中国科学院计算技术研究所机构知识库

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	Algorithm-Dependent Generalization of AUPRC Optimization: Theory and Algorithm 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 7, 页码: 5062-5079 作者:  Wen, Peisong;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Huang, Qingming 收藏  |  浏览/下载：2/0  |  提交时间：2024/12/06 Optimization  Stability analysis  Stochastic processes  Measurement  Standards  Approximation algorithms  Machine learning algorithms  Machine learning  AUPRC  learning to rank  algorithm-dependent generalization  stability
	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：10/0  |  提交时间：2024/05/20 Graph Contrastive Learning  Generalization  Information theory
	A High-Output-Swing 64-Gb/s PAM-4 Transmitter with a 4-Tap Hybrid FFE in 28-nm CMOS 期刊论文 IEICE ELECTRONICS EXPRESS, 2024, 页码: 6 作者:  Xu, Hua;  Zheng, Xuqiang;  Wang, Zedong;  Cai, Chen;  Zhen, Wenxiang;  Yuan, Guojun;  Hao, Qinfen;  Guo, Xuan;  Jin, Zhi 收藏  |  浏览/下载：13/0  |  提交时间：2024/05/20 Baud-spaced de-emphasis BS-DE  feed-forward equalizer FFe  four level pulse amplitude modulation PAM-4  fractionally spaced pre emphassi FS-Pe  high speed transmitter  high swing
	AUC-Oriented Domain Adaptation: From Theory to Algorithm 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 14161-14174 作者:  Yang, Zhiyong;  Xu, Qianqian;  Bao, Shilong;  Wen, Peisong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming 收藏  |  浏览/下载：11/0  |  提交时间：2024/05/20 AUC-oriented Learning  domain adaptation  machine learning
	Revisiting AUC-Oriented Adversarial Training With Loss-Agnostic Perturbations 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 15494-15511 作者:  Yang, Zhiyong;  Xu, Qianqian;  Hou, Wenzheng;  Bao, Shilong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming 收藏  |  浏览/下载：12/0  |  提交时间：2024/05/20 Optimization  Training  Perturbation methods  Machine learning  Receivers  Machine learning algorithms  Linear programming  AUC Optimization  adversarial learning  machine learning
	DeePMD-kit v2: A software package for deep potential models 期刊论文 JOURNAL OF CHEMICAL PHYSICS, 2023, 卷号: 159, 期号: 5, 页码: 24 作者:  Zeng, Jinzhe;  Zhang, Duo;  Lu, Denghui;  Mo, Pinghui;  Li, Zeyu;  Chen, Yixiao;  Rynik, Marian;  Huang, Li'ang;  Li, Ziyao;  Shi, Shaochen;  Wang, Yingze;  Ye, Haotian;  Tuo, Ping;  Yang, Jiabin;  Ding, Ye;  Li, Yifan;  Tisi, Davide;  Zeng, Qiyu;  Bao, Han;  Xia, Yu;  Huang, Jiameng;  Muraoka, Koki;  Wang, Yibo;  Chang, Junhan;  Yuan, Fengbo;  Bore, Sigbjorn Loland;  Cai, Chun;  Lin, Yinnian;  Wang, Bo;  Xu, Jiayan;  Zhu, Jia-Xin;  Luo, Chenxing;  Zhang, Yuzhi;  Goodall, Rhys E. A.;  Liang, Wenshuo;  Singh, Anurag Kumar;  Yao, Sikai;  Zhang, Jingchao;  Wentzcovitch, Renata;  Han, Jiequn;  Liu, Jie;  Jia, Weile;  York, Darrin M.;  E, Weinan;  Car, Roberto;  Zhang, Linfeng;  Wang, Han 收藏  |  浏览/下载：21/0  |  提交时间：2023/12/04
	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：18/0  |  提交时间：2023/12/04 AUC Optimization  machine learning  partial AUC
	MaxMatch: Semi-Supervised Learning With Worst-Case Consistency 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 5, 页码: 5970-5987 作者:  Jiang, Yangbangyan;  Li, Xiaodan;  Chen, Yuefeng;  He, Yuan;  Xu, Qianqian;  Yang, Zhiyong;  Cao, Xiaochun;  Huang, Qingming 收藏  |  浏览/下载：14/0  |  提交时间：2023/12/04 Predictive models  Training  Data models  Semantics  Perturbation methods  Computational modeling  Benchmark testing  Semi-supervised learning  consistency regularization  worst-case consistency  image classification
	High-Speed Optical Mode Switch in Lithium Niobate on Insulator 期刊论文 ACS PHOTONICS, 2023, 页码: 7 作者:  Jiang, Yongheng;  Han, Xu;  Li, Yiyang;  Xiao, Huifu;  Huang, Haijin;  Zhang, Pu;  Dubey, Aditya;  Yuan, Mingrui;  Nguyen, Thach Giang;  Boes, Andreas;  Li, Yingtao;  Ren, Guanghui;  Xue, Jiuzhi;  Hao, Qinfen;  Su, Yikai;  Mitchell, Arnan;  Tian, Yonghui 收藏  |  浏览/下载：22/0  |  提交时间：2023/07/12 Optical mode switch  Lithium niobate on insulator (LNOI)  Silicon nitride  Mode-division-multiplexing (MDM)
	Integrated lithium niobate polarization beam splitter based on a photonic-crystal-assisted multimode interference coupler 期刊论文 OPTICS LETTERS, 2023, 卷号: 48, 期号: 1, 页码: 171-174 作者:  Yuan, Mingrui;  Han, Xu;  Xiao, Huifu;  Nguyen, Thach Giang;  Boes, Andreas;  Ren, Guanghui;  Hao, Qinfen;  Xue, Jiuzhi;  Mitchell, Arnan;  Tian, Yonghui 收藏  |  浏览/下载：22/0  |  提交时间：2023/07/12