Implementation of EEG Emotion Recognition System Based on Hierarchical Convolutional Neural Networks. - Jinpeng Li 002; Zhaoxiang Zhang 001; Huiguang He (BICS, 2016)

Visual Information Processing Mechanism Revealed by fMRI Data. - Jinpeng Li 002; Zhaoxiang Zhang 001; Huiguang He (BIH, 2016)

Semi-supervised Bayesian Deep Multi-modal Emotion Recognition. - Changde Du; Changying Du; Jinpeng Li 002; Wei-Long Zheng; Bao-Liang Lu; Huiguang He (CoRR, 2017)

Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data. - Changde Du; Changying Du; Hao Wang 005; Jinpeng Li 002; Wei-Long Zheng; Bao-Liang Lu; Huiguang He (ACM Multimedia, 2018)

Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition. - Jinpeng Li 002; Zhaoxiang Zhang 001; Huiguang He (Cogn. Comput., 2018)

A comparing network for the classification of steady-state visual evoked potential responses based on convolutional neural network. - Jiezhen Xing; Shuang Qiu 002; Chenyao Wu; Xuelin Ma; Jinpeng Li 002; Huiguang He (CIVEMSA, 2019)

EEG-Based Emotion Recognition with Similarity Learning Network. - Yixin Wang; Shuang Qiu 002; Jinpeng Li 002; Xuelin Ma; Zhiyue Liang; Hui Li; Huiguang He (EMBC, 2019)

EEG-Based Emotion Recognition with Prototype-Based Data Representation. - Yixin Wang; Shuang Qiu 002; Chen Zhao; Weijie Yang; Jinpeng Li 002; Xuelin Ma; Huiguang He (EMBC, 2019)

FOIT: Fast Online Instance Transfer for Improved EEG Emotion Recognition. - Jinpeng Li 002; Hao Chen 081; Ting Cai 001 (BIBM, 2020)

Multi-Task Learning for Lung Nodule Classification on Chest CT. - Penghua Zhai; Yaling Tao; Hao Chen 081; Ting Cai 001; Jinpeng Li 002 (IEEE Access, 2020)

A CNN-based comparing network for the detection of steady-state visual evoked potential responses. - Jiezhen Xing; Shuang Qiu 002; Xuelin Ma; Chenyao Wu; Jinpeng Li 002; Shengpei Wang; Huiguang He (Neurocomputing, 2020)

Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity. - Jinpeng Li 002; Shuang Qiu 002; Changde Du; Yixin Wang; Huiguang He (IEEE Trans. Cogn. Dev. Syst., 2020)

Multisource Transfer Learning for Cross-Subject EEG Emotion Recognition. - Jinpeng Li 002; Shuang Qiu 002; Yuan-Yuan Shen; Cheng-Lin Liu 001; Huiguang He (IEEE Trans. Cybern., 2020)

Weakly Supervised Disease Localization in Chest X-rays via Looking into Image Relations. - Baolian Qi; Gangming Zhao; Xin Wei; Chaowei Fang; Zhiqiang Chen; Jinpeng Li 002 (BIBM, 2021)

MEERNet: Multi-source EEG-based Emotion Recognition Network for Generalization Across Subjects and Sessions. - Hao Chen 081; Zhunan Li; Ming Jin 006; Jinpeng Li 002 (EMBC, 2021)

EEG-based Emotion Recognition Using Graph Convolutional Network with Learnable Electrode Relations. - Ming Jin 006; Hao Chen 081; Zhunan Li; Jinpeng Li 002 (EMBC, 2021)

Reducing the Calibration Effort of EEG Emotion Recognition using Domain Adaptation with Soft Labels. - Zhunan Li; Hao Chen 081; Ming Jin 006; Jinpeng Li 002 (EMBC, 2021)

X-ray Image Blind Denoising in Hybrid Noise Based on Convolutional Neural Networks. - Jie Wang; Huaiwei Cong; Xin Wei; Baolian Qi; Jinpeng Li 002; Ting Cai 001 (WI/IAT (Workshop/Special Session), 2021)

Cross Chest Graph for Disease Diagnosis with Structural Relational Reasoning. - Gangming Zhao; Baolian Qi; Jinpeng Li 002 (CoRR, 2021)

Investigating Critical Risk Factors in Liver Cancer Prediction. - Jinpeng Li 002; Yaling Tao; Ting Cai 001 (CoRR, 2021)

GREN: Graph-Regularized Embedding Network for Weakly-Supervised Disease Localization in X-ray images. - Baolian Qi; Gangming Zhao; Xin Wei; Chaowei Fang; Chengwei Pan; Jinpeng Li 002; Huiguang He; Licheng Jiao (CoRR, 2021)

MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition. - Hao Chen 081; Ming Jin 006; Zhunan Li; Cunhang Fan; Jinpeng Li 002; Huiguang He (CoRR, 2021)

MVCNet: Multiview Contrastive Network for Unsupervised Representation Learning for 3D CT Lesions. - Penghua Zhai; Huaiwei Cong; Gangming Zhao; Chaowei Fang; Jinpeng Li 002; Ting Cai 001; Huiguang He (CoRR, 2021)

Predicting Lung Cancers Using Epidemiological Data: A Generative-Discriminative Framework. - Jinpeng Li 002; Yaling Tao; Ting Cai 001 (IEEE CAA J. Autom. Sinica, 2021)

SNAP: Shaping neural architectures progressively via information density criterion. - Zhiqiang Chen; Ting-Bing Xu; Weijian Liao; Zhengcheng Li; Jinpeng Li 002; Cheng-Lin Liu 001; Huiguang He (Pattern Recognit., 2021)

Multi-task contrastive learning for automatic CT and X-ray diagnosis of COVID-19. - Jinpeng Li 002; Gangming Zhao; Yaling Tao; Penghua Zhai; Hao Chen 081; Huiguang He; Ting Cai 001 (Pattern Recognit., 2021)

Enhancing EEG-Based Emotion Recognition with Fast Online Instance Transfer. - Hao Chen 081; Huiguang He; Ting Cai 001; Jinpeng Li 002 (Integrating Artificial Intelligence and IoT for Advanced Health Informatics, 2022)

Boundary Smoothing for Named Entity Recognition. - Enwei Zhu; Jinpeng Li 002 (ACL (1), 2022)

Structure Regularized Attentive Network for Automatic Femoral Head Necrosis Diagnosis and Localization. - Lingfeng Li; Huaiwei Cong; Gangming Zhao; Junran Peng; Zheng Zhang 006; Jinpeng Li 002 (BIBM, 2022)

CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical Image. - Jinkai Lv; Quanshui Fu; Zhiwang Zhang; Yuqiang Hu; Lin Lv; Guoqing Yang; Jinpeng Li 002; Yi Zhao (BIBM, 2022)

Deep 3D Vessel Segmentation based on Cross Transformer Network. - Chengwei Pan; Baolian Qi; Gangming Zhao; Jiaheng Liu; Chaowei Fang; Dingwen Zhang; Jinpeng Li 002 (BIBM, 2022)

Faint Features Tell: Automatic Vertebrae Fracture Screening Assisted by Contrastive Learning. - Xin Wei; Huaiwei Cong; Zheng Zhang 006; Junran Peng; Guoping Chen; Jinpeng Li 002 (BIBM, 2022)

Computer-Aided Tuberculosis Diagnosis with Attribute Reasoning Assistance. - Chengwei Pan; Gangming Zhao; Junjie Fang; Baolian Qi; Jiaheng Liu; Chaowei Fang; Dingwen Zhang; Jinpeng Li 002; Yizhou Yu (MICCAI (1), 2022)

Predicting liver cancers using skewed epidemiological data. - Jinpeng Li 002; Yaling Tao; Huaiwei Cong; Enwei Zhu; Ting Cai 001 (Artif. Intell. Medicine, 2022)

A Unified Framework of Medical Information Annotation and Extraction for Chinese Clinical Text. - Enwei Zhu; Qilin Sheng; Huanwan Yang; Jinpeng Li 002 (CoRR, 2022)

Benchmarking Domain Generalization on EEG-based Emotion Recognition. - Yan Li 002; Hao Chen 081; Jake Zhao; Haolan Zhang 001; Jinpeng Li 002 (CoRR, 2022)

Spiral Contrastive Learning: An Efficient 3D Representation Learning Method for Unannotated CT Lesions. - Penghua Zhai; Enwei Zhu; Baolian Qi; Xin Wei; Jinpeng Li 002 (CoRR, 2022)

CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical Image. - Jinkai Lv; Yuyong Hu; Quanshui Fu; Zhiwang Zhang; Yuqiang Hu; Lin Lv; Guoqing Yang; Jinpeng Li 002; Yi Zhao (CoRR, 2022)

Recognizing Nested Entities from Flat Supervision: A New NER Subtask, Feasibility and Challenges. - Enwei Zhu; Yiyang Liu 002; Ming Jin 006; Jinpeng Li 002 (CoRR, 2022)

Sharing Weights in Shallow Layers via Rotation Group Equivariant Convolutions. - Zhiqiang Chen; Ting-Bing Xu; Jinpeng Li 002; Huiguang He (Int. J. Autom. Comput., 2022)

Dynamic Domain Adaptation for Class-Aware Cross-Subject and Cross-Session EEG Emotion Recognition. - Zhunan Li; Enwei Zhu; Ming Jin 006; Cunhang Fan; Huiguang He; Ting Cai 001; Jinpeng Li 002 (IEEE J. Biomed. Health Informatics, 2022)

GREN: Graph-Regularized Embedding Network for Weakly-Supervised Disease Localization in X-Ray Images. - Baolian Qi; Gangming Zhao; Xin Wei; Changde Du; Chengwei Pan; Yizhou Yu; Jinpeng Li 002 (IEEE J. Biomed. Health Informatics, 2022)

Deep Span Representations for Named Entity Recognition. - Enwei Zhu; Yiyang Liu 002; Jinpeng Li 002 (ACL (Findings), 2023)

Revisiting De-Identification of Electronic Medical Records: Evaluation of Within- and Cross-Hospital Generalization. - Yiyang Liu 002; Jinpeng Li 002; Enwei Zhu (EMNLP, 2023)

Spiral Contrastive Learning: An Efficient 3D Representation Learning Method for Unannotated CT Lesions. - Penghua Zhai; Enwei Zhu; Xin Wei; Jinpeng Li 002 (ISBI, 2023)

Graph to Grid: Learning Deep Representations for Multimodal Emotion Recognition. - Ming Jin 006; Jinpeng Li 002 (ACM Multimedia, 2023)

Dynamic Triple Reweighting Network for Automatic Femoral Head Necrosis Diagnosis from Computed Tomography. - Lingfeng Li; Gangming Zhao; Yizhou Yu; Jinpeng Li 002 (ACM Multimedia, 2023)

PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition. - Ming Jin 006; Enwei Zhu; Changde Du; Huiguang He; Jinpeng Li 002 (CoRR, 2023)

A unified framework of medical information annotation and extraction for Chinese clinical text. - Enwei Zhu; Qilin Sheng; Huanwan Yang; Yiyang Liu 002; Ting Cai 001; Jinpeng Li 002 (Artif. Intell. Medicine, 2023)

Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features. - Changde Du; Kaicheng Fu; Jinpeng Li 002; Huiguang He (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Progressive Conservative Adaptation for Evolving Target Domains. - Gangming Zhao; Chaoqi Chen; Wenhao He; Chengwei Pan; Chaowei Fang; Jinpeng Li 002; Xilin Chen 001; Yizhou Yu (CoRR, 2024)

Human-like object concept representations emerge naturally in multimodal large language models. - Changde Du; Kaicheng Fu; Bincheng Wen; Yi Sun; Jie Peng; Wei Wei; Ying Gao; Shengpei Wang; Chuncheng Zhang; Jinpeng Li 002; Shuang Qiu 002; Le Chang; et al. (CoRR, 2024)

EvoFA: Evolvable Fast Adaptation for EEG Emotion Recognition. - Ming Jin 006; Danni Zhang; Gangming Zhao; Changde Du; Jinpeng Li 002 (CoRR, 2024)

ViKL: A Mammography Interpretation Framework via Multimodal Aggregation of Visual-knowledge-linguistic Features. - Xin Wei; Yaling Tao; Changde Du; Gangming Zhao; Yizhou Yu; Jinpeng Li 002 (CoRR, 2024)

PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition. - Ming Jin 006; Changde Du; Huiguang He; Ting Cai 001; Jinpeng Li 002 (IEEE Trans. Multim., 2024)

MVCNet: Multiview Contrastive Network for Unsupervised Representation Learning for 3-D CT Lesions. - Penghua Zhai; Huaiwei Cong; Enwei Zhu; Gangming Zhao; Yizhou Yu; Jinpeng Li 002 (IEEE Trans. Neural Networks Learn. Syst., 2024)

ManiNeg: Manifestation-guided multimodal pretraining for mammography screening. - Xujun Li; Xin Wei; Jing Jiang; Danxiang Chen; Wei Zhang; Jinpeng Li 002 (Comput. Biol. Medicine, 2025)