成果/Result
- Improving Few-shot Image Generation by Structural Discrimination and Textural Modulation被引量：62收藏
- 作者：Yang, Mengping Wang, Zhe Feng, Wenyi Zhang, Qian Xiao, Ting
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process; Department of Computer Science and Engineering
- 来源：arXiv 2023
- 关键词：Semantics
- Semantic-Aware Generator and Low-level Feature Augmentation for Few-shot Image Generation被引量：58收藏
- 作者：Wang, Zhe Guan, Jiaoyan Yang, Mengping Xiao, Ting Chi, Ziqiu
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process; Department of Computer Science and Engineering
- 来源：MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia 2023
- 关键词：Computer vision - Semantic Web - Semantics
- VSNet: classification of pulmonary nodules in 3D using vision transformer and sequence spatial attention mechanism被引量：37收藏
- 作者：Tang, Dongfang Xiao, Ting Yang, Fan Zhang, Conghao Wang, Zhe Gao, Wen
- 机构： Department of Thoracic Surgery; Department of Computer Science and Engineering
- 来源：Multimedia Tools and Applications 2025
- 关键词：Classification (of information) - Computer aided diagnosis - Computerized tomography - Positron emission tomography
- Vision-Core Guided Contrastive Learning for Balanced Multi-modal Prognosis Prediction of Stroke被引量：36收藏
- 作者：Chen, Liren Sun, Lidong Huang, Mingyan Tang, Junzhe Zhu, Yinghui Wang, Guanjie Xia, Yiqing Xiao, Ting
- 机构： School of Information Science and Engineering
- 来源：arXiv 2026
- 关键词：Alignment - Brain - Computer vision - Deep learning - Diagnosis - Information fusion - Learning systems - Medical image processing - Modal analysis - Visual languages
- Few-Shot Adaptive Diffusion with Semantic Injection and Parameter Smoothing被引量：36收藏
- 作者：Cai, Yunjie Xiao, Ting Zhang, Yanbing Wang, Zhe
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：ICMR 2025 - Proceedings of the 2025 International Conference on Multimedia Retrieval 2025
- 关键词：Diffusion - Image texture - Quality control - Semantic Web - Semantics - Textures
- BioProVLA-Agent: An Affordable, Protocol-Driven, Vision-Enhanced VLA-Enabled Embodied Multi-Agent System with Closed-Loop-Capable Reasoning for Biological Laboratory Manipulation被引量：35收藏
- 作者：Du, Zhaohui Wang, Zhe Fei, Hongmei Cao, Xiwen Xiao, Ting Wang, Qi Jin, Huanbo Gu, Jiaming Lu, Quan Liu, Zhe
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process Ministry of Education; Department of Computer Science and Engineering; Department of Laboratory Medicine; School of Information Science and Technology
- 来源：arXiv 2026
- 关键词：Intelligent agents - Interface states - Laboratories - Molecular biology - Robots - User interfaces - Vision - Visual languages - Waste disposal
- An Embodied Simulation Platform, Benchmark, and Data-Efficient Augmentation Framework for Wet-Lab Robotics被引量：31收藏
- 作者：Liu, Zhe Jin, Huanbo Du, Zhaohui Wang, Zhe Xu, He Li, Peijia Gu, Jiaming Lu, Quan Wang, Qi Ji, Bin Xiao, Ting
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process; Department of Computer Science and Engineering; Department of Laboratory Medicine
- 来源：arXiv 2026
- 关键词：Computer simulation languages - Laboratories - Natural language processing systems - Personnel training - Pipelines - Robot learning - Robots - Simulation platform
- Robust Structured Sparse Subspace Clustering with NEIghborhood Preserving Projection被引量：28收藏
- 作者：Feng, Wenyi Guo, Wei Xiao, Ting Wang, Zhe
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process; Department of Computer Science and Engineering; Qinghai University
- 来源：Proceedings - IEEE International Conference on Multimedia and Expo 2023
- 关键词：Structural optimization
- Stroke Outcome Prediction via Multi-level Feature and Multi-modal Fusion Network被引量：27收藏
- 作者：Xiao, Ting Shi, Lei Wang, Hao Wang, Zhe Lin, Yi
- 机构： East China University of Science and Technology; Harbin Medical University
- 来源：Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024 2024
- 关键词：Deep learning - Image coding - Medical image processing - Multi-task learning - Network coding - Prediction models
- Adaptive wEIghted dictionary representation using anchor graph for subspace clustering被引量：26收藏
- 作者：Feng, Wenyi Wang, Zhe Xiao, Ting Yang, Mengping
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Qinghai Univ
- 来源：PATTERN RECOGNITION 2024
- 关键词：Dictionary representation Subspace clustering Anchor graph Projection learning
- FedGAN: Federated GAN for Few-shot Image Generation被引量：23收藏
- 作者：Zhang, Yanbing Zhang, Qian Yang, Mengping Xiao, Ting Wang, Zhe
- 机构： East China University of Science and Technology
- 来源：2023 3rd International Conference on Electronic Information Engineering and Computer Science, EIECS 2023 2023
- Extended Multi-scale Feature Fusion and Balanced Generative Adversarial Network for Image Inpainting under Limited Data被引量：21收藏
- 作者：Xiao, Ting Sun, Minqian Chen, Haoyuan Li, Jiaqi Qiu, Yixing Wang, Zhe Lu, Dan
- 机构： Department of Computer Science and Engineering; School of Artificial Intelligence; School of Computer Science and Technology
- 来源：Proceedings of SPIE - The International Society for Optical Engineering 2025
- Monotonic Quantile Network for Worst-Case Offline REInforcement Learning被引量：11收藏
- 作者：Bai, Chenjia Xiao, Ting Zhu, Zhoufan Wang, Lingxiao Zhou, Fan Garg, Animesh He, Bin Liu, Peng Wang, Zhaoran
- 机构：Shanghai AI Lab;East China Univ Sci & Technol;Shanghai Univ Finance & Econ;Northwestern Univ;Northwestern Univ
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2024
- 关键词：Behavioral sciences Task analysis Standards Estimation Training Service robots Learning systems Monotonic quantile network (MQN) offline rEInforcement learning (RL) quantile regression risk-sensitive learning
- Freezing partial source representations matters for image inpainting under limited data被引量：6收藏
- 作者：Zhang, Yanbing Yang, Mengping Xiao, Ting Wang, Zhe Chi, Ziqiu
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2024
- 关键词：Image inpainting Transfer learning Limited data
- Relationship constraint deep metric learning被引量：3收藏
- 作者：Zhang, Yanbing Xiao, Ting Wang, Zhe Wang, Xinru Feng, Wenyi Fu, Zhiling Yang, Hai
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：APPLIED INTELLIGENCE 2024
- 关键词：Deep metric learning Data relationship Proxy relationship constraint Sample relationship constraint Proxy correction
- Low-Rank Representation with Empirical Kernel Space Embedding of Manifolds被引量：1收藏
- 作者：Feng, Wenyi Wang, Zhe Xiao, Ting
- 机构：Qinghai Univ;Minist Educ;East China Univ Sci & Technol;Qinghai Prov Lab Intelligent Comp & Applicat
- 来源：NEURAL NETWORKS 2025
- 关键词：Low-rank representation Kernel mapping Manifold learning Feature extraction
- Enhancing Lung Nodule Classification with Triple Union Efficient Attention and Neural Architecture Search被引量：0收藏
- 作者：Huang, Haihua Yang, Fan Xiao, Ting Tang, Dongfang Wang, Zhe Gao, Wen
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Fudan Univ
- 来源：JOURNAL OF IMAGING INFORMATICS IN MEDICINE 2026
- 关键词：Artificial intelligence Attention mechanism Lung nodule classification Neural Architecture Search Parameter-performance balance
- Deep metric learning with fine-grained features mining and orthogonalization constraint被引量：0收藏
- 作者：Xiao, Ting Xu, Lingyi Yu, Wanqian Wang, Zhe
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：KNOWLEDGE AND INFORMATION SYSTEMS 2026
- 关键词：Deep metric learning Fine-grained feature mining Semantic enhancement Orthogonalization constraint
- MSCFNet: mixed-scale context fusion network for medical image segmentation被引量：0收藏
- 作者：Xu, Lingyi Tang, Dongfang Xiao, Ting Wang, Hao Wang, Zhe Gao, Wen
- 机构：East China Univ Sci & Technol;Fudan Univ;Minist Educ
- 来源：APPLIED INTELLIGENCE 2026
- 关键词：Medical image segmentation Context fusion Mixed-scale attention
- Bamboo: A Novel Session-Aware Framework With Equiangular Tight Frame Prototypes for Few-Shot Class-Incremental Learning被引量：0收藏
- 作者：Lu, Xuehan Wang, Zhe Fu, Zhiling Xu, Xinlei Zhang, Qian Xiao, Ting Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Minist Educ
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2025
- 关键词：Bamboo Power capacitors Semantics Prototypes Incremental learning Training Few shot learning Standards Smart manufacturing Learning systems Equiangular tight frame (ETF) few-shot class-incremental learning (FSCIL) prototype learning
- Geometric and topological structure-induced large-scale graph learning for social and information networks被引量：0收藏
- 作者：Liu, Ganghao Xiao, Ting Wang, Zhe Wang, Hanzheng
- 机构：Minist Educ;East China Univ Sci & Technol
- 来源：PATTERN RECOGNITION 2026
- 关键词：Graph representation learning Large-scale graphs Node classification Geometric and topologic structure
- Fusion of global and adaptive local information for few-shot image classification被引量：0收藏
- 作者：Xiao, Ting Xia, Yiqing Tang, Ruiqi Du, Wenli Wang, Zhe
- 机构：Minist Educ;East China Univ Sci & Technol
- 来源：PATTERN RECOGNITION 2025
- 关键词：Few-shot learning Image classification Fusion of global and local feature Knowledge collaboration
- Improving multi-instance learning with hierarchical attention and frequency-domain hard sample distillation被引量：0收藏
- 作者：Xiao, Ting Sun, Minqian Xia, Yiqing Yang, Hai Wang, Zhe Liu, Peng
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Harbin Inst Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2026
- 关键词：Multiple instance learning Histological whole slide image Hard sample mining Attention regularization
- Semantic Mask Reconstruction and Category Semantic Learning for few-shot image generation被引量：0收藏
- 作者：Xiao, Ting Cai, Yunjie Guan, Jiaoyan Wang, Zhe
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：NEURAL NETWORKS 2025
- 关键词：Few-shot image generation Generative adversarial network Mask reconstruct Semantic learning
