| 2025 | ICASSP | BP-GPT: Auditory Neural Decoding Using fMRI-prompted LLM. | Xiaoyu Chen, Changde Du, Che Liu, Yizhe Wang, Huiguang He |
| 2025 | ICASSP | ThicknessVAE: Learning a Lateral Prior for Clothed Human Body Reconstruction. | Xiaotao Wu, Zhaoxin Fan, Huiguang He, Dinggang Shen |
| 2025 | ICIG | Lesion Localization Prior-Driven Few-Shot Learning for Branch Atheromatous Disease Diagnosis. | Kaijun Zhang, Shengde Li, Shengpei Wang, Jie Peng, Shangyi Shi, Bin Peng, Jun Ni, Huiguang He |
| 2025 | ICLR | Animate Your Thoughts: Reconstruction of Dynamic Natural Vision from Human Brain Activity. | Yizhuo Lu, Changde Du, Chong Wang, Xuanliu Zhu, Liuyun Jiang, Xujin Li, Huiguang He |
| 2025 | ICML | EmoGrowth: Incremental Multi-label Emotion Decoding with Augmented Emotional Relation Graph. | Kaicheng Fu, Changde Du, Jie Peng, Kunpeng Wang, Shuangchen Zhao, Xiaoyu Chen, Huiguang He |
| 2024 | ICLR | CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic Decoding. | Qiongyi Zhou, Changde Du, Shengpei Wang, Huiguang He |
| 2023 | ICONIP | RoBrain: Towards Robust Brain-to-Image Reconstruction via Cross-Domain Contrastive Learning. | Che Liu, Changde Du, Huiguang He |
| 2023 | ICONIP | A Fine-Grained Domain Adaptation Method for Cross-Session Vigilance Estimation in SSVEP-Based BCI. | Kangning Wang, Shuang Qiu, Wei Wei, Ying Gao, Huiguang He, Minpeng Xu, Dong Ming |
| 2023 | MICCAI | Mammo-Net: Integrating Gaze Supervision and Interactive Information in Multi-view Mammogram Classification. | Changkai Ji, Changde Du, Qing Zhang, Sheng Wang, Chong Ma, Jiaming Xie, Yan Zhou, Huiguang He, Dinggang Shen |
| 2022 | ICML | Going Deeper into Permutation-Sensitive Graph Neural Networks. | Zhongyu Huang, Yingheng Wang, Chaozhuo Li, Huiguang He |
| 2022 | MICCAI | Graph Emotion Decoding from Visually Evoked Neural Responses. | Zhongyu Huang, Changde Du, Yingheng Wang, Huiguang He |
| 2021 | IJCNN | A Cross-Modal Guiding and Fusion Method for Multi-Modal RSVP-based Image Retrieval. | Jiayu Mao, Shuang Qiu, Dan Li, Wei Wei, Huiguang He |
| 2021 | IJCNN | Filter Bank Adversarial Domain Adaptation For Motor Imagery Brain Computer Interface. | Yukun Zhang, Shuang Qiu, Wei Wei, Xuelin Ma, Huiguang He |
| 2020 | AAAI | Conditional Generative Neural Decoding with Structured CNN Feature Prediction. | Changde Du, Changying Du, Lijie Huang, Huiguang He |
| 2020 | IJCNN | Simultaneous Neural Spike Encoding and Decoding Based on Cross-modal Dual Deep Generative Model. | Qiongyi Zhou, Changde Du, Dan Li, Haibao Wang, Jian K. Liu, Huiguang He |
| 2019 | IJCNN | Learning "What" and "Where": An Interpretable Neural Encoding Model. | Haibao Wang, Lijie Huang, Changde Du, Huiguang He |
| 2019 | MICCAI | Dual Encoding U-Net for Retinal Vessel Segmentation. | Bo Wang, Shuang Qiu, Huiguang He |
| 2018 | ICPR | Improving Image Classification Performance with Automatically Hierarchical Label Clustering. | Zhiqiang Chen, Changde Du, Lijie Huang, Dan Li, Huiguang He |
| 2018 | ICPR | Multi-label Semantic Decoding from Human Brain Activity. | Dan Li, Changde Du, Lijie Huang, Zhiqiang Chen, Huiguang He |
| 2017 | IJCNN | Sharing deep generative representation for perceived image reconstruction from human brain activity. | Changde Du, Changying Du, Huiguang He |
| 2017 | MICCAI | Brain Image Labeling Using Multi-atlas Guided 3D Fully Convolutional Networks. | Longwei Fang, Lichi Zhang, Dong Nie, Xiaohuan Cao, Khosro Bahrami, Huiguang He, Dinggang Shen |
| 2016 | MICCAI | Reconstruction of 3D Lumvar Vertebra from Two X-ray Images Based on 2D/3D Registration. | Longwei Fang, Zuowei Wang, Zhiqiang Chen, Fengzeng Jian, Huiguang He |
| 2013 | MICCAI | Evaluation of Multiple Voxel-Based Morphometry Approaches and Applications in the Analysis of White Matter Changes in Temporal Lobe Epilepsy. | Wenjing Li, Huiguang He, Jingjing Lu, Bin Lv, Meng Li, Zhengyu Jin |
| 2012 | MICCAI | Human Age Estimation with Surface-Based Features from MRI Images. | Jieqiong Wang, Dai Dai, Meng Li, Jing Hua, Huiguang He |
| 2011 | MICCAI | Network-Based Classification Using Cortical Thickness of AD Patients. | Dai Dai, Huiguang He, Joshua T. Vogelstein, Zengguang Hou |
| 2010 | MICCAI | Comparative Analysis of Quasi-Conformal Deformations in Shape Space. | Vahid Taimouri, Huiguang He, Jing Hua |
| 2006 | ICPR | Robust Partial Volume Segmentation with Bias Field Correction in Brain MRI. | Huiguang He, Bin Lv, Ke Lu |
| 2006 | ISI | CWME: A Framework of Group Support System for Emergency Responses. | Yaodong Li, Huiguang He, Baihua Xiao, Chunheng Wang, Feiyue Wang |
| 2005 | CSCWD | The design and implementation of a novel platform for medical data visualization. | Jian Xue, Jie Tian, Mingchang Zhao, Huiguang He |
| 2002 | CSCWD | A New 3D Surface Reconstruction Method and its Application in Industrial CT. | Mingchang Zhao, Jie Tian, Huiguang He, Guangming Li |
| 2002 | ICPR | A New Mesh Simplification Algorithm Combining Half-Edge Data Structure with Modified Quadric Error Metric. | Guangming Li, Jie Tian, Mingchang Zhao, Huiguang He, Xiaopeng Zhang |
| 2002 | ICPR | Improved MSEL and its Medical Application. | Huiguang He, Jie Tian, Jing Wang, Hong Chen, X. P. Zhang |