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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  
Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 7, 页码: 4225-4238
作者:  Liu, Xin;  Zhang, Yuxiang;  Wu, Meng;  Yan, Mingyu;  He, Kun;  Yan, Wei;  Pan, Shirui;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Perturbation methods  Graph neural networks  Image edge detection  Data augmentation  Accuracy  Training  Measurement  Optimization  Detectors  World Wide Web  Edge perturbation  graph neural network  graph data augmentation  graph data attack  
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
scCompass: An Integrated Multi-Species scRNA-seq Database for AI-Ready 期刊论文
ADVANCED SCIENCE, 2025, 页码: 16
作者:  Wang, Pengfei;  Liu, Wenhao;  Wang, Jiajia;  Liu, Yana;  Li, Pengjiang;  Xu, Ping;  Cui, Wentao;  Zhang, Ran;  Long, Qingqing;  Hu, Zhilong;  Fang, Chen;  Dong, Jingxi;  Zhang, Chunyang;  Chen, Yan;  Wang, Chengrui;  Liu, Guole;  Xie, Hanyu;  Zhang, Yiyang;  Xiao, Meng;  Chen, Shubai;  Jiang, Haiping;  Chen, Yiqiang;  Yang, Ge;  Zhang, Shihua;  Meng, Zhen;  Wang, Xuezhi;  Feng, Guihai;  Li, Xin;  Zhou, Yuanchun
收藏  |  浏览/下载：37/0  |  提交时间：2025/06/25
AI-ready  multi-species  scRNA-seq database  single-cell  
MoDSE: A High-Accurate Multiobjective Design Space Exploration Framework for CPU Microarchitectures 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 5, 页码: 1525-1537
作者:  Wang, Duo;  Yan, Mingyu;  Teng, Yihan;  Han, Dengke;  Liu, Xin;  Li, Wenming;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：48/0  |  提交时间：2024/12/06
Pareto optimization  Predictive models  Measurement  Space exploration  Prediction algorithms  Central Processing Unit  Microarchitecture  CPU microarchitecture  design space exploration (DSE)  multiobjective exploration  Pareto hypervolume  prediction model  
Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2022, 卷号: 9, 期号: 2, 页码: 205-234
作者:  Liu, Xin;  Yan, Mingyu;  Deng, Lei;  Li, Guoqi;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：94/0  |  提交时间：2022/06/21
Efficient training  graph convolutional networks (GCNs)  graph neural networks (GNNs)  sampling method  
EMERGING VISUAL IOT TECHNOLOGIES FOR FUTURE COMMUNICATIONS AND NETWORKS 期刊论文
IEEE WIRELESS COMMUNICATIONS, 2021, 卷号: 28, 期号: 4, 页码: 10-11
作者:  Ji, Wen;  Ebrahimi, Touradj;  Li, Zhu;  Yuan, Jinhong;  Wu, Dapeng Oliver;  Xin, Yan
收藏  |  浏览/下载：76/0  |  提交时间：2021/12/01
Database Resources of the National Genomics Data Center, China National Center for Bioinformation in 2021 期刊论文
NUCLEIC ACIDS RESEARCH, 2021, 卷号: 49, 期号: D1, 页码: D18-D28
作者:  Xue, Yongbiao;  Bao, Yiming;  Zhang, Zhang;  Zhao, Wenming;  Xiao, Jingfa;  He, Shunmin;  Zhang, Guoqing;  Li, Yixue;  Zhao, Guoping;  Chen, Runsheng;  Song, Shuhui;  Ma, Lina;  Zou, Dong;  Tian, Dongmei;  Li, Cuiping;  Zhu, Junwei;  Gong, Zheng;  Chen, Meili;  Wang, Anke;  Ma, Yingke;  Li, Mengwei;  Teng, Xufei;  Cui, Ying;  Duan, Guangya;  Zhang, Mochen;  Jin, Tong;  Shi, Chengmin;  Du, Zhenglin;  Zhang, Yadong;  Liu, Chuandong;  Li, Rujiao;  Zeng, Jingyao;  Hao, Lili;  Jiang, Shuai;  Chen, Hua;  Han, Dali;  Yongbiao, Xue;  Zhang, Tao;  Kang, Wang;  Qu, Jing;  Zhang, Weiqi;  Liu, Guang-Hui;  Liu, Lin;  Zhang, Yang;  Niu, Guangyi;  Zhu, Tongtong;  Feng, Changrui;  Liu, Xiaonan;  Zhang, Yuansheng;  Li, Zhao;  Chen, Ruru;  Li, Qianpeng;  Hua, Zhongyi;  Jiang, Chao;  Chen, Ziyuan;  He, Fangshu;  Zhao, Yuyang;  Jin, Yan;  Huang, Luqi;  Yuan, Yuan;  Zhou, Chenfen;  Xu, Qingwei;  He, Sheng;  Ye, Wei;  Cao, Ruifang;  Wang, Pengyu;  Ling, Yunchao;  Yan, Xing;  Wang, Qingzhong;  Du, Qiang;  Zong, Wenting;  Kang, Hongen;  Xiong, Zhuang;  Huan, Wendi;  Zhang, Sirui;  Xia, Qiguang;  Fan, Xiaojuan;  Wang, Zefeng;  Chen, Xu;  Chen, Tingting;  Zhang, Sisi;  Tang, Bixia;  Dong, Lili;  Zhang, Zhewen;  Wang, Zhonghuang;  Kang, Hailong;  Wang, Yanqing;  Wu, Song;  Wang, Honggen;  Chen, Ming;  Liu, Chang;  Xiong, Yujia;  Shao, Xueying;  Li, Yanyan;  Zhou, Honghong;  Chen, Xiaomin;  Zheng, Yu;  Kang, Quan;  Hao, Di;  Zhang, Lili;  Luo, Huaxia;  Hao, Yajing;  Zhang, Peng;  Nie, Zhi;  Yu, Shuhuan;  Yang, Fei;  Sang, Jian;  Li, Zhaohua;  Zhang, Xiangquan;  Zhou, Qing;  Zhai, Shuang;  Zhang, Yaping;  Wang, Guodong;  Zhu, Qianghui;  Li, Xin;  Li, Menghua;  Yan, Jun;  Li, Chen;  Wang, Zhennan;  Wang, Xiangfeng;  Liu, Yuanming;  Luo, Hong;  Wu, Xiaoyuan;  Jing, HaiChun;  Song, Tinrui;  Zhao, Yi;  Mehmood, Furrukh;  Ali, Shahid;  Ali, Amjad;  Saleem, Shoaib;  Hussain, Irfan;  Abbasi, Amir A.;  Zuo, Zhixiang;  Ren, Jian;  Zhang, Xinxin;  Xiao, Yun;  Li, Xia;  Tu, Yiran;  Xue, Yu;  Wu, Wanying;  Ji, Peifeng;  Zhao, Fangqing;  Meng, Xianwen;  Peng, Di;  Luo, Hao;  Gao, Feng;  Ning, Wanshan;  Lin, Shaofeng;  Liu, Teng;  Guo, An-Yuan;  Yuan, Hao;  Zhang, Yong E.;  Tan, Xiaodan;  Zhang, Weizhi;  Xie, Yubin;  Wang, Chenwei;  Liu, Chun-Jie;  Yang, De-Chang;  Tian, Feng;  Gao, Ge;  Tang, Dachao;  Yao, Lan;  Cui, Qinghua;  An, Ni A.;  Li, Chuan-Yun;  Luo, XiaoTong
收藏  |  浏览/下载：146/0  |  提交时间：2021/12/01
A Quantitative Exploration of Collaborative Pruning and Approximation Computing Towards Energy Efficient Neural Networks 期刊论文
IEEE DESIGN & TEST, 2020, 卷号: 37, 期号: 1, 页码: 36-45
作者:  He, Xin;  Yan, Guihai;  Lu, Wenyan;  Zhang, Xuan;  Liu, Ke
收藏  |  浏览/下载：80/0  |  提交时间：2020/12/10
Resilience  Energy consumption  Approximate computing  Collaboration  Computational modeling  Artificial neural networks  Optimization  Neural network  Energy efficient computing  Network pruning  Approximate computing  
Database Resources of the National Genomics Data Center in 2020 期刊论文
NUCLEIC ACIDS RESEARCH, 2020, 卷号: 48, 期号: D1, 页码: D24-D33
作者:  Zhang, Zhang;  Zhao, Wenming;  Xiao, Jingfa;  Bao, Yiming;  He, Shunmin;  Zhang, Guoqing;  Li, Yixue;  Zhao, Guoping;  Chen, Runsheng;  Gao, Yang;  Zhang, Chao;  Yuan, Liyun;  Xu, Shuhua;  Ning, Zhilin;  Lu, Yan;  Zeng, Jingyao;  Yuan, Na;  Zhu, Junwei;  Pan, Mengyu;  Zhang, Hao;  Wang, Qi;  Shi, Shuo;  Jiang, Meiye;  Lu, Mingming;  Qian, Qiheng;  Gao, Qianwen;  Shang, Yunfei;  Wang, Jinyue;  Du, Zhenglin;  Tian, Dongmei;  Wang, Pei;  Tang, Bixia;  Li, Cuiping;  Teng, Xufei;  Liu, Xiaonan;  Zou, Dong;  Song, Shuhui;  Xiong, Zhuang;  Li, Mengwei;  Yang, Fei;  Ma, Yingke;  Sang, Jian;  Li, Zhaohua;  Li, Rujiao;  Wang, Zhonghuang;  Zhu, Qianghui;  Li, Xin;  Zhang, Sisi;  Kang, Hailong;  Dong, Lili;  Ying, Cui;  Duan, Guangya;  Li, Menghua;  Zhi, Xiaoyang;  Ling, Yunchao;  Cao, Ruifang;  Jiang, Zhao;  Zhou, Haokui;  Lv, Daqing;  Liu, Wan;  Klenk, Hans-Peter;  Zhang, Yadong;  Zhang, Zhewen;  Chen, Tingting;  Chen, Xu;  Wang, Yanqing;  Wu, Song;  Gong, Zheng;  Chen, Meili;  Fang, Shuangsang;  Zhang, Lili;  Guo, Jincheng;  Niu, Yiwei;  Wu, Yang;  Li, Hui;  Zhao, Lianhe;  Li, Xiyuan;  Teng, Xueyi;  Sun, Xianhui;  Sun, Liang;  Zhao, Yi;  Wang, Jiajia;  Zhang, Peng;  Li, Yanyan;  Zheng, Yu;  Chen, Xiaomin;  Xue, Hua;  Teng, Yiheng;  Kang, Quan;  Hao, Yajing;  Cao, Jiabao;  Liu, Lin;  Li, Zhao;  Li, Qianpeng;  Du, Qiang;  Abbasi, Amir A.;  Shireen, Huma;  Pervaiz, Nashaiman;  Batool, Fatima;  Raza, Rabail Z.;  Ma, Lina;  Niu, Guangyi;  Zhang, Yuansheng;  Zhu, Tongtong;  Hao, Lili;  Wang, Guoliang;  Yan, Jun;  Li, Chen;  Wang, Zhennan;  Wang, Xiangfeng;  Li, Zhonghai;  Zhang, Yang;  Wang, Houling;  Zhang, Yi;  Xia, Xinli;  Guo, Hongwei;  Zhu, Junwen;  Zhou, Qing;  Kang, Hongen;  Lan, Li;  Zhang, Xin;  Xue, Yongbiao;  Sun, Yubin;  Zhai, Shuang;  Yu, Lei;  Sun, Mingyuan;  Chen, Huanxin;  Hu, Hui;  Guo, An-Yuan;  Lin, Shaofeng;  Xue, Yu;  Wang, Chenwei;  Ning, Wanshan;  Zhang, Xinxin;  Xiao, Yun;  Li, Xia;  Tu, Yiran;  Wu, Wanying;  Ji, Peifeng;  Zhao, Fangqing;  Luo, Hao;  Gao, Feng;  Guo, Yaping;  Yuan, Hao;  Zhang, Yong E.;  Zhang, Qiong;  Zhou, Jiaqi;  Huang, Zhou;  Cui, Qinghua;  Miao, Ya-Ru;  Ruan, Chen;  Yuan, Chunhui;  Chen, Ming;  Jin, Jin-Pu;  Tian, Feng;  Gao, Ge;  Shi, Ying;  Yao, Lan;  Li, Xiangshang;  Li, Chuan-Yun;  Tang, Qing;  Peng, Di
收藏  |  浏览/下载：151/0  |  提交时间：2020/12/10