Zheng Xu
1986–2026 年に発表
- 別表記
- Zheng, Xu · zheng xu
- 827
- 論文数
- 58,188
- 被引用数
- 113
- h 指数
- 521
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Computer Science42.1%
- Medicine15.1%
- Biochemistry, Genetics and Molecular Biology14.1%
- Engineering11.7%
- Immunology and Microbiology2.7%
- Neuroscience2.1%
- その他12.2%
トピック
- Privacy-Preserving Technologies in Data7.1%
- Stochastic Gradient Optimization Techniques2.5%
- Cryptography and Data Security2%
- Adversarial Robustness in Machine Learning1.5%
- Domain Adaptation and Few-Shot Learning1.4%
- Advanced Neural Network Applications1.2%
- その他84.3%
共著者
- Lin Mei41
- Xiangfeng Luo40
- Yunhuai Liu37
- Chuanping Hu25
- Hui Zhang19
- Junzhou Huang19
- Kim-Kwang Raymond Choo19
- Gengyuan Cai17
- Tom Goldstein17
- Wei He17
- Zhenfang Wu17
- Vijayan Sugumaran15
- Enqin Zheng14
- Luwei Xu14
- Neil Y. Yen14
- Peter Kairouz14
- Linjun Hong13
- Shunxiang Zhang13
- Ting Gu13
- Xiao Wei13
- Guang Liang12
- Jiamin Wu12
- H. Brendan McMahan11
- Hong Xu11
全論文
- Advances and Open Problems in Federated Learning
著者: Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista A. Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Hubert Eichner, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaïd Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konecný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Hang Qi, Daniel Ramage, Ramesh Raskar, Mariana Raykova, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao - Foundations and Trends® in Machine Learning, Found. Trends Mach. Learn. 2020 被引用: 4,744
- Advances and Open Problems in Federated Learning
著者: Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista A. Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaïd Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konecný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Mariana Raykova, Hang Qi, Daniel Ramage, Ramesh Raskar, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao - CoRR 2019 被引用: 1,103
- A Field Guide to Federated Optimization
著者: Jianyu Wang, Zachary Charles, Zheng Xu, Gauri Joshi, H. Brendan McMahan, Blaise Agüera y Arcas, Maruan Al-Shedivat, Galen Andrew, Salman Avestimehr, Katharine Daly, Deepesh Data, Suhas N. Diggavi, Hubert Eichner, Advait Gadhikar, Zachary Garrett, Antonious M. Girgis, Filip Hanzely, Andrew Hard, Chaoyang He, Samuel Horváth, Zhouyuan Huo, Alex Ingerman, Martin Jaggi, Tara Javidi, Peter Kairouz, Satyen Kale, Sai Praneeth Karimireddy, Jakub Konecný, Sanmi Koyejo, Tian Li, Luyang Liu, Mehryar Mohri, Hang Qi, Sashank J. Reddi, Peter Richtárik, Karan Singhal, Virginia Smith, Mahdi Soltanolkotabi, Weikang Song, Ananda Theertha Suresh, Sebastian U. Stich, Ameet Talwalkar, Hongyi Wang, Blake E. Woodworth, Shanshan Wu, Felix X. Yu, Honglin Yuan, Manzil Zaheer, Mi Zhang, Tong Zhang, Chunxiang Zheng, Chen Zhu, Wennan Zhu - arXiv (Cornell University), CoRR 2021 被引用: 378
- Visualizing the Loss Landscape of Neural Nets
著者: Hao Li, Zheng Xu, Gavin Taylor, Christoph Studer, Tom Goldstein - NeurIPS 2018 被引用: 2,384
- FedGKD: Toward Heterogeneous Federated Learning via Global Knowledge Distillation
著者: Dezhong Yao, Wanning Pan, Yutong Dai, Yao Wan, Xiaofeng Ding, Chen Yu, Hai Jin, Zheng Xu, Lichao Sun - IEEE Transactions on Computers, IEEE Trans. Computers 2023 被引用: 82
- Deep learning-enabled pelvic ultrasound images for accurate diagnosis of ovarian cancer in China: a retrospective, multicentre, diagnostic study
著者: Yue Gao, Shaoqing Zeng, Xiaoyan Xu, Huayi Li, Shuzhong Yao, Kun Song, Xiao Li, Lingxi Chen, Junying Tang, Hui Xing, Zhiying Yu, Qinghua Zhang, Shu‐E Zeng, Cunjian Yi, Hongning Xie, Xiaoming Xiong, Guangyao Cai, Zhi Wang, Yuan Wu, Jianhua Chi, Xiaofei Jiao, Qin Yan, Xiaogang Mao, Yu Chen, Xin Jin, Qingqing Mo, Pingbo Chen, Yi Huang, Yushuang Shi, Junmei Wang, Yimin Zhou, Shuping Ding, Shan Zhu, Xin Liu, Xiangyi Dong, Lin Cheng, Linlin Zhu, Huanhuan Cheng, Li Cha, Yanli Hao, Chunchun Jin, Ludan Zhang, Peng Zhou, Meng Sun, Xu Qin, Kehua Chen, Zeyan Gao, Xu Zhang, Yuanyuan Ma, Yan Liu, Liling Xiao, Xu Li, Peng Lin, Zheyu Hao, Mi Yang, Yane Wang, Hongping Ou, Yongmei Jia, Lihua Tian, Wei Zhang, Ping Jin, Xun Tian, Lei Huang, Zhen Wang, Jiahao Liu, Tian Fang, Danmei Yan, Heng Cao, Jingjing Ma, Xiao-Ting Li, Zheng Xu, Hua Lou, Chunyan Song, Ruyuan Li, Siyuan Wang, Wenqian Li, Xulei Zheng, Jing Chen, Guannan Li, Ruqi Chen, Cheng Xu, Ruidi Yu, Ji Wang, Sen Xu, Beihua Kong, Xing Xie, Ding Ma, Qinglei Gao - The Lancet Digital Health 2022 被引用: 179
- A Compendium of Chromatin Contact Maps Reveals Spatially Active Regions in the Human Genome
著者: Anthony D. Schmitt, Ming Hu, Inkyung Jung, Zheng Xu, Yunjiang Qiu, Catherine Tan, Yun Li, Shin Lin, Yiing Lin, Cathy L. Barr, Bing Ren - Cell Reports 2016 被引用: 987
- Blockchain-Based Medical Records Secure Storage and Medical Service Framework
著者: Yi Chen, Shuai Ding, Zheng Xu, Handong Zheng, Shanlin Yang - Journal of Medical Systems, J. Medical Syst. 2018 被引用: 504
- A Biomimetic Mussel‐Inspired ε‐Poly‐l‐lysine Hydrogel with Robust Tissue‐Anchor and Anti‐Infection Capacity
著者: Rui Wang, Jingzhe Li, Wei Chen, Tingting Xu, Shifeng Yun, Zheng Xu, Zongqi Xu, Takashi Sato, Bo Chi, Hong Xu - Advanced Functional Materials 2017 被引用: 466
- Towards Perceptual Image Dehazing by Physics-Based Disentanglement and Adversarial Training
著者: Xitong Yang, Zheng Xu, Jiebo Luo - AAAI Conference on Artificial Intelligence 2018 被引用: 269
- CD45: A Critical Regulator of Signaling Thresholds in Immune Cells
著者: Michelle L. Hermiston, Zheng Xu, Arthur Weiss - Annual Review of Immunology 2003 被引用: 947
- Biofilm-inspired adhesive and antibacterial hydrogel with tough tissue integration performance for sealing hemostasis and wound healing
著者: Wei Han, Bo Zhou, Kai Yang, Xin Xiong, Shifang Luan, Yu Wang, Zheng Xu, Peng Lei, Zhengshan Luo, Jian Gao, Yijing Zhan, Guopu Chen, Lei Liang, Rui Wang, Sha Li, Hong Xu - Bioactive Materials 2020 被引用: 207
- Bidirection-Fusion-YOLOv3: An Improved Method for Insulator Defect Detection Using UAV Image
著者: Zhanshe Yang, Zheng Xu, Yunhao Wang - IEEE Transactions on Instrumentation and Measurement, IEEE Trans. Instrum. Meas. 2022 被引用: 92
- Federated Learning of Gboard Language Models with Differential Privacy
著者: Zheng Xu, Yanxiang Zhang, Galen Andrew, Christopher A. Choquette-Choo, Peter Kairouz, H. Brendan McMahan, Jesse Rosenstock, Yuanbo Zhang - Meeting of the Association for Computational Linguistics (Volume 5: Industry Track), ACL (industry) 2023 被引用: 49
- How to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy
著者: Natalia Ponomareva, Hussein Hazimeh, Alex Kurakin, Zheng Xu, Carson Denison, H. Brendan McMahan, Sergei Vassilvitskii, Steve Chien, Abhradeep Guha Thakurta - Journal of Artificial Intelligence Research, J. Artif. Intell. Res. 2023 被引用: 142
- Heterogeneous Low-Rank Approximation for Federated Fine-tuning of On-Device Foundation Models
著者: Yae Jee Cho, Luyang Liu, Zheng Xu, Aldi Fahrezi, Gauri Joshi - Conference on Empirical Methods in Natural Language Processing, EMNLP 2024 被引用: 40
- Machine learning based early warning system enables accurate mortality risk prediction for COVID-19
著者: Yue Gao, Guangyao Cai, Wei Fang, Huayi Li, Siyuan Wang, Lingxi Chen, Yang Yu, Dan Liu, Sen Xu, Pengfei Cui, Shaoqing Zeng, Xinxia Feng, Ruidi Yu, Ya Wang, Yuan Yuan, Xiaofei Jiao, Jianhua Chi, Jiahao Liu, Ruyuan Li, Zheng Xu, Chunyan Song, Ning Jin, Wenjian Gong, Xingyu Liu, Lei Huang, Xun Tian, Lin Li, Hui Xing, Ding Ma, Chunrui Li, Fei Ye, Qinglei Gao - Nature Communications 2020 被引用: 367
- Inhibition of STAT3 in tubular epithelial cells prevents kidney fibrosis and nephropathy in STZ-induced diabetic mice
著者: Chao Zheng, Lan Huang, Wu Luo, Weihui Yu, Xueting Hu, Xinfu Guan, Yan Cai, Chunpeng Zou, Haimin Yin, Zheng Xu, Guang Liang, Yi Wang - Cell Death and Disease 2019 被引用: 166
- Metallothionein Is Downstream of Nrf2 and Partially Mediates Sulforaphane Prevention of Diabetic Cardiomyopathy
著者: Junlian Gu, Yanli Cheng, Hao Wu, Lili Kong, Shudong Wang, Zheng Xu, Zhiguo Zhang, Yi Tan, Bradley B. Keller, Honglan Zhou, Yuehui Wang, Zhonggao Xu, Lu Cai - Diabetes 2016 被引用: 196
- Immunomodulatory Layered Double Hydroxide Nanoparticles Enable Neurogenesis by Targeting Transforming Growth Factor-β Receptor 2
著者: Rongrong Zhu, Xingfei Zhu, Yanjing Zhu, Zhaojie Wang, Xiaolie He, Zhourui Wu, Lei Xue, Wenyong Fan, Ruiqi Huang, Zheng Xu, Qi Xi, Wei Xu, Yan Yu, Yilong Ren, Chen Li, Qian Cheng, Lan Ling, Shilong Wang, Liming Cheng - ACS Nano 2021 被引用: 125
- Automated Assessment of Bradykinesia and Dyskinesia in Parkinson's Disease
著者: Robert I. Griffiths, Katya Kotschet, Sian Arfon, Zheng Xu, William G. Johnson, John Drago, Andrew Evans, Peter Kempster, Sanjay Raghav, Malcolm Horne - Journal of Parkinson s Disease 2012 被引用: 279
- Seq2seq Fingerprint: An Unsupervised Deep Molecular Embedding for Drug Discovery
著者: Zheng Xu, Sheng Wang, Feiyun Zhu, Junzhou Huang - International Conference on Bioinformatics, BCB 2017 被引用: 142
- User Inference Attacks on Large Language Models
著者: Nikhil Kandpal, Krishna Pillutla, Alina Oprea, Peter Kairouz, Christopher A. Choquette-Choo, Zheng Xu - Conference on Empirical Methods in Natural Language Processing, EMNLP 2024 被引用: 28
- Recent advances in DDR (DNA damage response) inhibitors for cancer therapy
著者: Binbin Cheng, Wei Pan, Yi Xing, Yao Xiao, Jianjun Chen, Zheng Xu - European Journal of Medicinal Chemistry 2022 被引用: 122
