成果/Result
- ST-Unet: Swin Transformer boosted U-Net with Cross-Layer Feature Enhancement for medical image segmentation被引量：90收藏
- 作者：Zhang, Jing Qin, Qiuge Ye, Qi Ruan, Tong
- 机构：East China Univ Sci & Technol
- 来源：COMPUTERS IN BIOLOGY AND MEDICINE 2023
- 关键词：Medical image segmentation Swin Transformer ST-Unet Cross-layer feature enhancement
- Cross on Cross Attention: deep Fusion Transformer for Image Captioning被引量：86收藏
- 作者：Zhang, Jing Xie, Yingshuai Ding, Weichao Wang, Zhe
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2023
- 关键词：Image captioning deep fusion transformer global cross encoder cross on cross attention
- Cross-modal heterogeneous graph reasoning network for visual question answering被引量：63收藏
- 作者：Zhang, Jing Teng, Jiong Ding, Weichao Wang, Zhe
- 机构： Department of Computer Science and Engineering
- 来源：Neural Computing and Applications 2025
- 关键词：Modal analysis
- Cognitive Reasoning State Machine for Few-Shot Visual Question Answering被引量：62收藏
- 作者：Wei, Yifan Liu, Xiaoqiang Zhang, Jing
- 机构： Department of Computer Science and Engineering; SenseTime Group
- 来源：SSRN 2026
- 关键词：Cognitive systems - Modal analysis - Question answering
- Representation of image content based on RoI-BoW被引量：52收藏
- 作者：Zhang, Jing Li, Da Zhao, Yaxin Chen, Zhihua Yuan, Yubo
- 机构： Department of Computer Science and Engineering; State Key Lab. for Novel Software Technology
- 来源：Journal of Visual Communication and Image Representation 2015
- 关键词：Content based retrieval - Image representation - Gabor filters
- Saccade Inspired Attentive Visual Patch Transformer for Image Sentiment Analysis被引量：50收藏
- 作者：Zhang, Jing Liu, Jiangpei Zhang, Xinzhou Sun, Han Wang, Zhe
- 机构： Department of Computer Science and Engineering
- 来源：SSRN 2024
- 关键词：Behavioral research - Encoding (symbols) - Eye movements - Image analysis - Signal encoding
- Adaptive Semantic-Enhanced Transformer for Image Captioning被引量：47收藏
- 作者：Zhang, Jing Fang, Zhongjun Sun, Han Wang, Zhe
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2024
- 关键词：Semantics Visualization decoding Transformers Adaptation models detectors Image reconstruction Adaptive gated mechanism (AGM) adaptive semantic-enhanced transformer (AS-Transformer) constrained weakly supervised learning image captioning
- InkDiffuser: High-Fidelity One-shot Chinese Calligraphy via Differentiable Morphological Optimization被引量：45收藏
- 作者：Shi, Kunchong Zhang, Jing
- 机构： Department of Computer Science and Engineering
- 来源：arXiv 2026
- 关键词：Diffusion in liquids - Ink - Rendering (computer graphics)
- EmoLat: Text-driven Image Sentiment Transfer via Emotion Latent Space被引量：43收藏
- 作者：Zhang, Jing Fan, Bingjie Zhu, Jixiang Wang, Zhe
- 机构： department of Computer Science and Engineering
- 来源：arXiv 2026
- 关键词：Image analysis - Large datasets - Latent semantic analysis - Modal analysis - Sentiment analysis
- Subtype-Former: a deep learning approach for cancer subtype discovery with multi-omics data被引量：42收藏
- 作者：Yang, Hai Sheng, Yuhang Jiang, Yi Fang, Xiaoyang Li, Dongdong Zhang, Jing Wang, Zhe
- 机构： Department of Computer Science and Engineering; Department of Epidemiology and Biostatistics; Jacobs Technion-Cornell Institute
- 来源：arXiv 2022
- 关键词：Diseases - Formal languages - HTTP - K-means clustering - Learning systems
- Cross-Modal Feature Distribution Calibration for Few-Shot Visual Question Answering被引量：41收藏
- 作者：Zhang, Jing Liu, Xiaoqiang Chen, Mingzhe Wang, Zhe
- 机构： Department of Computer Science and Engineering
- 来源：Proceedings of the AAAI Conference on Artificial Intelligence 2024
- 关键词：Artificial intelligence - Benchmarking - Classification (of information) - Spatial distribution
- Object semantics sentiment correlation analysis enhanced image sentiment classification被引量：40收藏
- 作者：Zhang, Jing Chen, Mei Sun, Han Li, Dongdong Wang, Zhe
- 机构：East China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2020
- 关键词：Image sentiment classification Object semantics Bayesian network Object semantics sentiment correlation model Convolutional Neural Network
- Image sentiment classification via multi-level sentiment region correlation analysis被引量：39收藏
- 作者：Zhang, Jing Liu, Xinyu Chen, Mei Ye, Qi Wang, Zhe
- 机构：East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2022
- 关键词：Image sentiment classification Sentiment region Transformer Multi-level sentiment region correlation analysis
- PRIMED: Adaptive Modality Suppression for Referring Audio-Visual Segmentation via Biased Competition被引量：38收藏
- 作者：He, Yuchen Zhang, Jing
- 机构： School of Information Science and Engineering
- 来源：arXiv 2026
- 关键词：Audio acoustics - Benchmarking - Contrastive Learning - Image segmentation - Modal analysis - Visual languages
- Automatic image region annotation through segmentation based visual semantic analysis and discriminative classification被引量：27收藏
- 作者：Zhang, Jing Gao, Yongwei Feng, Shengwei Yuan, Yubo Lee, Chin-Hui
- 机构： Department of Computer Science and Engineering; School of Electrical and Computer Engineering
- 来源：ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2016
- Feature rearrangement based deep learning system for predicting heart failure mortality被引量：27收藏
- 作者：Wang, Zhe Zhu, Yiwen Li, Dongdong Yin, Yichao Zhang, Jing
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Shanghai Shuguang Hosp
- 来源：COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2020
- 关键词：Heart failure deep learning Feature rearrangement convolution
- Task Encoding With Distribution Calibration for Few-Shot Learning被引量：26收藏
- 作者：Zhang, Jing Zhang, Xinzhou Wang, Zhe
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2022
- 关键词：Task analysis Feature extraction Adaptation models Calibration Encoding Computational modeling Training Few-shot learning task encoding distribution calibration image classification
- Geometric imbalanced deep learning with feature scaling and boundary sample mining被引量：25收藏
- 作者：Wang, Zhe Dong, Qida Guo, Wei Li, Dongdong Zhang, Jing Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：PATTERN RECOGNITION 2022
- 关键词：Imbalance problem Image classification Geometric information Boundary samples mining Feature scaling
- Structure-aware image inpainting using patch scale optimization被引量：23收藏
- 作者：Chen, Zhihua Dai, Chao Jiang, Lei Sheng, Bin Zhang, Jing Lin, Weiyao Yuan, Yubo
- 机构：E China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION 2016
- 关键词：Image inpainting Texture synthesis Local structure multiplier Patch scale optimization
- BLSTM and CNN Stacking Architecture for Speech Emotion Recognition被引量：22收藏
- 作者：Li, Dongdong Sun, Linyu Xu, Xinlei Wang, Zhe Zhang, Jing Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Soochow Univ
- 来源：NEURAL PROCESSING LETTERS 2021
- 关键词：Speech emotion recognition Convolutional neural network Bidirectional long short term memory Stacking
- Image retrieval using the extended salient region被引量：20收藏
- 作者：Zhang, Jing Feng, Shengwei Li, Da Gao, Yongwei Chen, Zhihua Yuan, Yubo
- 机构：East China Univ Sci & Technol
- 来源：INFORMATION SCIENCES 2017
- 关键词：Extended salient region Region matching MLAP Image retrieval Image processing
- Parallel-fusion LSTM with synchronous semantic and visual information for image captioning被引量：20收藏
- 作者：Zhang, Jing Li, Kangkang Wang, Zhe
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION 2021
- 关键词：Image captioning Parallel-fusion LSTM Attention mechanism Guiding LSTM
- Real-Time Hand Gesture Recognition Using Finger Segmentation被引量：20收藏
- 作者：Chen, Zhi-hua Kim, Jung-Tae Liang, Jianning Zhang, Jing Yuan, Yu-Bo
- 机构：E China Univ Sci & Technol;Nanjing Univ
- 来源：SCIENTIFIC WORLD JOURNAL 2014
- Visual enhanced gLSTM for image captioning被引量：18收藏
- 作者：Zhang, Jing Li, Kangkang Wang, Zhenkun Zhao, Xianwen Wang, Zhe
- 机构：East China Univ Sci & Technol
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2021
- 关键词：Image caption Visual enhanced-gLSTM Bag of Region of interest Salient region
- MCPL: Multi-model co-guided progressive learning for multimodal aspect-based sentiment analysis被引量：18收藏
- 作者：Zhang, Jing Qu, Jiaqi Liu, Jiangpei Wang, Zhe
- 机构：East China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2024
- 关键词：Multimodal aspect-based sentiment analysis Progressive learning Semi-supervised learning
- Cost-sensitive Fuzzy Multiple Kernel Learning for imbalanced problem被引量：17收藏
- 作者：Wang, Zhe Wang, Bolu Cheng, Yang Li, Dongdong Zhang, Jing
- 机构：East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2019
- 关键词：Imbalanced data Multiple Kernel Learning Fuzzy membership Information entropy Cost-sensitive learning
- Graph-Based Object Semantic Refinement for Visual Emotion Recognition被引量：16收藏
- 作者：Zhang, Jing Liu, Xinyu Wang, Zhe Yang, Hai
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2022
- 关键词：Visualization Semantics Feature extraction Emotion recognition Analytical models Predictive models Neural networks Object semantics graph based object semantic refinement model graph convolutional networks visual emotion recognition
- Semantic information extraction of video based on ontology and inference被引量：15收藏
- 作者：Ma, Jie Zhang, Jing Lu, Hong Xue, Xiangyang
- 机构： IEEE; Department of Computer Science and Engineering; Department of Computer Science and Engineering
- 来源：ICSC 2007 International Conference on Semantic Computing 2007
- 关键词：Semantics - Bayesian networks
- Entropy based boundary-eliminated pseudo-inverse linear discriminant for speech emotion recognition被引量：15收藏
- 作者：Li, Dongdong Sun, Linyu Wang, Zhe Zhang, Jing
- 机构： Department of Computer Science and Engineering; Provincial Key Laboratory for Computer Information Processing Technology
- 来源：Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2018
- 关键词：Speech recognition - Inverse problems
- Multi-view ensemble learning with empirical kernel for heart failure mortality prediction被引量：13收藏
- 作者：Wang, Zhe Chen, Lilong Zhang, Jing Yin, Yichao Li, Dongdong
- 机构：East China Univ Sci & Technol;Shanghai Shuguang Hosp;East China Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING 2020
- 关键词：empirical kernel ensemble learning heart failure mortality prediction multi-view learning
