Changde Du

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 56

Top Topics

Multiple Kernel

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Cogn. Dev. Syst.

Publications

Yizhuo Lu, Changde Du, Chong Wang, Xuanliu Zhu, Liuyun Jiang, Huiguang He
Animate Your Thoughts: Decoupled Reconstruction of Dynamic Natural Vision from Slow Brain Activity. CoRR (2024)
Xiaoyu Chen, Changde Du, Che Liu, Yizhe Wang, Huiguang He
Open-vocabulary Auditory Neural Decoding Using fMRI-prompted LLM. CoRR (2024)
Kaicheng Fu, Changde Du, Shengpei Wang, Huiguang He
Multi-View Multi-Label Fine-Grained Emotion Decoding From Human Brain Activity. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Che Liu, Changde Du, Xiaoyu Chen, Huiguang He
Reverse the auditory processing pathway: Coarse-to-fine audio reconstruction from fMRI. CoRR (2024)
Qiongyi Zhou, Changde Du, Shengpei Wang, Huiguang He
CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic Decoding. CoRR (2024)
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
Human-like object concept representations emerge naturally in multimodal large language models. CoRR (2024)
Kaicheng Fu, Changde Du, Xiaoyu Chen, Jie Peng, Huiguang He
Multi-label Class Incremental Emotion Decoding with Augmented Emotional Semantics Learning. CoRR (2024)
Qiongyi Zhou, Changde Du, Shengpei Wang, Huiguang He
CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic Decoding. ICLR (2024)
Ming Jin, Changde Du, Huiguang He, Ting Cai, Jinpeng Li
PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition. IEEE Trans. Multim. 26 (2024)
Yizhuo Lu, Changde Du, Dianpeng Wang, Huiguang He
MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion. CoRR (2023)
Zhongyu Huang, Changde Du, Yingheng Wang, Kaicheng Fu, Huiguang He
Graph-Enhanced Emotion Neural Decoding. IEEE Trans. Medical Imaging 42 (8) (2023)
Xiaoyu Chen, Changde Du, Qiongyi Zhou, Huiguang He
Auditory Attention Decoding with Task-Related Multi-View Contrastive Learning. CoRR (2023)
Qiongyi Zhou, Changde Du, Dan Li, Haibao Wang, Jian K. Liu, Huiguang He
Neural Encoding and Decoding With a Flow-Based Invertible Generative Model. IEEE Trans. Cogn. Dev. Syst. 15 (2) (2023)
Yizhuo Lu, Changde Du, Qiongyi Zhou, Dianpeng Wang, Huiguang He
MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion. CoRR (2023)
Xiaoyu Chen, Changde Du, Qiongyi Zhou, Huiguang He
Auditory Attention Decoding with Task-Related Multi-View Contrastive Learning. ACM Multimedia (2023)
Changkai Ji, Changde Du, Qing Zhang, Sheng Wang, Chong Ma, Jiaming Xie, Yan Zhou, Huiguang He, Dinggang Shen
Mammo-Net: Integrating Gaze Supervision and Interactive Information in Multi-view Mammogram Classification. MICCAI (7) (2023)
Che Liu, Changde Du, Huiguang He
RoBrain: Towards Robust Brain-to-Image Reconstruction via Cross-Domain Contrastive Learning. ICONIP (3) (2023)
Ming Jin, Enwei Zhu, Changde Du, Huiguang He, Jinpeng Li
PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition. CoRR (2023)
Yizhuo Lu, Changde Du, Qiongyi Zhou, Dianpeng Wang, Huiguang He
MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion. ACM Multimedia (2023)
Changde Du, Kaicheng Fu, Jinpeng Li, Huiguang He
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features. IEEE Trans. Pattern Anal. Mach. Intell. 45 (9) (2023)
Qiongyi Zhou, Changde Du, Huiguang He
Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective. Int. J. Autom. Comput. 19 (5) (2022)
Baolian Qi, Gangming Zhao, Xin Wei, Changde Du, Chengwei Pan, Yizhou Yu, Jinpeng Li
GREN: Graph-Regularized Embedding Network for Weakly-Supervised Disease Localization in X-Ray Images. IEEE J. Biomed. Health Informatics 26 (10) (2022)
Yixin Wang, Shuang Qiu, Dan Li, Changde Du, Bao-Liang Lu, Huiguang He
Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition. IEEE CAA J. Autom. Sinica 9 (9) (2022)
Changde Du, Kaicheng Fu, Jinpeng Li, Huiguang He
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features. CoRR (2022)
Xinyu Cheng, Wei Wei, Changde Du, Shuang Qiu, Sanli Tian, Xiaojun Ma, Huiguang He
VigilanceNet: Decouple Intra- and Inter-Modality Learning for Multimodal Vigilance Estimation in RSVP-Based BCI. ACM Multimedia (2022)
Haoyu Lu, Qiongyi Zhou, Nanyi Fei, Zhiwu Lu, Mingyu Ding, Jingyuan Wen, Changde Du, Xin Zhao, Hao Sun, Huiguang He, Ji-Rong Wen
Multimodal foundation models are better simulators of the human brain. CoRR (2022)
Dan Li, Changde Du, Haibao Wang, Qiongyi Zhou, Huiguang He
Deep Modality Assistance Co-Training Network for Semi-Supervised Multi-Label Semantic Decoding. IEEE Trans. Multim. 24 (2022)
Changde Du, Changying Du, Lijie Huang, Haibao Wang, Huiguang He
Structured Neural Decoding With Multitask Transfer Learning of Deep Neural Network Representations. IEEE Trans. Neural Networks Learn. Syst. 33 (2) (2022)
Kaicheng Fu, Changde Du, Shengpei Wang, Huiguang He
Multi-view Multi-label Fine-grained Emotion Decoding from Human Brain Activity. CoRR (2022)
Zhongyu Huang, Changde Du, Yingheng Wang, Huiguang He
Graph Emotion Decoding from Visually Evoked Neural Responses. MICCAI (8) (2022)
Haibao Wang, Lijie Huang, Changde Du, Dan Li, Bo Wang, Huiguang He
Neural Encoding for Human Visual Cortex With Deep Neural Networks Learning "What" and "Where". IEEE Trans. Cogn. Dev. Syst. 13 (4) (2021)
Dan Li, Changde Du, Shengpei Wang, Haibao Wang, Huiguang He
Multi-subject data augmentation for target subject semantic decoding with deep multi-view adversarial learning. Inf. Sci. 547 (2021)
Zhiqiang Chen, Ting-Bing Xu, Changde Du, Cheng-Lin Liu, Huiguang He
Dynamical Channel Pruning by Conditional Accuracy Change for Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 32 (2) (2021)
Changde Du, Changying Du, Huiguang He
Multimodal deep generative adversarial models for scalable doubly semi-supervised learning. Inf. Fusion 68 (2021)
Dan Li, Changde Du, Huiguang He
Semi-supervised cross-modal image generation with generative adversarial networks. Pattern Recognit. 100 (2020)
Qiongyi Zhou, Changde Du, Dan Li, Haibao Wang, Jian K. Liu, Huiguang He
Simultaneous Neural Spike Encoding and Decoding Based on Cross-modal Dual Deep Generative Model. IJCNN (2020)
Changde Du, Changying Du, Lijie Huang, Huiguang He
Conditional Generative Neural Decoding with Structured CNN Feature Prediction. AAAI (2020)
Jinpeng Li, Shuang Qiu, Changde Du, Yixin Wang, Huiguang He
Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity. IEEE Trans. Cogn. Dev. Syst. 12 (2) (2020)
Changde Du, Changying Du, Huiguang He
Doubly Semi-Supervised Multimodal Adversarial Learning for Classification, Generation and Retrieval. ICME (2019)
Changying Du, Jia He, Changde Du, Fuzhen Zhuang, Qing He, Guoping Long
Efficient and Adaptive Kernelization for Nonlinear Max-margin Multi-view Learning. CoRR (2019)
Changde Du, Changying Du, Lijie Huang, Huiguang He
Reconstructing Perceived Images From Human Brain Activities With Bayesian Deep Multiview Learning. IEEE Trans. Neural Networks Learn. Syst. 30 (8) (2019)
Haibao Wang, Lijie Huang, Changde Du, Huiguang He
Learning "What" and "Where": An Interpretable Neural Encoding Model. IJCNN (2019)
Changde Du, Changying Du, Hao Wang, Jinpeng Li, Wei-Long Zheng, Bao-Liang Lu, Huiguang He
Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data. ACM Multimedia (2018)
Changying Du, Changde Du, Xingyu Xie, Chen Zhang, Hao Wang
Multi-view Adversarially Learned Inference for Cross-domain Joint Distribution Matching. KDD (2018)
Changde Du, Changying Du, Hao Wang, Jinpeng Li, Wei-Long Zheng, Bao-Liang Lu, Huiguang He
Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data. CoRR (2018)
Dan Li, Changde Du, Lijie Huang, Zhiqiang Chen, Huiguang He
Multi-label Semantic Decoding from Human Brain Activity. ICPR (2018)
Xuelin Ma, Shuang Qiu, Changde Du, Jiezhen Xing, Huiguang He
Improving EEG-Based Motor Imagery Classification via Spatial and Temporal Recurrent Neural Networks. EMBC (2018)
Changying Du, Xingyu Xie, Changde Du, Hao Wang
Redundancy-resistant Generative Hashing for Image Retrieval. IJCAI (2018)
Zhiqiang Chen, Changde Du, Lijie Huang, Dan Li, Huiguang He
Improving Image Classification Performance with Automatically Hierarchical Label Clustering. ICPR (2018)
Jia He, Changying Du, Changde Du, Fuzhen Zhuang, Qing He, Guoping Long
Nonlinear Maximum Margin Multi-View Learning with Adaptive Kernel. IJCAI (2017)
Changde Du, Changying Du, Jinpeng Li, Wei-Long Zheng, Bao-Liang Lu, Huiguang He
Semi-supervised Bayesian Deep Multi-modal Emotion Recognition. CoRR (2017)
Changde Du, Changying Du, Huiguang He
Sharing deep generative representation for perceived image reconstruction from human brain activity. IJCNN (2017)
Changde Du, Changying Du, Huiguang He
Sharing deep generative representation for perceived image reconstruction from human brain activity. CoRR (2017)
Changde Du, Changying Du, Shandian Zhe, Ali Luo, Qing He, Guoping Long
Bayesian Group Feature Selection for Support Vector Learning Machines. PAKDD (1) (2016)
Changying Du, Changde Du, Guoping Long, Qing He, Yucheng Li
Online Bayesian Multiple Kernel Bipartite Ranking. UAI (2016)
Changying Du, Changde Du, Guoping Long, Xin Jin, Yucheng Li
Efficient Bayesian Maximum Margin Multiple Kernel Learning. ECML/PKDD (1) (2016)