| 2026 | AAAI | Look Closer! An Adversarial Parametric Editing Framework for Hallucination Mitigation in VLMs. | Jiayu Hu, Beibei Li, Jiangwei Xia, Yanjun Qin, Bing Ji, Zhongshi He |
| 2025 | IJCNN | SAM-AEKD: SAM-Based Knowledge Distillation with Adaptive Fusion and Edge Features for Enhancing Medical Image Segmentation. | Shirong Zhou, Xing Wu, Chengliang Wang, Lingqiu Zeng, Zhongshi He, Yao Liu |
| 2025 | SMC | SAM-Teacher: SAM can be a Good Teacher for Enhancing Medical Image Segmentation. | Lan Li, Xing Wu, Dejian Fang, Zhongshi He |
| 2024 | IJCNN | Predict EGFR Mutation Status on CT Images Using Texture and Contour Enhanced Masked Autoencoders. | Yuping Peng, Xing Wu, Zhongshi He, Chengliang Wang, Haidong Wang, Peng Wang, Hongqian Wang |
| 2024 | IJCNN | Anomaly Detection in Chest X-ray Images with Adversarial Masked Autoencoder. | Yehong Tong, Xing Wu, Zhongshi He, Chengliang Wang, Haidong Wang, Peng Wang |
| 2024 | IJCNN | Dual-Branch Retinal OCT Anomaly Detection Based on Knowledge Distillation and Reconstruction. | Minghui Zhai, Xing Wu, Zhongshi He, Chengliang Wang, Haidong Wang, Peng Wang |
| 2024 | SMC | Visual Navigation by Fusing Object Semantic Feature. | Weimin Li, Xing Wu, Chengliang Wang, Zhongshi He, Peng Wang, Hongqian Wang |
| 2023 | ICONIP | Visual Navigation of Target-Driven Memory-Augmented Reinforcement Learning. | Weimin Li, Xing Wu, Zhongshi He, Bo Zhou |
| 2022 | COLING | A Hierarchical Interactive Network for Joint Span-based Aspect-Sentiment Analysis. | Wei Chen, Jinglong Du, Zhao Zhang, Fuzhen Zhuang, Zhongshi He |
| 2022 | ICANN | SubCrime: Counterfactual Data Augmentation for Target Sentiment Analysis. | Wei Chen, Lulu Wang, Jinglong Du, Zhongshi He |
| 2022 | ICASSP | 3d Cross-Scale Feature Transformer Network for Brain Mr Image Super-Resolution. | Wanqi Zhang, Lulu Wang, Wei Chen, Yuanyuan Jia, Zhongshi He, Jinglong Du |
| 2021 | ICASSP | Gating Feature Dense Network for Single Anisotropic Mr Image Super-Resolution. | Weidong He, Yangjinan Hu, Lulu Wang, Zhongshi He, Jinglong Du |
| 2021 | IJCNN | High-Resolution Recurrent Gated Fusion Network for 3D Pancreas Segmentation. | Weijia Li, Xing Wu, Yangjinan Hu, Lulu Wang, Zhongshi He, Jinglong Du |
| 2021 | IJCNN | 3D Multi-Branch Encoder-Decoder Networks with Attentional Feature Fusion for Pulmonary Nodule Detection in CT Scans. | Chenjiao Zhang, Lulu Wang, Xing Wu, Zhongshi He |
| 2020 | AAAI | HS-CAI: A Hybrid DCOP Algorithm via Combining Search with Context-Based Inference. | Dingding Chen, Yanchen Deng, Ziyu Chen, Wenxin Zhang, Zhongshi He |
| 2020 | ICASSP | A Model-Based Deep Network for MRI Reconstruction Using Approximate Message Passing Algorithm. | Xiaoyu Qiao, Jinglong Du, Lulu Wang, Zhongshi He, Yuanyuan Jia |
| 2019 | AAAI | A Generic Approach to Accelerating Belief Propagation Based Incomplete Algorithms for DCOPs via a Branch-and-Bound Technique. | Ziyu Chen, Xingqiong Jiang, Yanchen Deng, Dingding Chen, Zhongshi He |
| 2018 | IJCNN | FHEDN: A context modeling Feature Hierarchy Encoder-Decoder Network for face detection. | Zexun Zhou, Zhongshi He, Ziyu Chen, Yuanyuan Jia, Haiyan Wang, Jinglong Du, Dingding Chen, Lulu Wang, Jing Chen |
| 2016 | GECCO | A novel Multi-objective Optimization-based Image Registration Method. | Meifeng Shi, Zhongshi He, Ziyu Chen, Hang Zhang |
| 2011 | NLDB | Data-Driven Approach Based on Semantic Roles for Recognizing Temporal Expressions and Events in Chinese. | Hector Llorens, Estela Saquete, Borja Navarro, Liu Li, Zhongshi He |
| 2010 | GECCO | Particle swarm optimizer with self-adjusting neighborhoods. | Ziyu Chen, Zhongshi He, Cheng Zhang |
| 2009 | GECCO | The non-clique particle swarm optimizer. | Ziyu Chen, Zhongshi He, Cheng Zhang |
| 2001 | ISADS | Dependability Modeling of Homogeneous and Heterogeneous Distributed Systems. | Yinong Chen, Zhongshi He |