成果/Result
- 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
- 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
- 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
- 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
- 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
