| 2026 | AAAI | PASA: Progressive-Adaptive Spectral Augmentation for Automated Auscultation in Data-Scarce Environments. | Ying Wang, Guoheng Huang, Xueyuan Gong, Xinxin Wang, Xiaochen Yuan |
| 2025 | ICIP | Lorentz Transformation Neural Network. | Wenyuan Li, Jingchao Wang, Guoheng Huang, Tongxu Lin, Guo Zhong, Xiaochen Yuan, Chi-Man Pun, Zhibo Wang, An Zeng |
| 2025 | ICONIP | ISSD-NET: Intra-student Self-distillation with Adaptive q-vMF Loss for Enhanced Semi-supervised Medical Segmentation. | Haowen Li, Guoheng Huang, Xiaochen Yuan, Yan Li, Chi-Man Pun, Baiying Lei, Zhixin Huang |
| 2025 | ICONIP | Superpixel-Enhanced Quaternion Feature Fusion and Contextualization Graph Contrastive Learning for Cervical Cancer Diagnosis. | Jiajun Ma, Guoheng Huang, Xiaochen Yuan, Xuhang Chen, Jiawang Chen, Lianglun Cheng, Chi-Man Pun, Guo Zhong, Qingjian Ye |
| 2025 | IJCNN | SimCNet: Leveraging Similarity-Aware and Multi-Scale Features for Robust Cell Segmentation. | Jiajie Huang, Guoheng Huang, Xiaoxue Ling, Yumian Yu, Hao Tang, Yihang Dong, Yuancong Feng, Lianglun Cheng |
| 2025 | IJCNN | Multi-Scale Adaptively-Aware and Recalibration Network for Brain Tumor Segmentation with Missing Modalities. | Xin Li, Guoheng Huang, Zhipeng Zheng, Xuhang Chen, Zhixin Huang, Lianglun Cheng |
| 2025 | IJCNN | Adaptive Query Prompting for Multi-Domain Landmark Detection. | Yuhui Li, Qiusen Wei, Guoheng Huang, Xiaochen Yuan, Guo Zhong, Jianwen Huang, Jiajie Huang |
| 2025 | IJCNN | Guidance Net: Remote Sensing Image Dehazing with Guidance of Prompt Texture Information Embedding. | Zhengguang Tan, Guoheng Huang, Lianglun Cheng, Alex Hay-Man Ng |
| 2025 | MMM | Cross-View Geo-Localization via Learning Correspondence Semantic Similarity Knowledge. | Guanli Chen, Guoheng Huang, Xiaochen Yuan, Xuhang Chen, Guo Zhong, Chi-Man Pun |
| 2024 | AAAI | PVALane: Prior-Guided 3D Lane Detection with View-Agnostic Feature Alignment. | Zewen Zheng, Xuemin Zhang, Yongqiang Mou, Xiang Gao, Chengxin Li, Guoheng Huang, Chi-Man Pun, Xiaochen Yuan |
| 2024 | CGI | PDGC: Properly Disentangle by Gating and Contrasting for Cross-Domain Few-Shot Classification. | Yanjie Chen, Guoheng Huang, Xiaochen Yuan, Xuhang Chen, Yan Li, Chi-Man Pun, Junbing Quan |
| 2024 | ICONIP | FOPS-V: Feature-Aware Optimization and Parallel Scale Fusion for 3D Human Reconstruction in Video. | Yang Huang, Guoheng Huang, Lianglun Cheng, Yejing Huo, Xuhang Chen, Xiaochen Yuan, Guo Zhong, Chi-Man Pun |
| 2024 | ICONIP | ROSAL: Semi-supervised Active Learning with Representation Aggregation and Outlier for Endoscopy Image Classification. | Xiaocong Huang, Guoheng Huang, Guo Zhong, Xiaochen Yuan, Xuhang Chen, Chi-Man Pun, Jianwu Chen |
| 2024 | ICPR | DSTNet: Distinguishing Source and Target Areas for Image Copy-Move Forgery Detection. | Kaiqi Zhao, Xiaochen Yuan, Guoheng Huang, Kun Liu |
| 2024 | SMC | Medical Visual Prompting (MVP): A Unified Framework for Versatile and High-Quality Medical Image Segmentation. | Yulin Chen, Guoheng Huang, Kai Huang, Zijin Lin, Guo Zhong, Shenghong Luo, Jie Deng, Jian Zhou |
| 2024 | SMC | Cross-Modality Disentangled Information Bottleneck Strategy for Multimodal Sentiment Analysis. | Zhengnan Deng, Guoheng Huang, Guo Zhong, Xiaochen Yuan, Lian Huang, Chi-Man Pun |
| 2024 | SMC | IAMS-Net: An Illumination-Adaptive Multi-Scale Lesion Segmentation Network. | Yisen Zheng, Guoheng Huang, Feng Zhang, Lianglun Cheng, Xiaochen Yuan, Guo Zhong, Shenghong Luo |
| 2023 | ICANN | A Noise Convolution Network for Tampering Detection. | Zhiyao Xie, Xiaochen Yuan, Chan-Tong Lam, Guoheng Huang |
| 2023 | ICANN | RA-Net: A Deep Learning Approach Based on Residual Structure and Attention Mechanism for Image Copy-Move Forgery Detection. | Kaiqi Zhao, Xiaochen Yuan, Zhiyao Xie, Guoheng Huang, Li Feng |
| 2023 | MMM | Single Cross-domain Semantic Guidance Network for Multimodal Unsupervised Image Translation. | Jiaying Lan, Lianglun Cheng, Guoheng Huang, Chi-Man Pun, Xiaochen Yuan, Shangyu Lai, Hongrui Liu, Wing-Kuen Ling |
| 2015 | IV | Video Object Tracking Using Interactive Segmentation and Superpixel Based Gaussian Kernel. | Guoheng Huang, Chi-Man Pun, Cong Lin |