| 2026 | AAAI | Debiased Dual-Invariant Defense for Adversarially Robust Person Re-Identification. | Yuhang Zhou, Yanxiang Zhao, Zhongyun Hua, Zhipu Liu, Zhaoquan Gu, Qing Liao, Leo Yu Zhang |
| 2026 | PAKDD | Triangle Counting Under Edge Relationship Local Differential Privacy: The Case of Restricted Extended Local Views. | Wenzheng Xia, Shuangqing Xu, Yifeng Zheng, Lei Xu, Zhongyun Hua |
| 2025 | AAAI | Phoneme-Level Feature Discrepancies: A Key to Detecting Sophisticated Speech Deepfakes. | Kuiyuan Zhang, Zhongyun Hua, Rushi Lan, Yushu Zhang, Yifang Guo |
| 2025 | AAAI | Multi-View Collaborative Learning Network for Speech Deepfake Detection. | Kuiyuan Zhang, Zhongyun Hua, Rushi Lan, Yifang Guo, Yushu Zhang, Guoai Xu |
| 2025 | CCS | Harnessing Sparsification in Federated Learning: A Secure, Efficient, and Differentially Private Realization. | Shuangqing Xu, Yifeng Zheng, Zhongyun Hua |
| 2025 | TrustCom | Privacy-Assured Analytics on Decentralized Graphs:The Case of Graph Learning. | Longji Li, Yifeng Zheng, Songlei Wang, Zhongyun Hua, Lei Xu, Yansong Gao |
| 2024 | AAAI | Conditional Backdoor Attack via JPEG Compression. | Qiuyu Duan, Zhongyun Hua, Qing Liao, Yushu Zhang, Leo Yu Zhang |
| 2024 | CCS | Camel: Communication-Efficient and Maliciously Secure Federated Learning in the Shuffle Model of Differential Privacy. | Shuangqing Xu, Yifeng Zheng, Zhongyun Hua |
| 2024 | CVPR | Defense without Forgetting: Continual Adversarial Defense with Anisotropic & Isotropic Pseudo Replay. | Yuhang Zhou, Zhongyun Hua |
| 2024 | ICML | IBD-PSC: Input-level Backdoor Detection via Parameter-oriented Scaling Consistency. | Linshan Hou, Ruili Feng, Zhongyun Hua, Wei Luo, Leo Yu Zhang, Yiming Li |
| 2024 | WISE | SARA: A Sparsity-Aware Efficient Oblivious Aggregation Service for Federated Matrix Factorization. | Yifeng Zheng, Tianchen Xiong, Huajie Ouyang, Songlei Wang, Zhongyun Hua, Yansong Gao |
| 2023 | ICIP | CDNet: Cluster Decision for Deepfake Detection Generalization. | Zeming Hou, Zhongyun Hua, Kuiyuan Zhang, Yushu Zhang |
| 2023 | IJCNN | MocGCL: Molecular Graph Contrastive Learning via Negative Selection. | Jinhao Cui, Heyan Chai, Yanbin Gong, Ye Ding, Zhongyun Hua, Cuiyun Gao, Qing Liao |
| 2022 | ICONIP | Deep Contrastive Multi-view Subspace Clustering. | Lei Cheng, Yongyong Chen, Zhongyun Hua |
| 2022 | ICONIP | Detecting and Mitigating Backdoor Attacks with Dynamic and Invisible Triggers. | Zhibin Zheng, Zhongyun Hua, Leo Yu Zhang |
| 2018 | SMC | A Novel Differential-Chaos-Shift-Keying Secure Communication Scheme. | Hang Cai, Zhongyun Hua, Hejiao Huang |
| 2015 | SMC | Image Cipher Using a New Interactive Two-Dimensional Chaotic Map. | Zhongyun Hua, Yiran Wang, Yicong Zhou |
| 2014 | SMC | Image encryption using 2D Logistic-Sine chaotic map. | Zhongyun Hua, Yicong Zhou, Chi-Man Pun, C. L. Philip Chen |