep Neural Networks. CoRR Yijue Wang, Chenghong Wang, Zigeng Wang, Shanglin Zhou, Hang Liu, Jinbo Bi, Caiwen Ding, Sanguthevar Rajasekaran
2020	Misc	`conf`	Poirot: private contact summary aggregation: poster abstract. SenSys Yanping Zhang, Chenghong Wang, David Pujol, Johes Bater, Matthew Lentz, Ashwin Machanavajjhala, Kartik Nayak, Lavanya Vasudevan, Jun Yang
2020	J	`jnl`	SAPAG: A Self-Adaptive Privacy Attack From Gradients. CoRR Yijue Wang, Jieren Deng, Dan Guo, Chenghong Wang, Xianrui Meng, Hang Liu, Caiwen Ding, Sanguthevar Rajasekaran
2019	J	`jnl`	Outis: Crypto-Assisted Differential Privacy on Untrusted Servers. CoRR Amrita Roy Chowdhury, Chenghong Wang, Xi He, Ashwin Machanavajjhala, Somesh Jha
2019	J	`jnl`	Parallel testing of vehicle intelligence via virtual-real interaction. Sci. Robotics 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
2019	J	`jnl`	SecureLR: Secure Logistic Regression Model via a Hybrid Cryptographic Protocol. IEEE ACM Trans. Comput. Biol. Bioinform. Yichen Jiang, Jenny Hamer, Chenghong Wang, Xiaoqian Jiang, Miran Kim, Yongsoo Song, Yuhou Xia, Noman Mohammed, Md. Nazmus Sadat, Shuang Wang
2018	—	`conf`	A Fast and Effective Memristor-Based Method for Finding Approximate Eigenvalues and Eigenvectors of Non-negative Matrices. ISVLSI Chenghong Wang, Zeinab S. Jalali, Caiwen Ding, Yanzhi Wang, Sucheta Soundarajan
2018	Misc	`conf`	Privacy-preserving biomedical data dissemination via a hybrid approach. AMIA Yichen Jiang, Chenghong Wang, Shuang Wang
2017	Misc	`conf`	SCOTCH: Secure Counting Of encrypTed genomiC data using a Hybrid approach. AMIA Chenghong Wang, Yichen Jiang, Feng Chen, Noman Mohammed, Xiaoqian Jiang, Md Momin Al Aziz, Md. Nazmus Sadat, Shuang Wang
2017	A*	`conf`	The k-peak Decomposition: Mapping the Global Structure of Graphs. WWW Priya Govindan, Chenghong Wang, Chumeng Xu, Hongyu Duan, Sucheta Soundarajan
2014	J	`jnl`	Special issue on big data research in China. Knowl. Inf. Syst. Nanning Zheng, Jun Zhang, Chenghong Wang
2009	B	`conf`	A local approach of adaptive affinity propagation clustering for large scale data. IJCNN Changyin Sun, Chenghong Wang, Su Song, Yifan Wang
2008	—	`conf`	An Improved Delay-dependent Stability Criteria for Recurrent Neural Networks with Time-varying Delay. ISIC Zhuo Wang, Chenghong Wang, Su Song
2007	—	`conf`	Deterministic Learning and Pattern-Based NN Control. ISIC Cong Wang, Tengfei Liu, Chenghong Wang
2007	—	`conf`	Rapid Recognition of Dynamical Patterns via Deterministic Learning and State Observation. ISIC Cong Wang, Chenghong Wang, Su Song
2004	J	`jnl`	An enhanced 0-1 mixed-integer LP formulation for traffic signal control. IEEE Trans. Intell. Transp. Syst. Wei-Hua Lin, Chenghong Wang