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Towards generalizable Graph Contrastive Learning: An information theory perspective 期刊论文
NEURAL NETWORKS, 2024, 卷号: 172, 页码: 17
作者:  Yuan, Yige;  Xu, Bingbing;  Shen, Huawei;  Cao, Qi;  Cen, Keting;  Zheng, Wen;  Cheng, Xueqi
收藏  |  浏览/下载:6/0  |  提交时间:2024/05/20
Graph Contrastive Learning  Generalization  Information theory  
Asymptotically Optimal Circuit Depth for Quantum State Preparation and General Unitary Synthesis 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 10, 页码: 3301-3314
作者:  Sun, Xiaoming;  Tian, Guojing;  Yang, Shuai;  Yuan, Pei;  Zhang, Shengyu
收藏  |  浏览/下载:13/0  |  提交时间:2023/12/04
Circuit depth  depth-space tradeoff  quantum circuit  state preparation  unitary synthesis  
Rotated Object Detection with Circular Gaussian Distribution 期刊论文
ELECTRONICS, 2023, 卷号: 12, 期号: 15, 页码: 12
作者:  Xu, Hang;  Liu, Xinyuan;  Ma, Yike;  Zhu, Zunjie;  Wang, Shuai;  Yan, Chenggang;  Dai, Feng
收藏  |  浏览/下载:11/0  |  提交时间:2023/12/04
rotated object detection  circular Gaussian  CenterNet  CGD  
Random Beam Switching: A Physical Layer Key Generation Approach to Safeguard mmWave Electronic Devices 期刊论文
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2023, 卷号: 69, 期号: 3, 页码: 594-607
作者:  Ju, Ying;  Zou, Guoxue;  Bai, Haowen;  Liu, Lei;  Pei, Qingqi;  Wu, Celimuge;  Otaibi, Sattam Al
收藏  |  浏览/下载:13/0  |  提交时间:2023/12/04
Electronic device security  physical layer key generation  millimeter wave  static environments  beamforming  
Optimizing Two-Way Partial AUC With an End-to-End Framework 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 10228-10246
作者:  Yang, Zhiyong;  Xu, Qianqian;  Bao, Shilong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载:13/0  |  提交时间:2023/12/04
AUC Optimization  machine learning  partial AUC  
Why Dataset Properties Bound the Scalability of Parallel Machine Learning Training Algorithms 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 1702-1712
作者:  Cheng, Daning;  Li, Shigang;  Zhang, Hanping;  Xia, Fen;  Zhang, Yunquan
收藏  |  浏览/下载:40/0  |  提交时间:2021/12/01
Training  Scalability  Machine learning  Machine learning algorithms  Stochastic processes  Task analysis  Upper bound  Parallel training algorithms  training dataset  scalability  stochastic optimization methods  
On the relationship between energy complexity and other boolean function measures 期刊论文
JOURNAL OF COMBINATORIAL OPTIMIZATION, 2021, 页码: 23
作者:  Sun, Xiaoming;  Sun, Yuan;  Wu, Kewen;  Xia, Zhiyu
收藏  |  浏览/下载:38/0  |  提交时间:2021/12/01
Energy complexity  Decision tree  Boolean function  Circuit complexity  
Facility location games with optional preference 期刊论文
THEORETICAL COMPUTER SCIENCE, 2020, 卷号: 847, 页码: 185-197
作者:  Chen, Zhihuai;  Fong, Ken C. K.;  Li, Minming;  Wang, Kai;  Yuan, Hongning;  Zhang, Yong
收藏  |  浏览/下载:33/0  |  提交时间:2021/12/01
Game theory  Facility location game  Algorithmic mechanism design  Approximation  
Local Equivalence of Multipartite Entanglement 期刊论文
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2020, 卷号: 38, 期号: 3, 页码: 568-574
作者:  Qiao, Youming;  Sun, Xiaoming;  Yu, Nengkun
收藏  |  浏览/下载:33/0  |  提交时间:2020/12/10
Quantum entanglement  
On the Optimality of Tape Merge of Two Lists with Similar Size 期刊论文
ALGORITHMICA, 2020, 页码: 26
作者:  Li, Qian;  Sun, Xiaoming;  Zhang, Jialin
收藏  |  浏览/下载:33/0  |  提交时间:2020/12/10
Comparison-based model  Tape merge  Optimal merge  Adversary method