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LLM-led vision-spectral fusion: A zero-shot approach to temporal fruit image classification 期刊论文
NEURAL NETWORKS, 2026, 卷号: 194, 页码: 10
作者:  Wu, Huyu;  Jia, Bowen;  Yuan, Xue-Ming
收藏  |  浏览/下载：6/0  |  提交时间：2025/12/03
Temporally relevant images  Multimodal classification  Large language models  Zero-shot segmentation  Vision-spectral fusion  
Entropy-regulated cross-modal generative fusion for multimodal network intrusion detection 期刊论文
INFORMATION FUSION, 2026, 卷号: 126, 页码: 16
作者:  Wang, Xiangbin;  Yuan, Qingjun;  Yu, Wentao;  Meng, Qianwei;  Lu, Siqi;  He, Wenqi;  Gu, Chunxiang;  Wang, Yongjuan
收藏  |  浏览/下载：6/0  |  提交时间：2025/12/03
Generative artificial intelligence  Intrusion detection system  Multimodal fusion  Diffusion model  Cross-modal representation  Differential entropy  
Exp-VQA: Fine-grained facial expression analysis via visual question answering 期刊论文
PATTERN RECOGNITION, 2025, 卷号: 168, 页码: 13
作者:  Yuan, Yujian;  Zeng, Jiabei;  Shan, Shiguang
收藏  |  浏览/下载：5/0  |  提交时间：2025/12/03
Fine-grained facial expression analysis  Emotion classification  Facial action unit detection  Visual question answering  
Self-supervised Learning for Electroencephalogram: A Systematic Survey 期刊论文
ACM COMPUTING SURVEYS, 2025, 卷号: 57, 期号: 12, 页码: 38
作者:  Weng, Weining;  Gu, Yang;  Guo, Shuai;  Ma, Yuan;  Yang, Zhaohua;  Liu, Yuchen;  Chen, Yiqiang
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Self-supervised learning  electroencephalogram  contrastive learning  representation learning  
SAQE: Complex Logical Query Answering via Semantic-Aware Representation Learning 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 11, 页码: 6651-6665
作者:  Cao, Zongsheng;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Cognition  Knowledge graphs  Representation learning  Semantics  Optimization  Logic  Accuracy  Data mining  Training  Artificial intelligence  Knowledge graph  logic query answering  semantic-aware learning  hierarchical reasoning optimization  
SED-MVS: Segmentation-Driven and Edge-Aligned Deformation Multi-View Stereo With Depth Restoration and Occlusion Constraint 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: 35, 期号: 11, 页码: 11244-11257
作者:  Yuan, Zhenlong;  Yang, Zhidong;  Cai, Yujun;  Wu, Kuangxin;  Liu, Mufan;  Zhang, Dapeng;  Jiang, Hao;  Li, Zhaoxin;  Wang, Zhaoqi
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Deformation  Image reconstruction  Costs  Image edge detection  Image segmentation  Reliability  Three-dimensional displays  Image restoration  Feature extraction  Electronic mail  Multi-view stereo  3D reconstruction  segmentation  patch deformation  occlusion  
Improving multimodal named entity recognition via text-image relevance prediction with large language models 期刊论文
NEUROCOMPUTING, 2025, 卷号: 651, 页码: 10
作者:  Zeng, Qingyang;  Yuan, Minghui;  Su, Yueyang;  Mi, Jia;  Che, Qianzi;  Wan, Jing
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Multimodal named entity recognition  Multimodal learning  Large language model  Contrastive learning  Social media  
FedSCOPE: A Comprehensive Evaluation Framework for Federated Learning in Human-Centered Social Computing 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2025, 页码: 16
作者:  Li, Yanli;  Li, Yuqi;  Zhou, Yanan;  Zhang, Yuning;  Yang, Nan;  Yuan, Dong;  Ding, Weiping
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Evaluation metric  federated learning (FL)  model selection  social computing  
LINS: A general medical Q&A framework for enhancing the quality and credibility of LLM-generated responses 期刊论文
NATURE COMMUNICATIONS, 2025, 卷号: 16, 期号: 1, 页码: 20
作者:  Wang, Sheng;  Zhao, Fangyuan;  Bu, Dechao;  Lu, Yunwei;  Gong, Ming;  Liu, Hongjie;  Yang, Zhaohui;  Zeng, Xiaoxi;  Yuan, Zhiyuan;  Wan, Baoping;  Sun, Jingbo;  Wu, Yang;  Zhao, Lianhe;  Wan, Xirun;  Huang, Wei;  Wang, Tao;  Xu, Mengtong;  Luo, Jianjun;  Liu, Jingjia;  Zheng, Jianjun;  Zhang, Wei;  Zhang, Kang;  Zhang, Hongjia;  Wang, Shu;  Chen, Runsheng;  Zhao, Yi
收藏  |  浏览/下载：5/0  |  提交时间：2025/12/03
Benchmarking Radiology Report Generation From Noisy Free-Texts 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2025, 卷号: 29, 期号: 10, 页码: 7549-7558
作者:  Yuan, Yujian;  Zheng, Yanting;  Qu, Liangqiong
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Noise measurement  Radiology  Measurement  Benchmark testing  Pipelines  Large language models  Biomedical imaging  Training  Bioinformatics  Text processing  Benchmark  large language model (LLM)  natural language processing  radiology report generation