147 Publications (Page 2 of 6)
2023
Predicting delayed methotrexate elimination in pediatric acute lymphoblastic leukemia patients: an innovative web-based machine learning tool developed through a multicenter, retrospective analysis
Chang, Jian⋅Chen, Siqi⋅Wang, Zhuangcheng⋅Zhou, Yang⋅Zhang, Yang⋅Li, Ziyu⋅Jian, Jie⋅Wang, Tingting⋅Xiang, Tianyu⋅Wang, Xiao⋅Jia, Yuntao⋅Wang, Huilai and Gong, Jun
BMC Medical Informatics and Decision Making , vol. 23, pp. 1-12, 2023. | Journal Article
 
Single-View View Synthesis with Self-rectified Pseudo-Stereo
Zhou, Yang⋅Wu, Hanjie⋅Liu, Wenxi⋅Xiong, Zheng⋅Qin, Jing and He, Shengfeng
International Journal of Computer Vision, vol. 131, (no. 8), pp. 2032-2043, Aug 2023. | Journal Article
 
Three-Dimensional Division of Visible Light Communication Irradiation Area
Zhou, Yang⋅Deng, Yuanzhi⋅Wen, Huajie⋅Chen, Liting⋅Xu, Gang and Xu, Gang
Sensors, vol. 23, (no. 1), 2023. | Journal Article
 
Why do social media users follow tourism-related posts? Roles of bloggers and posts in trip planning
Zhou, Zhongyuan⋅Liu, Chang⋅Zhou, Yang and Li, Ping
Industrial Management & Data Systems, vol. 123, (no. 12), pp. 3080-3108, 2023. | Journal Article
2022
3D Segmentation Guided Style-based Generative Adversarial Networks for PET Synthesis.
Zhou, Yang⋅Yang, Zhiwen⋅Zhang, Hui⋅Chang, Eric I-Chao⋅Fan, Yubo and Xu, Yan
IEEE transactions on medical imaging, vol. PP, March 3, 2022. | Journal Article
 
Accelerated federated learning with decoupled adaptive optimization
Jin, Jiayin⋅Ren, Jiaxiang⋅Zhou, Yang⋅Lyu, Lingjuan⋅Liu, Ji and Dou, Dejing
(pp. 10298–10322)
 
A Distributed and Privacy-Preserving Random Forest Evaluation Scheme with Fine Grained Access Control
Zhou, Yang⋅Zhou, Yang⋅Shen, Hua and Zhang, Mingwu
Symmetry, vol. 14, (no. 2), 2022. | Journal Article
 
An infrared pedestrian detection method based on segmentation and domain adaptation learning
Zhang, Jianlong⋅Liu, Chishuai⋅Wang, Bin⋅Chen, Chen⋅He, Jianhui⋅Zhou, Yang and Li, Ji
Computers & Electrical Engineering, vol. 99, Apr 2022. | Journal Article
 
Automatic repetition instruction generation for air traffic control training using multi-task learning with an improved copy network
Zhang, Jianwei⋅Zhang, Pan⋅Guo, Dongyue⋅Zhou, Yang⋅Wu, Yuankai⋅Yang, Bo and Lin, Yi
Knowledge-Based Systems, vol. 241, Apr 6, 2022. | Journal Article
 
Debris-Flow Susceptibility Assessment in China: A Comparison between Traditional Statistical and Machine Learning Methods
Huang, Han⋅Wang, Yongsheng⋅Li, Yamei⋅Zhou, Yang⋅Zhou, Yang and Zeng, Zhaoqi
Remote Sensing, vol. 14, (no. 18), 2022. | Journal Article
 
Earth Imagery Segmentation on Terrain Surface with Limited Training Labels: A Semi-supervised Approach based on Physics-Guided Graph Co-Training
He, Wenchong⋅Sainju, Arpan Man⋅Jiang, Zhe⋅Yan, Da and Zhou, Yang
ACM Transactions on Intelligent Systems and Technology (TIST), vol. 13, pp. 1–22. | Journal Article
 
Efficient device scheduling with multi-job federated learning
Zhou, Chendi⋅Liu, Ji⋅Jia, Juncheng⋅Zhou, Jingbo⋅Zhou, Yang⋅Dai, Huaiyu and Dou, Dejing
(pp. 9971–9979)
 
FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server
Zhang, Hong⋅Liu, Ji⋅Jia, Juncheng⋅Zhou, Yang⋅Dai, Huaiyu and Dou, Dejing
arXiv preprint arXiv:2204.11536. | Journal Article
 
From distributed machine learning to federated learning: a survey
Liu, Ji⋅Zhou, Yang and Li, Xuhong
Knowledge and Information Systems, vol. 64, (no. 4), pp. 885-917, Apr 2022. | Journal Article
 
Identifying wrong-way driving incidents from regular traffic videos using unsupervised trajectory-based method
Chang, Qing⋅Ren, Jiaxiang⋅Zhou, Huaguo⋅Zhou, Yang and Song, Yukun
Transportation research record, vol. 2676, pp. 440–450. | Journal Article
 
Input-agnostic certified group fairness via gaussian parameter smoothing
Jin, Jiayin⋅Zhang, Zeru⋅Zhou, Yang and Wu, Lingfei
(pp. 10340–10361)
 
Maximal directed quasi-clique mining
Guo, Guimu⋅Yan, Da⋅Yuan, Lyuheng⋅Khalil, Jalal⋅Long, Cheng⋅Jiang, Zhe and Zhou, Yang
(pp. 1900–1913)
 
Multi-Job Intelligent Scheduling With Cross-Device Federated Learning
Liu, Ji⋅Jia, Juncheng⋅Ma, Beichen⋅Zhou, Chendi⋅Zhou, Jingbo⋅Zhou, Yang⋅Dai, Huaiyu and Dou, Dejing
IEEE Transactions on Parallel and Distributed Systems, vol. 34, pp. 535–551. | Journal Article
 
Multi-Robot Collaborative Perception With Graph Neural Networks
Zhou, Yang⋅Xiao, Jiuhong⋅Zhou, Yue and Loianno, Giuseppe
IEEE Robotics and Automation Letters, vol. 7, (no. 2), pp. 2289-2296, 2022. | Journal Article
 
Multi-Timescale Load Forecast of Large Power Customers Based on Online Data Recovery and Time Series Neural Networks
Wang, Xiaotian⋅Duan, Zihe⋅Liu, Linqing⋅Li, Mengyu⋅An, Yagang and Zhou, Yang
Journal of Circuits, Systems and Computers, vol. 31, (no. 5), Mar 30, 2022. | Journal Article
 
On building machine learning pipelines for Android malware detection: a procedural survey of practices, challenges and opportunities
Mehrabi Koushki, Masoud⋅AbuAlhaol, Ibrahim⋅Raju, Anandharaju Durai⋅Zhou, Yang⋅Giagone, Ronnie Salvador and Shengqiang, Huang
Cybersecurity, vol. 5, (no. 1), Dec 2022. | Journal Article
 
PrefixFPM: a parallel framework for general-purpose mining of frequent and closed patterns
Yan, Da⋅Qu, Wenwen⋅Guo, Guimu⋅Wang, Xiaoling and Zhou, Yang
The VLDB Journal, vol. 31, pp. 253–286. | Journal Article
 
Prompt Certified Machine Unlearning with Randomized Gradient Smoothing and Quantization
Zhang, Zijie⋅Zhou, Yang⋅Zhao, Xin⋅Che, Tianshi and Lyu, Lingjuan
 
Pro-PULSE: Learning Progressive Encoders of Latent Semantics in GANs for Photo Upsampling.
Zhou, Yang⋅Xu, Yangyang⋅Du, Yong⋅Wen, Qiang and He, Shengfeng
IEEE transactions on image processing : a publication of the IEEE Signal Processing Society, vol. PP, January 11, 2022. | Journal Article
 
Quantifying and Reducing Registration Uncertainty of Spatial Vector Labels on Earth Imagery
He, Wenchong⋅Jiang, Zhe⋅Kriby, Marcus⋅Xie, Yiqun⋅Jia, Xiaowei⋅Yan, Da and Zhou, Yang
(pp. 554–564)