Changde Du

71 papers A* 11A 2B 5Misc 1Journal 46Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Prompt-guided dual-channel attention model predicts brain activation from functional and structural profiles.
Pattern Recognit.
Wei Huang, Pengfei Yang, Fan Qin, Hengjiang Li, Jingpeng Li, Sizhuo Wang, Changde Du, Kaiwen Cheng, Huafu Chen
2025 J jnl
Adaptive Domain Alignment Neural Networks for Cross-Domain EEG Emotion Recognition.
IEEE Trans. Affect. Comput.
Xuezhu Hong, Changde Du, Huiguang He
2025 A* conf
Animate Your Thoughts: Reconstruction of Dynamic Natural Vision from Human Brain Activity.
ICLR
Yizhuo Lu, Changde Du, Chong Wang, Xuanliu Zhu, Liuyun Jiang, Xujin Li, Huiguang He
2025 Misc conf
BP-GPT: Auditory Neural Decoding Using fMRI-prompted LLM.
ICASSP
Xiaoyu Chen, Changde Du, Che Liu, Yizhe Wang, Huiguang He
2025 J jnl
BP-GPT: Auditory Neural Decoding Using fMRI-prompted LLM.
CoRR
Xiaoyu Chen, Changde Du, Che Liu, Yizhe Wang, Huiguang He
2025 J jnl
Bridging the behavior-neural gap: A multimodal AI reveals the brain's geometry of emotion more accurately than human self-reports.
CoRR
Changde Du, Yizhuo Lu, Zhongyu Huang, Yi Sun, Zisen Zhou, Shaozheng Qin, Huiguang He
2025 A* conf
EmoGrowth: Incremental Multi-label Emotion Decoding with Augmented Emotional Relation Graph.
ICML
Kaicheng Fu, Changde Du, Jie Peng, Kunpeng Wang, Shuangchen Zhao, Xiaoyu Chen, Huiguang He
2025 J jnl
Identifying the hierarchical emotional areas in the human brain through information fusion.
Inf. Fusion
Zhongyu Huang, Changde Du, Chaozhuo Li, Kaicheng Fu, Huiguang He
2025 J jnl
Interpretable Visual Neural Decoding with Unsupervised Semantic Disentanglement.
Mach. Intell. Res.
Qiongyi Zhou, Changde Du, Dan Li, Bincheng Wen, Le Chang, Huiguang He
2025 J jnl
NeuralOOD: Improving out-of-distribution generalization performance with brain-machine fusion learning framework.
Inf. Fusion
Shuangchen Zhao, Changde Du, Jingze Li, Hui Li, Huiguang He
2024 J jnl
Animate Your Thoughts: Decoupled Reconstruction of Dynamic Natural Vision from Slow Brain Activity.
CoRR
Yizhuo Lu, Changde Du, Chong Wang, Xuanliu Zhu, Liuyun Jiang, Huiguang He
2024 A* conf
CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic Decoding.
ICLR
Qiongyi Zhou, Changde Du, Shengpei Wang, Huiguang He
2024 J jnl
CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic Decoding.
CoRR
Qiongyi Zhou, Changde Du, Shengpei Wang, Huiguang He
2024 J jnl
EvoFA: Evolvable Fast Adaptation for EEG Emotion Recognition.
CoRR
Ming Jin, Danni Zhang, Gangming Zhao, Changde Du, Jinpeng Li
2024 J jnl
Human-like object concept representations emerge naturally in multimodal large language models.
CoRR
Changde Du, Kaicheng Fu, Bincheng Wen, Yi Sun, Jie Peng, Wei Wei, Ying Gao, Shengpei Wang, Chuncheng Zhang, Jinpeng Li, Shuang Qiu, Le Chang, Huiguang He
2024 J jnl
Identifying the Hierarchical Emotional Areas in the Human Brain Through Information Fusion.
CoRR
Zhongyu Huang, Changde Du, Chaozhuo Li, Kaicheng Fu, Huiguang He
2024 J jnl
Improved Video Emotion Recognition With Alignment of CNN and Human Brain Representations.
IEEE Trans. Affect. Comput.
Kaicheng Fu, Changde Du, Shengpei Wang, Huiguang He
2024 J jnl
Multi-View Multi-Label Fine-Grained Emotion Decoding From Human Brain Activity.
IEEE Trans. Neural Networks Learn. Syst.
Kaicheng Fu, Changde Du, Shengpei Wang, Huiguang He
2024 J jnl
Multi-label Class Incremental Emotion Decoding with Augmented Emotional Semantics Learning.
CoRR
Kaicheng Fu, Changde Du, Xiaoyu Chen, Jie Peng, Huiguang He
2024 J jnl
NeuralOOD: Improving Out-of-Distribution Generalization Performance with Brain-machine Fusion Learning Framework.
CoRR
Shuangchen Zhao, Changde Du, Hui Li, Huiguang He
2024 J jnl
Open-vocabulary Auditory Neural Decoding Using fMRI-prompted LLM.
CoRR
Xiaoyu Chen, Changde Du, Che Liu, Yizhe Wang, Huiguang He
2024 J jnl
PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition.
IEEE Trans. Multim.
Ming Jin, Changde Du, Huiguang He, Ting Cai, Jinpeng Li
2024 J jnl
Reverse the auditory processing pathway: Coarse-to-fine audio reconstruction from fMRI.
CoRR
Che Liu, Changde Du, Xiaoyu Chen, Huiguang He
2024 J jnl
ViKL: A Mammography Interpretation Framework via Multimodal Aggregation of Visual-knowledge-linguistic Features.
CoRR
Xin Wei, Yaling Tao, Changde Du, Gangming Zhao, Yizhou Yu, Jinpeng Li
2023 A* conf
Auditory Attention Decoding with Task-Related Multi-View Contrastive Learning.
ACM Multimedia
Xiaoyu Chen, Changde Du, Qiongyi Zhou, Huiguang He
2023 J jnl
Auditory Attention Decoding with Task-Related Multi-View Contrastive Learning.
CoRR
Xiaoyu Chen, Changde Du, Qiongyi Zhou, Huiguang He
2023 J jnl
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features.
IEEE Trans. Pattern Anal. Mach. Intell.
Changde Du, Kaicheng Fu, Jinpeng Li, Huiguang He
2023 J jnl
Graph-Enhanced Emotion Neural Decoding.
IEEE Trans. Medical Imaging
Zhongyu Huang, Changde Du, Yingheng Wang, Kaicheng Fu, Huiguang He
2023 — conf
Mammo-Net: Integrating Gaze Supervision and Interactive Information in Multi-view Mammogram Classification.
MICCAI (7)
Changkai Ji, Changde Du, Qing Zhang, Sheng Wang, Chong Ma, Jiaming Xie, Yan Zhou, Huiguang He, Dinggang Shen
2023 A* conf
MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion.
ACM Multimedia
Yizhuo Lu, Changde Du, Qiongyi Zhou, Dianpeng Wang, Huiguang He
2023 J jnl
MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion.
CoRR
Yizhuo Lu, Changde Du, Dianpeng Wang, Huiguang He
2023 J jnl
MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion.
CoRR
Yizhuo Lu, Changde Du, Qiongyi Zhou, Dianpeng Wang, Huiguang He
2023 J jnl
Neural Encoding and Decoding With a Flow-Based Invertible Generative Model.
IEEE Trans. Cogn. Dev. Syst.
Qiongyi Zhou, Changde Du, Dan Li, Haibao Wang, Jian K. Liu, Huiguang He
2023 J jnl
PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition.
CoRR
Ming Jin, Enwei Zhu, Changde Du, Huiguang He, Jinpeng Li
2023 — conf
RoBrain: Towards Robust Brain-to-Image Reconstruction via Cross-Domain Contrastive Learning.
ICONIP (3)
Che Liu, Changde Du, Huiguang He
2022 J jnl
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features.
CoRR
Changde Du, Kaicheng Fu, Jinpeng Li, Huiguang He
2022 J jnl
Deep Modality Assistance Co-Training Network for Semi-Supervised Multi-Label Semantic Decoding.
IEEE Trans. Multim.
Dan Li, Changde Du, Haibao Wang, Qiongyi Zhou, Huiguang He
2022 J jnl
Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective.
Int. J. Autom. Comput.
Qiongyi Zhou, Changde Du, Huiguang He
2022 J jnl
GREN: Graph-Regularized Embedding Network for Weakly-Supervised Disease Localization in X-Ray Images.
IEEE J. Biomed. Health Informatics
Baolian Qi, Gangming Zhao, Xin Wei, Changde Du, Chengwei Pan, Yizhou Yu, Jinpeng Li
2022 — conf
Graph Emotion Decoding from Visually Evoked Neural Responses.
MICCAI (8)
Zhongyu Huang, Changde Du, Yingheng Wang, Huiguang He
2022 J jnl
Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition.
IEEE CAA J. Autom. Sinica
Yixin Wang, Shuang Qiu, Dan Li, Changde Du, Bao-Liang Lu, Huiguang He
2022 J jnl
Multi-view Multi-label Fine-grained Emotion Decoding from Human Brain Activity.
CoRR
Kaicheng Fu, Changde Du, Shengpei Wang, Huiguang He
2022 J jnl
Multimodal foundation models are better simulators of the human brain.
CoRR
Haoyu Lu, Qiongyi Zhou, Nanyi Fei, Zhiwu Lu, Mingyu Ding, Jingyuan Wen, Changde Du, Xin Zhao, Hao Sun, Huiguang He, Ji-Rong Wen
2022 J jnl
Structured Neural Decoding With Multitask Transfer Learning of Deep Neural Network Representations.
IEEE Trans. Neural Networks Learn. Syst.
Changde Du, Changying Du, Lijie Huang, Haibao Wang, Huiguang He
2022 A* conf
VigilanceNet: Decouple Intra- and Inter-Modality Learning for Multimodal Vigilance Estimation in RSVP-Based BCI.
ACM Multimedia
Xinyu Cheng, Wei Wei, Changde Du, Shuang Qiu, Sanli Tian, Xiaojun Ma, Huiguang He
2021 J jnl
Dynamical Channel Pruning by Conditional Accuracy Change for Deep Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Zhiqiang Chen, Ting-Bing Xu, Changde Du, Cheng-Lin Liu, Huiguang He
2021 J jnl
Multi-subject data augmentation for target subject semantic decoding with deep multi-view adversarial learning.
Inf. Sci.
Dan Li, Changde Du, Shengpei Wang, Haibao Wang, Huiguang He
2021 J jnl
Multimodal deep generative adversarial models for scalable doubly semi-supervised learning.
Inf. Fusion
Changde Du, Changying Du, Huiguang He
2021 J jnl
Neural Encoding for Human Visual Cortex With Deep Neural Networks Learning "What" and "Where".
IEEE Trans. Cogn. Dev. Syst.
Haibao Wang, Lijie Huang, Changde Du, Dan Li, Bo Wang, Huiguang He
2020 A* conf
Conditional Generative Neural Decoding with Structured CNN Feature Prediction.
AAAI
Changde Du, Changying Du, Lijie Huang, Huiguang He
2020 J jnl
Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity.
IEEE Trans. Cogn. Dev. Syst.
Jinpeng Li, Shuang Qiu, Changde Du, Yixin Wang, Huiguang He
2020 J jnl
Semi-supervised cross-modal image generation with generative adversarial networks.
Pattern Recognit.
Dan Li, Changde Du, Huiguang He
2020 B conf
Simultaneous Neural Spike Encoding and Decoding Based on Cross-modal Dual Deep Generative Model.
IJCNN
Qiongyi Zhou, Changde Du, Dan Li, Haibao Wang, Jian K. Liu, Huiguang He
2019 A conf
Doubly Semi-Supervised Multimodal Adversarial Learning for Classification, Generation and Retrieval.
ICME
Changde Du, Changying Du, Huiguang He
2019 J jnl
Efficient and Adaptive Kernelization for Nonlinear Max-margin Multi-view Learning.
CoRR
Changying Du, Jia He, Changde Du, Fuzhen Zhuang, Qing He, Guoping Long
2019 B conf
Learning "What" and "Where": An Interpretable Neural Encoding Model.
IJCNN
Haibao Wang, Lijie Huang, Changde Du, Huiguang He
2019 J jnl
Reconstructing Perceived Images From Human Brain Activities With Bayesian Deep Multiview Learning.
IEEE Trans. Neural Networks Learn. Syst.
Changde Du, Changying Du, Lijie Huang, Huiguang He
2018 — conf
Improving EEG-Based Motor Imagery Classification via Spatial and Temporal Recurrent Neural Networks.
EMBC
Xuelin Ma, Shuang Qiu, Changde Du, Jiezhen Xing, Huiguang He
2018 B conf
Improving Image Classification Performance with Automatically Hierarchical Label Clustering.
ICPR
Zhiqiang Chen, Changde Du, Lijie Huang, Dan Li, Huiguang He
2018 B conf
Multi-label Semantic Decoding from Human Brain Activity.
ICPR
Dan Li, Changde Du, Lijie Huang, Zhiqiang Chen, Huiguang He
2018 A* conf
Multi-view Adversarially Learned Inference for Cross-domain Joint Distribution Matching.
KDD
Changying Du, Changde Du, Xingyu Xie, Chen Zhang, Hao Wang
2018 A* conf
Redundancy-resistant Generative Hashing for Image Retrieval.
IJCAI
Changying Du, Xingyu Xie, Changde Du, Hao Wang
2018 A* conf
Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data.
ACM Multimedia
Changde Du, Changying Du, Hao Wang, Jinpeng Li, Wei-Long Zheng, Bao-Liang Lu, Huiguang He
2018 J jnl
Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data.
CoRR
Changde Du, Changying Du, Hao Wang, Jinpeng Li, Wei-Long Zheng, Bao-Liang Lu, Huiguang He
2017 A* conf
Nonlinear Maximum Margin Multi-View Learning with Adaptive Kernel.
IJCAI
Jia He, Changying Du, Changde Du, Fuzhen Zhuang, Qing He, Guoping Long
2017 J jnl
Semi-supervised Bayesian Deep Multi-modal Emotion Recognition.
CoRR
Changde Du, Changying Du, Jinpeng Li, Wei-Long Zheng, Bao-Liang Lu, Huiguang He
2017 B conf
Sharing deep generative representation for perceived image reconstruction from human brain activity.
IJCNN
Changde Du, Changying Du, Huiguang He
2017 J jnl
Sharing deep generative representation for perceived image reconstruction from human brain activity.
CoRR
Changde Du, Changying Du, Huiguang He
2016 — conf
Bayesian Group Feature Selection for Support Vector Learning Machines.
PAKDD (1)
Changde Du, Changying Du, Shandian Zhe, Ali Luo, Qing He, Guoping Long
2016 — conf
Efficient Bayesian Maximum Margin Multiple Kernel Learning.
ECML/PKDD (1)
Changying Du, Changde Du, Guoping Long, Xin Jin, Yucheng Li
2016 A conf
Online Bayesian Multiple Kernel Bipartite Ranking.
UAI
Changying Du, Changde Du, Guoping Long, Qing He, Yucheng Li