| 2026 | ACL | TokenPenalty: Alleviating Attention Sinks and Positional Decay in LVLMs. | Xiaofeng Zhang, Yuanchao Zhu, Qiyan Zhao, Xiaosong Yuan, Jiawei Cao, Xuhang Chen |
| 2025 | CGI | Enhancing the Transferability of Adversarial Examples Against No-Reference Image Quality Assessment Models. | Yijia Zeng, Xuhang Chen, Chi-Man Pun |
| 2025 | CGI | SWAN: A Synergistic Wavelet Attention Network for Enhanced Underwater Image Enhancement. | Junhua Zhou, Quanjun Li, Yihang Dong, Zimeng Li, Zexiao Liang, Xiujun Zhang, Xuhang Chen |
| 2025 | ICASSP | Underwater Image Restoration via Polymorphic Large Kernel CNNs. | Xiaojiao Guo, Yihang Dong, Xuhang Chen, Weiwen Chen, Zimeng Li, Fuchen Zheng, Chi-Man Pun |
| 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 | IJCAI | LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction. | Jiesong Bai, Yuhao Yin, Yihang Dong, Xiaofeng Zhang, Chi-Man Pun, Xuhang Chen |
| 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 | MMM | Cross-View Geo-Localization via Learning Correspondence Semantic Similarity Knowledge. | Guanli Chen, Guoheng Huang, Xiaochen Yuan, Xuhang Chen, Guo Zhong, Chi-Man Pun |
| 2025 | PRICAI | SFormer: SNR-Guided Transformer for Underwater Image Enhancement from the Frequency Domain. | Xin Tian, Yingtie Lei, Xiujun Zhang, Zimeng Li, Chi-Man Pun, Xuhang Chen |
| 2025 | SMC | MAC-Lookup: Multi-Axis Conditional Lookup Model for Underwater Image Enhancement. | Fanghai Yi, Zehong Zheng, Zexiao Liang, Yihang Dong, Xiyang Fang, Wangyu Wu, Xuhang Chen |
| 2025 | WACV | High-Fidelity Document Stain Removal via A Large-Scale Real-World Dataset and A Memory-Augmented Transformer. | Mingxian Li, Hao Sun, Yingtie Lei, Xiaofeng Zhang, Yihang Dong, Yilin Zhou, Zimeng Li, Xuhang Chen |
| 2024 | AAAI | Devignet: High-Resolution Vignetting Removal via a Dual Aggregated Fusion Transformer with Adaptive Channel Expansion. | Shenghong Luo, Xuhang Chen, Weiwen Chen, Zinuo Li, Shuqiang Wang, Chi-Man Pun |
| 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 | ICONIP | Test-Time Intensity Consistency Adaptation for Shadow Detection. | Leyi Zhu, Weihuang Liu, Xinyi Chen, Zimeng Li, Xuhang Chen, Zhen Wang, Chi-Man Pun |
| 2024 | SMC | DocDeshadower: Frequency-Aware Transformer for Document Shadow Removal. | Ziyang Zhou, Yingtie Lei, Xuhang Chen, Shenghong Luo, Wenjun Zhang, Chi-Man Pun, Zhen Wang |
| 2023 | ICASSP | Shadocnet: Learning Spatial-Aware Tokens in Transformer for Document Shadow Removal. | Xuhang Chen, Xiaodong Cun, Chi-Man Pun, Shuqiang Wang |
| 2023 | ICCV | High-Resolution Document Shadow Removal via A Large-Scale Real-World Dataset and A Frequency-Aware Shadow Erasing Net. | Zinuo Li, Xuhang Chen, Chi-Man Pun, Xiaodong Cun |
| 2023 | IJCAI | A Large-Scale Film Style Dataset for Learning Multi-frequency Driven Film Enhancement. | Zinuo Li, Xuhang Chen, Shuqiang Wang, Chi-Man Pun |