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Graph-Agnostic Linear Transformers 期刊论文
NEURAL NETWORKS, 2026, 卷号: 198, 页码: 12
作者:  Guo, Zhiyu;  Liu, Yang;  Ao, Xiang;  Tang, Yateng;  Chen, Xinhuan;  Zheng, Xuehao;  He, Qing
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Graph neural network  Graph transformer  Linear attention  Graph-agnostic model  
DPFA-net: a lightweight hybrid neural network with dual path feature aggregation for food image recognition 期刊论文
MULTIMEDIA SYSTEMS, 2026, 卷号: 32, 期号: 2, 页码: 17
作者:  Zhu, Xiangyi;  Zhang, Wenli;  Sheng, Yingnan;  Lv, Congrui;  Sheng, Guorui;  Min, Weiqing;  Jiang, Shuqiang
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Food image recognition  Food computing  Lightweight  Vision transformer  
Major depressive disorder detection via temporal-frequency-spatial transformer with sub-domain knowledge alignment using EEG 期刊论文
NEURAL NETWORKS, 2026, 卷号: 193, 页码: 12
作者:  Xu, Chen-Yang;  Fan, Fei-Yi;  Zhao, Li-Xuan;  Jin, Li-Cheng;  Zhang, Yong-Hui;  Meng, Qing-Hao
收藏  |  浏览/下载：19/0  |  提交时间：2025/12/03
MDD detection  Sub-domain knowledge alignment (SDKA)  Temporal-frequency-spatial transformer (TFST)  Frequency attention (FA)  
Pathway-Aware Multimodal Transformer (PAMT): Integrating Pathological Image and Gene Expression for Interpretable Cancer Survival Analysis 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2026, 卷号: 48, 期号: 1, 页码: 896-913
作者:  Yan, Rui;  Zhang, Xueyuan;  Jiang, Zihang;  Wang, Baizhi;  Bian, Xiuwu;  Ren, Fei;  Zhou, S. Kevin
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Pathology  Cancer  Transformers  Feature extraction  Data models  Biological system modeling  Analytical models  Deep learning  Semantics  Multimodal transformer  model interpretability  survival analysis  pathological image analysis  gene expression  gene expression  
TransMAP: A MAP-Inspired Transformer-Based Detector for OTFS Under Imperfect CSI 期刊论文
IEEE WIRELESS COMMUNICATIONS LETTERS, 2026, 卷号: 15, 页码: 275-279
作者:  Shi, Haiwei;  Yu, Hanxiao;  Zhou, Yiqing;  Shi, Jinglin;  Zhou, Shuo
收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25
Symbols  Detectors  Transformers  Signal detection  OFDM  Encoding  Attention mechanisms  Accuracy  Vectors  Channel estimation  OTFS  transformer  MAP detection  imperfect CSI  attention mechanism  
DCHF_T: A multi-dimensional adaptive compression approach for transformer-based models 期刊论文
NEUROCOMPUTING, 2025, 卷号: 656, 页码: 12
作者:  Yan, Yaoyao;  Wang, Da;  Ye, Jing;  Yu, Hui;  Lu, Dianjie;  Zhang, Yuang;  Xu, Weizhi;  Liu, Fang'ai
收藏  |  浏览/下载：24/0  |  提交时间：2025/12/03
Transformer  Dynamic token compression  Pruning  Multi-dimensional adaptive compression  
STP: Special token prompt for parameter-efficient tuning of pre-trained language models 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2025, 卷号: 284, 页码: 10
作者:  Yan, Yaoyao;  Yu, Hui;  Wang, Da;  Ye, Jing;  Liu, Fang'ai;  Xu, Weizhi
收藏  |  浏览/下载：27/0  |  提交时间：2025/12/03
Fine-tuning  Special token prompt  Transformer  Attention weight distribution  
Transformer based on regression model for the denoising of X-ray pulsar profiles 期刊论文
ADVANCES IN SPACE RESEARCH, 2025, 卷号: 76, 期号: 2, 页码: 1068-1079
作者:  Ng, Zhiwei Hua;  Zong, Hua;  Ao, Liming;  Lu, Kunfeng;  Ie, Yujia;  Xu, Qian
收藏  |  浏览/下载：23/0  |  提交时间：2025/12/03
Pulsar profile denoising  Transformer  X-ray pulsar-based navigation  
Fast and Scalable Neural Network Quantum States Method for Molecular Potential Energy Surfaces 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2025, 卷号: 36, 期号: 7, 页码: 1431-1443
作者:  Wu, Yangjun;  Cao, Wanlu;  Zhao, Jiacheng;  Shang, Honghui
收藏  |  浏览/下载：22/0  |  提交时间：2025/12/03
Artificial neural networks  Computational efficiency  Training  Wave functions  Quantum state  Computational modeling  Optimization  Electrons  Convergence  Potential energy  Quantum computational chemistry  many-body Schr & ouml  neural network quantum state  transformer based architecture  autoregressive sampling  potential energy surfaces  dinger equation  
ETBench: Characterizing Hybrid Vision Transformer Workloads Across Edge Devices 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2025, 卷号: 74, 期号: 6, 页码: 1857-1871
作者:  Zhou, Yingkun;  Tian, Zhengshuyuan;  Yang, Wenhao;  Zhang, Tingting;  Ye, Jinpeng;  Han, Chenji;  Liu, Tianyi;  Zhang, Fuxin
收藏  |  浏览/下载：25/0  |  提交时间：2025/12/03
Benchmark  deep learning  edge devices  vision transformer  hybrid model  Benchmark  deep learning  edge devices  vision transformer  hybrid model