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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  
A hybrid approach to formulaic alpha discovery with large language model assistance 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2026, 卷号: 20, 期号: 2, 页码: 14
作者:  Yu, Shuo;  Xue, Hong-Yan;  Ao, Xiang;  He, Qing
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
computational finance  stock trend forecasting  large language model  
The interplay between tissue-resident microbiome and host proteins by integrated multi-omics during progression of colorectal adenoma to carcinoma 期刊论文
IMETA, 2025, 页码: 37
作者:  Wu, Di;  Wang, An-Jun;  Bu, De-Chao;  Sun, Yan-Yan;  Li, Chen-Hao;  Hong, Yue-Mei;  Zhang, Shan;  Chen, Shi-Yang;  Zhou, Jin-An;  Zhang, Tian-Yi;  Yu, Min-Hao;  Ma, Yong-Jing;  Wang, Xiu-Li;  Xu, Jia;  He, Wei;  Heeschen, Christopher;  Chen, Jian-Feng;  Mao, Wen-Jun;  Ding, Hui;  Wu, Wen-Juan;  Zhao, Yi;  Wang, Hui;  Liu, Ning-Ning
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
colorectal cancer  metagenomics  microbiota-host interaction  proteomics  tissue-resident microbiome  
Ten Challenging Problems in Federated Foundation Models 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 7, 页码: 4314-4337
作者:  Fan, Tao;  Gu, Hanlin;  Cao, Xuemei;  Chan, Chee Seng;  Chen, Qian;  Chen, Yiqiang;  Feng, Yihui;  Gu, Yang;  Geng, Jiaxiang;  Luo, Bing;  Liu, Shuoling;  Ong, Win Kent;  Ren, Chao;  Shao, Jiaqi;  Sun, Chuan;  Tang, Xiaoli;  Tae, Hong Xi;  Tong, Yongxin;  Wei, Shuyue;  Wu, Fan;  Xi, Wei;  Xu, Mingcong;  Yang, He;  Yang, Xin;  Yan, Jiangpeng;  Yu, Hao;  Yu, Han;  Zhang, Teng;  Zhang, Yifei;  Zhang, Xiaojin;  Zheng, Zhenzhe;  Fan, Lixin;  Yang, Qiang
收藏  |  浏览/下载：6/0  |  提交时间：2025/12/03
Frequency modulation  Foundation models  Privacy  Optimization  Adaptation models  Watermarking  Knowledge transfer  Training  Fans  Data privacy  Federated foundation models (FedFMs)  federated learning  foundation models  large language models  privacy-preserving Ai  
DeePMD-kit v3: A Multiple-Backend Framework for Machine Learning Potentials 期刊论文
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2025, 卷号: 21, 期号: 9, 页码: 4375-4385
作者:  Zeng, Jinzhe;  Zhang, Duo;  Peng, Anyang;  Zhang, Xiangyu;  He, Sensen;  Wang, Yan;  Liu, Xinzijian;  Bi, Hangrui;  Li, Yifan;  Cai, Chun;  Zhang, Chengqian;  Du, Yiming;  Zhu, Jia-Xin;  Mo, Pinghui;  Huang, Zhengtao;  Zeng, Qiyu;  Shi, Shaochen;  Qin, Xuejian;  Yu, Zhaoxi;  Luo, Chenxing;  Ding, Ye;  Liu, Yun-Pei;  Shi, Ruosong;  Wang, Zhenyu;  Bore, Sigbjorn Loland;  Chang, Junhan;  Deng, Zhe;  Ding, Zhaohan;  Han, Siyuan;  Jiang, Wanrun;  Ke, Guolin;  Liu, Zhaoqing;  Lu, Denghui;  Muraoka, Koki;  Oliaei, Hananeh;  Singh, Anurag Kumar;  Que, Haohui;  Xu, Weihong;  Xu, Zhangmancang;  Zhuang, Yong-Bin;  Dai, Jiayu;  Giese, Timothy J.;  Jia, Weile;  Xu, Ben;  York, Darrin M.;  Zhang, Linfeng;  Wang, Han
收藏  |  浏览/下载：15/0  |  提交时间：2025/06/25
XiangShan: An Open Source Project for High-Performance RISC-V Processors Meeting Industrial-Grade Standards 期刊论文
IEEE MICRO, 2025, 卷号: 45, 期号: 3, 页码: 49-57
作者:  Wang, Kaifan;  Chen, Jian;  Xu, Yinan;  Yu, Zihao;  He, Wei;  Tang, Dan;  Sun, Ninghui;  Bao, Yungang
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Program processors  Vectors  Technological innovation  Pipelines  Microarchitecture  Ecosystems  Decoding  Training  Registers  Industries  
Deep learning for hepatocellular carcinoma recurrence before and after liver transplantation: a multicenter cohort study 期刊论文
SCIENTIFIC REPORTS, 2025, 卷号: 15, 期号: 1, 页码: 10
作者:  Cao, Shuang;  Yu, Sihan;  Huang, Liangbin;  Seery, Samuel;  Xia, Yu;  Zhao, Yongwei;  Si, Zhongzhou;  Zhang, Xinxue;  Zhu, Jiqiao;  Lang, Ren;  Kou, Jiantao;  Zhang, Haiming;  Wei, Lin;  Zhou, Guangpeng;  Sun, Liying;  Wang, Lei;  Li, Ting;  He, Qiang;  Zhu, Zhijun
收藏  |  浏览/下载：36/0  |  提交时间：2025/06/25
Hepatocellular carcinoma  Liver transplantation  Recurrence predictive models  Deep learning  DeepSurv  
Resistive memory-based zero-shot liquid state machine for multimodal event data learning 期刊论文
NATURE COMPUTATIONAL SCIENCE, 2025, 卷号: 5, 期号: 1, 页码: 37-47
作者:  Lin, Ning;  Wang, Shaocong;  Li, Yi;  Wang, Bo;  Shi, Shuhui;  He, Yangu;  Zhang, Woyu;  Yu, Yifei;  Zhang, Yue;  Zhang, Xinyuan;  Wong, Kwunhang;  Wang, Songqi;  Chen, Xiaoming;  Jiang, Hao;  Zhang, Xumeng;  Lin, Peng;  Xu, Xiaoxin;  Qi, Xiaojuan;  Wang, Zhongrui;  Shang, Dashan;  Liu, Qi;  Liu, Ming
收藏  |  浏览/下载：39/0  |  提交时间：2025/06/25
Learning Critically: Selective Self-Distillation in Federated Learning on Non-IID Data 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 6, 页码: 789-800
作者:  He, Yuting;  Chen, Yiqiang;  Yang, XiaoDong;  Yu, Hanchao;  Huang, Yi-Hua;  Gu, Yang
收藏  |  浏览/下载：34/0  |  提交时间：2024/12/06
Data models  Training  Servers  Collaborative work  Adaptation models  Convergence  Feature extraction  Federated learning  knowledge distillation  non-identically distributed  deep learning  catastrophic forgetting  
Exploiting global contextual information for document-level named entity recognition 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2024, 卷号: 284, 页码: 10
作者:  Yu, Yiting;  Wang, Zanbo;  Wei, Wei;  Zhang, Ruihan;  Mao, Xian-Ling;  Feng, Shanshan;  Wang, Fei;  He, Zhiyong;  Jiang, Sheng
收藏  |  浏览/下载：44/0  |  提交时间：2024/05/20
Named entity recognition  Global contextual information  Graph neural network  Epistemic uncertainty