| 2026 | ACL | Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning. | Yiming Huang, Zhenbo Shi, Shuzheng Gao, Cuiyun Gao, Peiyi Han, Chuanyi Liu |
| 2026 | ACL | Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs. | Yiming Huang, Zhenbo Shi, Xin-Cheng Wen, Jichuan Zeng, Cuiyun Gao, Peiyi Han, Chuanyi Liu |
| 2025 | AAAI | Stop Diverse OOD Attacks: Knowledge Ensemble for Reliable Defense. | Zhenbo Shi, Xiaoman Liu, Yuxuan Zhang, Shuchang Wang, Rui Shu, Zhidong Yu, Wei Yang, Liusheng Huang |
| 2025 | AAAI | AAKR: Adversarial Attack-based Knowledge Retention for Continual Semantic Segmentation. | Zhidong Yu, Xiaoman Liu, Jiajun Hu, Zhenbo Shi, Wei Yang |
| 2025 | AAAI | RP-PGD: Boosting Segmentation Robustness with a Region-and-Prototype Based Adversarial Attack. | Yuxuan Zhang, Zhenbo Shi, Shuchang Wang, Wei Yang, Shaowei Wang, Yinxing Xue |
| 2025 | ICASSP | Tip the Scales: Achieving Balance in Adversarial Examples Across Modalities. | Zhenbo Shi, Zhidong Yu, Yuxuan Zhang, Shuchang Wang, Xiaoman Liu, Wei Yang, Liusheng Huang |
| 2024 | AAAI | Attacks on Continual Semantic Segmentation by Perturbing Incremental Samples. | Zhidong Yu, Wei Yang, Xike Xie, Zhenbo Shi |
| 2024 | AAAI | TIKP: Text-to-Image Knowledge Preservation for Continual Semantic Segmentation. | Zhidong Yu, Wei Yang, Xike Xie, Zhenbo Shi |
| 2024 | IJCAI | GenSeg: On Generating Unified Adversary for Segmentation. | Yuxuan Zhang, Zhenbo Shi, Wei Yang, Shuchang Wang, Shaowei Wang, Yinxing Xue |
| 2022 | AAAI | Shape Prior Guided Attack: Sparser Perturbations on 3D Point Clouds. | Zhenbo Shi, Zhi Chen, Zhenbo Xu, Wei Yang, Zhidong Yu, Liusheng Huang |
| 2021 | ICASSP | VK-Net: Category-Level Point Cloud Registration with Unsupervised Rotation Invariant Keypoints. | Zhi Chen, Wei Yang, Zhenbo Xu, Zhenbo Shi, Liusheng Huang |
| 2021 | ICASSP | Mask4D: 4D Convolution Network for Light Field Occlusion Removal. | Yingjie Li, Wei Yang, Zhenbo Xu, Zhi Chen, Zhenbo Shi, Yi Zhang, Liusheng Huang |
| 2021 | ICASSP | Adversarial Attacks on Object Detectors with Limited Perturbations. | Zhenbo Shi, Wei Yang, Zhenbo Xu, Zhi Chen, Yingjie Li, Haoran Zhu, Liusheng Huang |
| 2021 | ICCV | Continuous Copy-Paste for One-stage Multi-object Tracking and Segmentation. | Zhenbo Xu, Ajin Meng, Zhenbo Shi, Wei Yang, Zhi Chen, Liusheng Huang |
| 2021 | IJCNN | Private FLI: Anti-Gradient Leakage Recovery Data Privacy Architecture. | Huichao Wang, Wei Yang, Bangzhou Xin, Yangyang Geng, Zhenbo Shi, Liusheng Huang |