| 2026 | ICPR | Beyond Standard Benchmarks: A Systematic Audit of Vision-Language Model's Robustness to Natural Semantic Variation Across Diverse Tasks. | Jia Chengyu, AprilPyone MaungMaung, Huy H. Nguyen, Jinyin Chen, Isao Echizen |
| 2025 | AAAI | PhyCamo: A Robust Physical Camouflage via Contrastive Learning for Multi-View Physical Adversarial Attack. | Ximin Zhang, Jinyin Chen, Haibin Zheng, Zhenguang Liu |
| 2024 | CCS | TREC: APT Tactic / Technique Recognition via Few-Shot Provenance Subgraph Learning. | Mingqi Lv, Hongzhe Gao, Xuebo Qiu, Tieming Chen, Tiantian Zhu, Jinyin Chen, Shouling Ji |
| 2024 | ECCV | EditShield: Protecting Unauthorized Image Editing by Instruction-Guided Diffusion Models. | Ruoxi Chen, Haibo Jin, Yixin Liu, Jinyin Chen, Haohan Wang, Lichao Sun |
| 2024 | ECCV | CatchBackdoor: Backdoor Detection via Critical Trojan Neural Path Fuzzing. | Haibo Jin, Ruoxi Chen, Jinyin Chen, Haibin Zheng, Yang Zhang, Haohan Wang |
| 2024 | TrustCom | Fedfair: A Debiasing Algorithm for Federated Learning Systems. | Haibin Zheng, Tianxin Zhang, Jinyin Chen |
| 2023 | ICDM | An in-depth analysis of robustness and accuracy of recommendation systems. | Haonan Ma, Can Wang, Yunwei Zhao, Luhua Wang, Xiulian Cao, Jinyin Chen, Han Han, Meichen Liu |
| 2022 | ACL | Improving Robustness of Language Models from a Geometry-aware Perspective. | Bin Zhu, Zhaoquan Gu, Le Wang, Jinyin Chen, Qi Xuan |
| 2022 | ECCV | Understanding the Dynamics of DNNs Using Graph Modularity. | Yao Lu, Wen Yang, Yunzhe Zhang, Zuohui Chen, Jinyin Chen, Qi Xuan, Zhen Wang, Xiaoniu Yang |
| 2022 | ICSE | NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification. | Haibin Zheng, Zhiqing Chen, Tianyu Du, Xuhong Zhang, Yao Cheng, Shouling Ji, Jingyi Wang, Yue Yu, Jinyin Chen |
| 2020 | CCS | Adversarial Detection on Graph Structured Data. | Jinyin Chen, Huiling Xu, Jinhuan Wang, Qi Xuan, Xuhong Zhang |
| 2020 | CIKM | Hyper-Substructure Enhanced Link Predictor. | Jian Zhang, Jun Zheng, Jinyin Chen, Qi Xuan |
| 2020 | ICSE | Software visualization and deep transfer learning for effective software defect prediction. | Jinyin Chen, Keke Hu, Yue Yu, Zhuangzhi Chen, Qi Xuan, Yi Liu, Vladimir Filkov |
| 2020 | IECON | Feature Explainable Deep Classification for Signal Modulation Recognition. | Jinyin Chen, Shenghuan Miao, Haibin Zheng, Shilian Zheng |
| 2011 | ICNC | T-Cell detector maturation algorithm based on cooperative co-evolution GA. | Jinyin Chen, Dongyong Yang, Zhilin Feng |
| 2010 | ICNC | Constrained handling in multi-objective optimization based on Quantum-behaved particle swarm optimization. | Jinyin Chen, Dongyong Yang |
| 2009 | ICNC | Intrusion Detection System Platform Based on Light-Weighted Hybrid Artificial Immune Algorithms. | Jinyin Chen, Dongyong Yang |
| 2007 | ICNC | Self-Adaptive Crossover Particle Swarm Optimizer for Multi-dimension Functions Optimization. | Dongyong Yang, Jinyin Chen, Naofumi Matsumoto |
| 2007 | SNPD | Particle Swarm Optimization with Adaptive Parameters. | Dongyong Yang, Jinyin Chen, Naofumi Matsumoto |