| 2026 | DASFAA | Dual-Verbalizer with Label Correlation Modeling for Few-Shot Multi-Label Text Classification. | Zhiyi Tian, Jingwen Sun, Guangzhong Sun, Jingwei Sun, Yu He |
| 2025 | ACISP | MG-Det: Deepfake Detection with Multi-granularity. | Ahmed Asiri, Luoyu Chen, Zhiyi Tian, Xiaoyu Ding, Shui Yu |
| 2025 | ACL | Introducing Graph Context into Language Models through Parameter-Efficient Fine-Tuning for Lexical Relation Mining. | Jingwen Sun, Zhiyi Tian, Yu He, Jingwei Sun, Guangzhong Sun |
| 2025 | GLOBECOM | Fine-Grained Privacy-Preserving Semantic Communication against Eavesdropping Attacks. | Wanyu Li, Zhiyi Tian, Weiqi Wang, Xiaoyu Ding, Shui Yu |
| 2025 | PAKDD | IDIR: Interpolated Diffusion Image Reconstruction for Generalizable Detection of Synthetic Images. | Xiaoyu Ding, Weiqi Wang, Zhiyi Tian, Shui Yu |
| 2025 | PAKDD | Inversion Triplet - A Contrastive Backdoor Mitigation Method for Self-Supervised Vision Encoders. | Hiep Vo, Zhiyi Tian, Chenhan Zhang, James Xi Zheng, Shui Yu |
| 2025 | PAKDD | Can Self Supervision Rejuvenate Similarity-Based Link Prediction? | Chenhan Zhang, Weiqi Wang, Zhiyi Tian, James Jianqiao Yu, Dali Kaafar, An Liu, Shui Yu |
| 2025 | WCNC | MOUSSE: A Multimodality-Oriented Unified Semantic Communication System by Contrastive Learning. | Tao Zhang, Feng Wu, Zhiyi Tian, Chenhan Zhang, Shui Yu |
| 2025 | WWW | TAPE: Tailored Posterior Difference for Auditing of Machine Unlearning. | Weiqi Wang, Zhiyi Tian, An Liu, Shui Yu |
| 2024 | ACISP | Unveiling the Unseen: Video Recognition Attacks on Social Software. | Hangyu Zhao, Hua Wu, Xuqiong Bian, Songtao Liu, Guang Cheng, Xiaoyan Hu, Zhiyi Tian |
| 2024 | GLOBECOM | From the Perspective of AI Safety: Analyzing the Impact of XAI Performance on Adversarial Attack. | Ahmed Asiri, Feng Wu, Zhiyi Tian, Shui Yu |
| 2023 | AsiaCCS | BFU: Bayesian Federated Unlearning with Parameter Self-Sharing. | Weiqi Wang, Zhiyi Tian, Chenhan Zhang, An Liu, Shui Yu |
| 2022 | TrustCom | Utility-Aware Privacy-Preserving Federated Learning through Information Bottleneck. | Shaolong Guo, Zhou Su, Zhiyi Tian, Shui Yu |
| 2021 | TrustCom | A Novel Android Malware Detection Method Based on Visible User Interface. | Shuaishuai Tan, Zhiyi Tian, Xiaoxiong Zhong, Shui Yu, Weizhe Zhang, Guozhong Dong |