| 2026 | ACL | TRAC: Teacher-Guided Token Reward with Adaptive Calibration for Robust Policy Optimization. | Sitong Wu, Haoru Tan, Xichen Zhang, Bin Xia, Wenhu Zhang, Xiaojuan Qi, Bei Yu, Jiaya Jia |
| 2026 | ACL | SearchGym: Bootstrapping Real-World Search Agents via Cost-Effective and High-Fidelity Environment Simulation. | Xichen Zhang, Ziyi He, Yinghao Zhu, Sitong Wu, Shaozuo Yu, Meng Chu, Wenhu Zhang, Haoru Tan, Jiaya Jia |
| 2025 | IJCNN | MATIBL: Multi-level Augmented Trajectory Imputation via Bootstrapping Learning. | Wenhu Zhang, Tianxi Liao, Yi Xu, Jian Huang |
| 2025 | WACV | Effective and Efficient Medical Image Segmentation with Hierarchical Context Interaction. | Zehua Cheng, Di Yuan, Wenhu Zhang, Thomas Lukasiewicz |
| 2022 | ECCV | SP-Net: Slowly Progressing Dynamic Inference Networks. | Huanyu Wang, Wenhu Zhang, Shihao Su, Hui Wang, Zhenwei Miao, Xin Zhan, Xi Li |
| 2022 | ECCV | Saliency Hierarchy Modeling via Generative Kernels for Salient Object Detection. | Wenhu Zhang, Liangli Zheng, Huanyu Wang, Xintian Wu, Xi Li |
| 2021 | CVPR | Deep RGB-D Saliency Detection With Depth-Sensitive Attention and Automatic Multi-Modal Fusion. | Peng Sun, Wenhu Zhang, Huanyu Wang, Songyuan Li, Xi Li |