Jialei Wang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 65

Top Topics

Loss Minimization

Online Learning

Stochastic Optimization

Top Venues

J. Mach. Learn. Res.

Comput. Electron. Agric.

Publications

QiHao Xu, Xiaoling Luo, Chao Huang, Chengliang Liu, Jie Wen, Jialei Wang, Yong Xu
HACDR-Net: Heterogeneous-Aware Convolutional Network for Diabetic Retinopathy Multi-Lesion Segmentation. AAAI (2024)
Jiayi Guo, Lifen Song, Jialei Wang, Yuqi Wang, Shiyu Zhao
An Analysis of Employment in Agricultural and Forestry Colleges Based on Logistic Modelling. ICEIT (2024)
Jinhua Sheng, He Huang, Qiao Zhang, Zhongjin Li, Haodi Zhu, Jialei Wang, Ziyi Ying, Jing Zeng
Identification of Mild Cognitive Impairment Conversion Using Augmented Resting-State Functional Connectivity Under Multi-Modal Parcellation. IEEE Access 12 (2024)
Huadai Liu, Jialei Wang, Rongjie Huang, Yang Liu, Jiayang Xu, Zhou Zhao
MEDIC: Zero-shot Music Editing with Disentangled Inversion Control. CoRR (2024)
Jialei Wang, Lin Song, Qilin Zhang, Jie Li, Quanbo Ge, Shengye Yan, Gaofeng Wu, Jing Yang, Yuqing Zhong, Qingda Li
A Lightning Optical Automatic Detection Method Based on a Deep Neural Network. Remote. Sens. 16 (7) (2024)
Huadai Liu, Rongjie Huang, Yang Liu, Hengyuan Cao, Jialei Wang, Xize Cheng, Siqi Zheng, Zhou Zhao
AudioLCM: Text-to-Audio Generation with Latent Consistency Models. CoRR (2024)
Yan Tian, Guotang Jian, Jialei Wang, Hong Chen, Lei Pan, Zhaocheng Xu, Jianyuan Li, Ruili Wang
A Revised Approach to Orthodontic Treatment Monitoring From Oralscan Video. IEEE J. Biomed. Health Informatics 27 (12) (2023)
Bei Wang, Yan Tian, Jialei Wang, Jiayu Hu, Dongsheng Liu, Zhaocheng Xu
Detect occluded items in X-ray baggage inspection. Comput. Graph. 115 (2023)
Jie Sun, Yan Tian, Jialei Wang, Zhaocheng Xu, Hao Wang, Zhaoyi Jiang, Xun Wang
Weakly Supervised Method for Domain Adaptation in Instance Segmentation. CGI (1) (2023)
Xuan Li, Ziling Chen, Jialei Wang, Jian Jin
LeafSpec-Dicot: An Accurate and Portable Hyperspectral Imaging Device for Dicot Leaves. Sensors 23 (7) (2023)
Yao Wang, Jing Yang, Qilin Zhang, Jinquan Zeng, Boyi Mu, Junzhi Du, Zhekai Li, Yuhui Shao, Jialei Wang, Zhouxin Li
Application of Combined Filtering in Thunder Recognition. Remote. Sens. 15 (2) (2023)
Guo Xu, Jialei Wang, Guangfu Ning, Wenjing Xiong, Mei Su
A Dual-Transformer-Based Three-Level DC-DC Converter With Wide ZVZCS Switching Range. IEEE Trans. Circuits Syst. II Express Briefs 70 (2) (2023)
Hongyan Lai, Yuchen Li, Hena Zhang, Jia Hu, Jiatao Liao, Ying Su, Qin Li, Bing Chen, Caiping Li, Zhen Wang, Yan Li, Jialei Wang, Zhiqiang Meng, Zhaohui Huang, Shenglin Huang
exoRBase 2.0: an atlas of mRNA, lncRNA and circRNA in extracellular vesicles from human biofluids. Nucleic Acids Res. 50 (D1) (2022)
Junchao Zhang, Jiahao Zhou, Jie Li, Jiaying Gu, Qilin Zhang, Bingzhe Dai, Yao Wang, Jialei Wang, Yuqing Zhong, Qingda Li
Location Accuracy Improvement of Long-range Lightning Detection Network In China by Compensating Ground Wave Propagation Delay. Remote. Sens. 14 (14) (2022)
Peng Wang, Yan Tian, Nali Liu, Jialei Wang, Shuangming Chai, Xun Wang, Ruili Wang
A tooth surface design method combining semantic guidance, confidence, and structural coherence. IET Comput. Vis. 16 (8) (2022)
Cong Li, Yu Zhang, Jialei Wang, Hang Chen, Xian Liu, Tai Huang, Liang Peng, Shen Zhou, Lixin Wang, Shijian Ge
From Correctable Memory Errors to Uncorrectable Memory Errors: What Error Bits Tell. SC (2022)
Jiaying Gu, Qilin Zhang, Jie Li, Junchao Zhang, Jiahao Zhou, Bingzhe Dai, Hao Sun, Yao Wang, Jialei Wang, Yuqing Zhong, Qingda Li, Jing Yang
Effect of Number and Configuration of Participating Stations on Lightning Location outside the Network. Remote. Sens. 14 (17) (2022)
Zijun Liang, BaHeiZhaTi NuErTaYi, Yuanyuan Xu, Fei Zhang, Jingwen Yang, Jialei Wang
Application of multidimensional data visualization technology and WebGIS in lightweight visualization system design. Agro-Geoinformatics (2021)
Jian Huang, Jinling Zhao, Yixiao Guo, Xin Mao, WuRenShaNa, Jialei Wang
The Application on distributed geospatial data management based on Hadoop and the application in WebGIS. Agro-Geoinformatics (2021)
Ziling Chen, Jialei Wang, Tao Wang, Zhihang Song, Yikai Li, Yuanmeng Huang, Liangju Wang, Jian Jin
Automated in-field leaf-level hyperspectral imaging of corn plants using a Cartesian robotic platform. Comput. Electron. Agric. 183 (2021)
Jian Huang, Zijun Liang, Xuedan Zhao, Jinling Zhao, BaHeiZhaTi NuErTaYi, Jialei Wang
Research on WebGIS Application Based on Edge Computing. Agro-Geoinformatics (2021)
Liangju Wang, Jian Jin, Zhihang Song, Jialei Wang, Libo Zhang, Tanzeel U. Rehman, Dongdong Ma, Neal R. Carpenter, Mitchell R. Tuinstra
LeafSpec: An accurate and portable hyperspectral corn leaf imager. Comput. Electron. Agric. 169 (2020)
Xun Wang, Yan Tian, Xuran Zhao, Tao Yang, Judith Gelernter, Jialei Wang, Guohua Cheng, Wei Hu
Improving Multiperson Pose Estimation by Mask-aware Deep Reinforcement Learning. ACM Trans. Multim. Comput. Commun. Appl. 16 (3) (2020)
Liangju Wang, Yunhong Duan, Libo Zhang, Jialei Wang, Yikai Li, Jian Jin
LeafScope: A Portable High-Resolution Multispectral Imager for In Vivo Imaging Soybean Leaf. Sensors 20 (8) (2020)
Jialei Wang, Scott C. Clark, Eric Liu, Peter I. Frazier
Parallel Bayesian Global Optimization of Expensive Functions. Oper. Res. 68 (6) (2020)
Tao Hu, Weihe Wendy Guan, Xinyan Zhu, Yuanzheng Shao, Lingbo Liu, Jing Du, Hongqiang Liu, Huan Zhou, Jialei Wang, Bing She, Luyao Zhang, Zhibin Li, Peixiao Wang, Yicheng Tang, Ruizhi Hou, Yun Li, Dexuan Sha, Yifan Yang, Ben Lewis, Devika Kakkar, Shuming Bao
Building an Open Resources Repository for COVID-19 Research. Data Inf. Manag. 4 (3) (2020)
Libo Zhang, Liangju Wang, Jialei Wang, Zhihang Song, Tanzeel U. Rehman, Thirawat Bureetes, Dongdong Ma, Ziling Chen, Samantha Neeno, Jian Jin
Leaf Scanner: A portable and low-cost multispectral corn leaf scanning device for precise phenotyping. Comput. Electron. Agric. 167 (2019)
Jialei Wang, Tong Zhang
Utilizing Second Order Information in Minibatch Stochastic Variance Reduced Proximal Iterations. J. Mach. Learn. Res. 20 (2019)
Chao Gao, Dan Garber, Nathan Srebro, Jialei Wang, Weiran Wang
Stochastic Canonical Correlation Analysis. J. Mach. Learn. Res. 20 (2019)
Yining Wang, Jialei Wang, Sivaraman Balakrishnan, Aarti Singh
Rate optimal estimation and confidence intervals for high-dimensional regression with missing covariates. J. Multivar. Anal. 174 (2019)
Blake E. Woodworth, Jialei Wang, Adam D. Smith, Brendan McMahan, Nati Srebro
Graph Oracle Models, Lower Bounds, and Gaps for Parallel Stochastic Optimization. NeurIPS (2018)
Weiran Wang, Jialei Wang, Mladen Kolar, Nathan Srebro
Distributed Stochastic Multi-Task Learning with Graph Regularization. CoRR (2018)
Jialei Wang, Weiran Wang, Dan Garber, Nathan Srebro
Efficient coordinate-wise leading eigenvector computation. ALT (2018)
Jialei Wang, Yao Guo, Zhihong Liu
基于社交网络信任关系的服务推荐方法 (Service Recommendation Method Based on Social Network Trust Relationships). 计算机科学 45 (11A) (2018)
Jianqiao Wangni, Jialei Wang, Ji Liu, Tong Zhang
Gradient Sparsification for Communication-Efficient Distributed Optimization. NeurIPS (2018)
Blake E. Woodworth, Jialei Wang, Brendan McMahan, Nathan Srebro
Graph Oracle Models, Lower Bounds, and Gaps for Parallel Stochastic Optimization. CoRR (2018)
Hongbo Zhang, Jialei Wang, Lijuan Zhang, Zhihong Liu
基于信任网络的协同过滤推荐方法 (Trust Network Based Collaborative Filtering Recommendation Algorithm). 计算机科学 45 (8) (2018)
Bo Jiang, Lingyao Ye, Jialei Wang, Ye Wang
A Semantic-Based Approach to Service Clustering from Service Documents. SCC (2017)
Jialei Wang, Weiran Wang, Nathan Srebro
Memory and Communication Efficient Distributed Stochastic Optimization with Minibatch Prox. CoRR (2017)
Jialei Wang, Lin Xiao
Exploiting Strong Convexity from Data with Primal-Dual First-Order Algorithms. ICML (2017)
Jianqiao Wangni, Jialei Wang, Ji Liu, Tong Zhang
Gradient Sparsification for Communication-Efficient Distributed Optimization. CoRR (2017)
Feiyang Peng, Zhihong Liu, Yong Zeng, Jialei Wang
Modeling Key Infection in Large-Scale Sensor Networks. ICICS (2017)
Chao Gao, Dan Garber, Nathan Srebro, Jialei Wang, Weiran Wang
Stochastic Canonical Correlation Analysis. CoRR (2017)
Matthias Poloczek, Jialei Wang, Peter I. Frazier
Multi-Information Source Optimization. NIPS (2017)
Yining Wang, Jialei Wang, Sivaraman Balakrishnan, Aarti Singh
Rate Optimal Estimation and Confidence Intervals for High-dimensional Regression with Missing Covariates. CoRR (2017)
Shun Zheng, Jialei Wang, Fen Xia, Wei Xu, Tong Zhang
A General Distributed Dual Coordinate Optimization Framework for Regularized Loss Minimization. J. Mach. Learn. Res. 18 (2017)
Jialei Wang, Weiran Wang, Nathan Srebro
Memory and Communication Efficient Distributed Stochastic Optimization with Minibatch Prox. COLT (2017)
Jialei Wang, Jason D. Lee, Mehrdad Mahdavi, Mladen Kolar, Nati Srebro
Sketching Meets Random Projection in the Dual: A Provable Recovery Algorithm for Big and High-dimensional Data. AISTATS (2017)
Jialei Wang, Weiran Wang, Dan Garber, Nathan Srebro
Efficient coordinate-wise leading eigenvector computation. CoRR (2017)
Jialei Wang, Tong Zhang
Improved Optimization of Finite Sums with Minibatch Stochastic Variance Reduced Proximal Iterations. CoRR (2017)
Jialei Wang, Mladen Kolar, Nathan Srebro, Tong Zhang
Efficient Distributed Learning with Sparsity. ICML (2017)
Jialei Wang, Peder A. Olsen, Andrew R. Conn, Aurelie C. Lozano
Removing Clouds and Recovering Ground Observations in Satellite Image Sequences via Temporally Contiguous Robust Matrix Completion. CVPR (2016)
Jialei Wang, Peilin Zhao, Steven C. H. Hoi
Soft Confidence-Weighted Learning. ACM Trans. Intell. Syst. Technol. 8 (1) (2016)
Jialei Wang, Mladen Kolar, Nathan Srebro
Distributed Multi-Task Learning. AISTATS (2016)
Jialei Wang, Mladen Kolar, Nathan Srebro
Distributed Multi-Task Learning with Shared Representation. CoRR (2016)
Jialei Wang, Mladen Kolar
Inference for High-dimensional Exponential Family Graphical Models. AISTATS (2016)
Jing Lu, Steven C. H. Hoi, Jialei Wang, Peilin Zhao, Zhiyong Liu
Large Scale Online Kernel Learning. J. Mach. Learn. Res. 17 (2016)
Matthias Poloczek, Jialei Wang, Peter I. Frazier
Warm starting Bayesian optimization. WSC (2016)
Matthias Poloczek, Jialei Wang, Peter I. Frazier
Warm Starting Bayesian Optimization. CoRR (2016)
Weiran Wang, Jialei Wang, Dan Garber, Nati Srebro
Efficient Globally Convergent Stochastic Optimization for Canonical Correlation Analysis. NIPS (2016)
Weiran Wang, Jialei Wang, Nathan Srebro
Globally Convergent Stochastic Optimization for Canonical Correlation Analysis. CoRR (2016)
Jialei Wang, Hai Wang, Nathan Srebro
Reducing Runtime by Recycling Samples. CoRR (2016)
Jialei Wang, Jason D. Lee, Mehrdad Mahdavi, Mladen Kolar, Nathan Srebro
Sketching Meets Random Projection in the Dual: A Provable Recovery Algorithm for Big and High-dimensional Data. CoRR (2016)
Jialei Wang, Mladen Kolar, Nathan Srebro, Tong Zhang
Efficient Distributed Learning with Sparsity. CoRR (2016)
Jialei Wang, Peder A. Olsen, Andrew R. Conn, Aurelie C. Lozano
Removing Clouds and Recovering Ground Observations in Satellite Image Sequences via Temporally Contiguous Robust Matrix Completion. CoRR (2016)
Jialei Wang, Ryohei Fujimaki, Yosuke Motohashi
Trading Interpretability for Accuracy: Oblique Treed Sparse Additive Models. KDD (2015)
Jialei Wang, Mladen Kolar, Nathan Srebro
Distributed Multitask Learning. CoRR (2015)
Jialei Wang, Ji Wan, Yongdong Zhang, Steven C. H. Hoi
SOLAR: Scalable Online Learning Algorithms for Ranking. ACL (1) (2015)
Shubhendu Trivedi, Jialei Wang, Samory Kpotufe, Gregory Shakhnarovich
A Consistent Estimator of the Expected Gradient Outerproduct. UAI (2014)
Jialei Wang, Peilin Zhao, Steven C. H. Hoi, Rong Jin
Online Feature Selection and Its Applications. IEEE Trans. Knowl. Data Eng. 26 (3) (2014)
Steven C. H. Hoi, Jialei Wang, Peilin Zhao
LIBOL: a library for online learning algorithms. J. Mach. Learn. Res. 15 (1) (2014)
Peilin Zhao, Steven C. H. Hoi, Jialei Wang, Bin Li
Online Transfer Learning. Artif. Intell. 216 (2014)
Jialei Wang, Peilin Zhao, Steven C. H. Hoi
Cost-Sensitive Online Classification. IEEE Trans. Knowl. Data Eng. 26 (10) (2014)
Jialei Wang, Nathan Srebro, James Evans
Active collaborative permutation learning. KDD (2014)
Steven C. H. Hoi, Jialei Wang, Peilin Zhao, Jinfeng Zhuang, Zhiyong Liu
Large Scale Online Kernel Classification. IJCAI (2013)
Jing Lu, Steven C. H. Hoi, Jialei Wang
Second Order Online Collaborative Filtering. ACML (2013)
Jialei Wang, Steven C. H. Hoi, Peilin Zhao, Zhiyong Liu
Online multi-task collaborative filtering for on-the-fly recommender systems. RecSys (2013)
Peilin Zhao, Jialei Wang, Pengcheng Wu, Rong Jin, Steven C. H. Hoi
Fast Bounded Online Gradient Descent Algorithms for Scalable Kernel-Based Online Learning CoRR (2012)
Steven C. H. Hoi, Jialei Wang, Peilin Zhao
Exact Soft Confidence-Weighted Learning. ICML (2012)
Jialei Wang, Peilin Zhao, Steven C. H. Hoi
Exact Soft Confidence-Weighted Learning CoRR (2012)
Jialei Wang, Peilin Zhao, Steven C. H. Hoi
Cost-Sensitive Online Classification. ICDM (2012)
Steven C. H. Hoi, Jialei Wang, Peilin Zhao, Rong Jin
Online feature selection for mining big data. BigMine (2012)
Steven C. H. Hoi, Jialei Wang, Peilin Zhao, Rong Jin, Pengcheng Wu
Fast Bounded Online Gradient Descent Algorithms for Scalable Kernel-Based Online Learning. ICML (2012)
Jialei Wang, Jinfeng Zhuang, Steven C. H. Hoi
Unsupervised Multiple Kernel Learning. ACML (2011)