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@article{DBLP:journals/sensors/ChenDSWZZL24,
author = {Yanping Chen and
Chong Deng and
Qiang Sun and
Zhize Wu and
Le Zou and
Guanhong Zhang and
Wenbo Li},
title = {Lightweight Detection Methods for Insulator Self-Explosion Defects},
journal = {Sensors},
volume = {24},
number = {1},
pages = {290},
year = {2024}
}
@article{DBLP:journals/simods/ZhaoBLR24,
author = {Haoyu Zhao and
Konstantin Burlachenko and
Zhize Li and
Peter Richt{\'{a}}rik},
title = {Faster Rates for Compressed Federated Learning with Client-Variance
Reduction},
journal = {{SIAM} J. Math. Data Sci.},
volume = {6},
number = {1},
pages = {154--175},
year = {2024}
}
@inproceedings{DBLP:conf/acmturc/XingLWGLS024,
author = {Jiaqi Xing and
Kaixuan Li and
Yuheng Wu and
Zhizezhang Gao and
Xingyu Liu and
Xia Sun and
Jun Feng},
title = {Convolution Attentive Knowledge Tracing with comprehensive behavioral
features},
booktitle = {{ACM} {TUR-C}},
publisher = {{ACM}},
year = {2024}
}
@inproceedings{DBLP:conf/aistats/ChenLC24,
author = {Sijin Chen and
Zhize Li and
Yuejie Chi},
title = {Escaping Saddle Points in Heterogeneous Federated Learning via Distributed
{SGD} with Communication Compression},
booktitle = {{AISTATS}},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {2701--2709},
publisher = {{PMLR}},
year = {2024}
}
@inproceedings{DBLP:conf/gecco/ZhaoLWBT024,
author = {Rui Zhao and
Tianyu Liang and
Zhize Wu and
Daan van den Berg and
Matthias Th{\"{u}}rer and
Thomas Weise},
title = {Randomized Local Search on the 2D Rectangular Bin Packing Problem
with Item Rotation},
booktitle = {{GECCO} Companion},
pages = {235--238},
publisher = {{ACM}},
year = {2024}
}
@article{DBLP:journals/corr/abs-2401-16173,
author = {Qing Shuai and
Zhiyuan Yu and
Zhize Zhou and
Lixin Fan and
Haijun Yang and
Can Yang and
Xiaowei Zhou},
title = {Reconstructing Close Human Interactions from Multiple Views},
journal = {CoRR},
volume = {abs/2401.16173},
year = {2024}
}
@article{DBLP:journals/ijfs/DongDMLLY23,
author = {Dianbiao Dong and
Zhize Du and
Jinchan Min and
Runtian Lu and
Junmin Liu and
Dengxiu Yu},
title = {Fuzzy Dual-Hunting Control Based on Auction Algorithm},
journal = {Int. J. Fuzzy Syst.},
volume = {25},
number = {7},
pages = {2816--2827},
year = {2023}
}
@article{DBLP:journals/isci/SunWLC23,
author = {Zhize Sun and
Lijie Wang and
Yang Liu and
Liang Cao},
title = {RESO-based distributed bipartite tracking control for stochastic MASs
with actuator nonlinearity},
journal = {Inf. Sci.},
volume = {633},
pages = {226--244},
year = {2023}
}
@article{DBLP:journals/pr/SunLSGKF23,
author = {Xia Sun and
Bo Li and
Richard F. E. Sutcliffe and
Zhizezhang Gao and
Wenying Kang and
Jun Feng},
title = {Wse-MF: {A} weighting-based student exercise matrix factorization
model},
journal = {Pattern Recognit.},
volume = {138},
pages = {109285},
year = {2023}
}
@article{DBLP:journals/sensors/ZouWWZLW23,
author = {Le Zou and
Kai Wang and
Xiaofeng Wang and
Jie Zhang and
Rui Li and
Zhize Wu},
title = {Automatic Recognition Reading Method of Pointer Meter Based on YOLOv5-MR
Model},
journal = {Sensors},
volume = {23},
number = {14},
pages = {6644},
year = {2023}
}
@article{DBLP:journals/tec/0001WLCL23,
author = {Thomas Weise and
Zhize Wu and
Xinlu Li and
Yan Chen and
J{\"{o}}rg L{\"{a}}ssig},
title = {Frequency Fitness Assignment: Optimization Without Bias for Good Solutions
Can Be Efficient},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {27},
number = {4},
pages = {980--992},
year = {2023}
}
@article{DBLP:journals/titb/MaWGGZL23,
author = {Yuliang Ma and
Liping Wu and
Yunyuan Gao and
Farong Gao and
Jianhai Zhang and
Zhizeng Luo},
title = {ULFAC-Net: Ultra-Lightweight Fully Asymmetric Convolutional Network
for Skin Lesion Segmentation},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {27},
number = {6},
pages = {2886--2897},
year = {2023}
}
@article{DBLP:journals/tog/ShuaiYZFYYZ23,
author = {Qing Shuai and
Zhiyuan Yu and
Zhize Zhou and
Lixin Fan and
Haijun Yang and
Can Yang and
Xiaowei Zhou},
title = {Reconstructing Close Human Interactions from Multiple Views},
journal = {{ACM} Trans. Graph.},
volume = {42},
number = {6},
pages = {273:1--273:14},
year = {2023}
}
@inproceedings{DBLP:conf/networking/HanWHWCLYSY23,
author = {Dongqi Han and
Shangdong Wang and
Zhize He and
Zhiliang Wang and
Wenqi Chen and
Chenglong Li and
Jiahai Yang and
Xingang Shi and
Xia Yin},
title = {Cutting Onions With Others' Hands: {A} First Measurement of Tor Proxies
in the Wild},
booktitle = {{IFIP} Networking},
pages = {1--9},
publisher = {{IEEE}},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-19059,
author = {Sijin Chen and
Zhize Li and
Yuejie Chi},
title = {Escaping Saddle Points in Heterogeneous Federated Learning via Distributed
{SGD} with Communication Compression},
journal = {CoRR},
volume = {abs/2310.19059},
year = {2023}
}
@article{DBLP:journals/iandc/LiLH22,
author = {Zhize Li and
Jian Li and
Hongwei Huo},
title = {Optimal in-place suffix sorting},
journal = {Inf. Comput.},
volume = {285},
number = {Part},
pages = {104818},
year = {2022}
}
@article{DBLP:journals/ijon/XuZLWCWT22,
author = {Lixiang Xu and
Biao Zhou and
Xinlu Li and
Zhize Wu and
Yan Chen and
Xiaofeng Wang and
Yuanyan Tang},
title = {Gaussian process image classification based on multi-layer convolution
kernel function},
journal = {Neurocomputing},
volume = {480},
pages = {99--109},
year = {2022}
}
@article{DBLP:journals/ijon/ZouWHWSW22,
author = {Le Zou and
Thomas Weise and
Qian{-}Jing Huang and
Zhize Wu and
Liang{-}Tu Song and
Xiao{-}Feng Wang},
title = {Distance regularization energy terms in level set image segment model:
{A} survey},
journal = {Neurocomputing},
volume = {491},
pages = {244--260},
year = {2022}
}
@article{DBLP:journals/jmlr/Li022,
author = {Zhize Li and
Jian Li},
title = {Simple and Optimal Stochastic Gradient Methods for Nonsmooth Nonconvex
Optimization},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {239:1--239:61},
year = {2022}
}
@article{DBLP:journals/remotesensing/XiongLZL22,
author = {Biao Xiong and
Dengke Li and
Zhize Zhou and
Fashuai Li},
title = {Fast Registration of Terrestrial LiDAR Point Clouds Based on Gaussian-Weighting
Projected Image Matching},
journal = {Remote. Sens.},
volume = {14},
number = {6},
pages = {1466},
year = {2022}
}
@article{DBLP:journals/simods/LiLC22,
author = {Boyue Li and
Zhize Li and
Yuejie Chi},
title = {{DESTRESS:} Computation-Optimal and Communication-Efficient Decentralized
Nonconvex Finite-Sum Optimization},
journal = {{SIAM} J. Math. Data Sci.},
volume = {4},
number = {3},
pages = {1031--1051},
year = {2022}
}
@article{DBLP:journals/tits/LiZXCLEVHCK22,
author = {Fashuai Li and
Zhize Zhou and
Jianhua Xiao and
Ruizhi Chen and
Matti Lehtom{\"{a}}ki and
Sander Oude Elberink and
George Vosselman and
Juha Hyypp{\"{a}} and
Yuwei Chen and
Antero Kukko},
title = {Instance-Aware Semantic Segmentation of Road Furniture in Mobile Laser
Scanning Data},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {23},
number = {10},
pages = {17516--17529},
year = {2022}
}
@inproceedings{DBLP:conf/icassp/LiangZLZB22,
author = {Sen Liang and
Zhize Zhou and
Rong Li and
Juyong Zhang and
Hujun Bao},
title = {TalkingFlow: Talking Facial Landmark Generation with Multi-Scale Normalizing
Flow Network},
booktitle = {{ICASSP}},
pages = {4628--4632},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/icic/LiuWW22,
author = {Zhiyang Liu and
Thomas Weise and
Zhize Wu},
title = {Detection of Personal Protective Equipment in Factories: {A} Survey
and Benchmark Dataset},
booktitle = {{ICIC} {(3)}},
series = {Lecture Notes in Computer Science},
volume = {13395},
pages = {448--459},
publisher = {Springer},
year = {2022}
}
@inproceedings{DBLP:conf/icml/Richtarik0GFLG22,
author = {Peter Richt{\'{a}}rik and
Igor Sokolov and
Elnur Gasanov and
Ilyas Fatkhullin and
Zhize Li and
Eduard Gorbunov},
title = {3PC: Three Point Compressors for Communication-Efficient Distributed
Training and a Better Theory for Lazy Aggregation},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {18596--18648},
publisher = {{PMLR}},
year = {2022}
}
@inproceedings{DBLP:conf/ijcai/LinPZZ22,
author = {Haotong Lin and
Sida Peng and
Zhize Zhou and
Xiaowei Zhou},
title = {Learning to Estimate Object Poses without Real Image Annotations},
booktitle = {{IJCAI}},
pages = {1159--1165},
publisher = {ijcai.org},
year = {2022}
}
@inproceedings{DBLP:conf/nips/HuangLSZ22,
author = {Lingxiao Huang and
Zhize Li and
Jialin Sun and
Haoyu Zhao},
title = {Coresets for Vertical Federated Learning: Regularized Linear Regression
and {\textdollar}K{\textdollar}-Means Clustering},
booktitle = {NeurIPS},
year = {2022}
}
@inproceedings{DBLP:conf/nips/LiZLC22,
author = {Zhize Li and
Haoyu Zhao and
Boyue Li and
Yuejie Chi},
title = {SoteriaFL: {A} Unified Framework for Private Federated Learning with
Communication Compression},
booktitle = {NeurIPS},
year = {2022}
}
@inproceedings{DBLP:conf/nips/ZhaoLLRC22,
author = {Haoyu Zhao and
Boyue Li and
Zhize Li and
Peter Richt{\'{a}}rik and
Yuejie Chi},
title = {{BEER:} Fast {\textdollar}O(1/T){\textdollar} Rate for Decentralized
Nonconvex Optimization with Communication Compression},
booktitle = {NeurIPS},
year = {2022}
}
@inproceedings{DBLP:conf/siggraph/ZhouSWFJLBZ22,
author = {Zhize Zhou and
Qing Shuai and
Yize Wang and
Qi Fang and
Xiaopeng Ji and
Fashuai Li and
Hujun Bao and
Xiaowei Zhou},
title = {QuickPose: Real-time Multi-view Multi-person Pose Estimation in Crowded
Scenes},
booktitle = {{SIGGRAPH} (Conference Paper Track)},
pages = {45:1--45:9},
publisher = {{ACM}},
year = {2022}
}
@inproceedings{DBLP:conf/ssci/LiangWLBW22,
author = {Tianyu Liang and
Zhize Wu and
J{\"{o}}rg L{\"{a}}ssig and
Daan van den Berg and
Thomas Weise},
title = {Solving the Traveling Salesperson Problem using Frequency Fitness
Assignment},
booktitle = {{SSCI}},
pages = {360--367},
publisher = {{IEEE}},
year = {2022}
}
@article{DBLP:journals/corr/abs-2201-13320,
author = {Haoyu Zhao and
Boyue Li and
Zhize Li and
Peter Richt{\'{a}}rik and
Yuejie Chi},
title = {{BEER:} Fast {O(1/T)} Rate for Decentralized Nonconvex Optimization
with Communication Compression},
journal = {CoRR},
volume = {abs/2201.13320},
year = {2022}
}
@article{DBLP:journals/corr/abs-2202-00998,
author = {Peter Richt{\'{a}}rik and
Igor Sokolov and
Ilyas Fatkhullin and
Elnur Gasanov and
Zhize Li and
Eduard Gorbunov},
title = {3PC: Three Point Compressors for Communication-Efficient Distributed
Training and a Better Theory for Lazy Aggregation},
journal = {CoRR},
volume = {abs/2202.00998},
year = {2022}
}
@article{DBLP:journals/corr/abs-2202-11878,
author = {Zhize Wu and
Huan{-}Yi Li and
Xiaofeng Wang and
Zi{-}Jun Wu and
Le Zou and
Lixiang Xu and
Ming Tan},
title = {New Benchmark for Household Garbage Image Recognition},
journal = {CoRR},
volume = {abs/2202.11878},
year = {2022}
}
@article{DBLP:journals/corr/abs-2206-09888,
author = {Zhize Li and
Haoyu Zhao and
Boyue Li and
Yuejie Chi},
title = {SoteriaFL: {A} Unified Framework for Private Federated Learning with
Communication Compression},
journal = {CoRR},
volume = {abs/2206.09888},
year = {2022}
}
@article{DBLP:journals/corr/abs-2208-10025,
author = {Zhize Li and
Jian Li},
title = {Simple and Optimal Stochastic Gradient Methods for Nonsmooth Nonconvex
Optimization},
journal = {CoRR},
volume = {abs/2208.10025},
year = {2022}
}
@article{DBLP:journals/corr/abs-2210-14664,
author = {Lingxiao Huang and
Zhize Li and
Jialin Sun and
Haoyu Zhao},
title = {Coresets for Vertical Federated Learning: Regularized Linear Regression
and K-Means Clustering},
journal = {CoRR},
volume = {abs/2210.14664},
year = {2022}
}
@article{DBLP:journals/asc/WuWZXLW21,
author = {Zhize Wu and
Xiao{-}Feng Wang and
Le Zou and
Li{-}Xiang Xu and
Xinlu Li and
Thomas Weise},
title = {Hierarchical object detection for very high-resolution satellite images},
journal = {Appl. Soft Comput.},
volume = {113},
number = {Part},
pages = {107885},
year = {2021}
}
@article{DBLP:journals/ijon/ZouSWWHDW21,
author = {Le Zou and
Liang{-}Tu Song and
Thomas Weise and
Xiao{-}Feng Wang and
Qian{-}Jing Huang and
Rui Deng and
Zhize Wu},
title = {A survey on regional level set image segmentation models based on
the energy functional similarity measure},
journal = {Neurocomputing},
volume = {452},
pages = {606--622},
year = {2021}
}
@article{DBLP:journals/pr/XuC0LWNCT21,
author = {Lixiang Xu and
Lixin Cui and
Thomas Weise and
Xinlu Li and
Zhize Wu and
Feiping Nie and
Enhong Chen and
Yuanyan Tang},
title = {Semi-supervised multi-Layer convolution kernel learning in credit
evaluation},
journal = {Pattern Recognit.},
volume = {120},
pages = {108125},
year = {2021}
}
@article{DBLP:journals/sensors/LiLJX21,
author = {Wenguo Li and
Zhizeng Luo and
Yan Jin and
Xugang Xi},
title = {Gesture Recognition Based on Multiscale Singular Value Entropy and
Deep Belief Network},
journal = {Sensors},
volume = {21},
number = {1},
pages = {119},
year = {2021}
}
@article{DBLP:journals/staeors/LiuZDZS21,
author = {Shengjie Liu and
Zhize Zhou and
Huaxiang Ding and
Yuanjun Zhong and
Qian Shi},
title = {Crop Mapping Using Sentinel Full-Year Dual-Polarized {SAR} Data and
a CPU-Optimized Convolutional Neural Network With Two Sampling Strategies},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {14},
pages = {7017--7031},
year = {2021}
}
@article{DBLP:journals/tec/0001WLC21,
author = {Thomas Weise and
Zhize Wu and
Xinlu Li and
Yan Chen},
title = {Frequency Fitness Assignment: Making Optimization Algorithms Invariant
Under Bijective Transformations of the Objective Function Value},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {25},
number = {2},
pages = {307--319},
year = {2021}
}
@inproceedings{DBLP:conf/gecco/0001LCW21,
author = {Thomas Weise and
Xinlu Li and
Yan Chen and
Zhize Wu},
title = {Solving job shop scheduling problems without using a bias for good
solutions},
booktitle = {{GECCO} Companion},
pages = {1459--1466},
publisher = {{ACM}},
year = {2021}
}
@inproceedings{DBLP:conf/icic/ZouHWSW21,
author = {Le Zou and
Qian{-}Jing Huang and
Zhize Wu and
Liang{-}Tu Song and
Xiao{-}Feng Wang},
title = {A Robust Distance Regularized Potential Function for Level Set Image
Segmentation},
booktitle = {{ICIC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {12836},
pages = {547--556},
publisher = {Springer},
year = {2021}
}
@inproceedings{DBLP:conf/icml/GorbunovBLR21,
author = {Eduard Gorbunov and
Konstantin Burlachenko and
Zhize Li and
Peter Richt{\'{a}}rik},
title = {{MARINA:} Faster Non-Convex Distributed Learning with Compression},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3788--3798},
publisher = {{PMLR}},
year = {2021}
}
@inproceedings{DBLP:conf/icml/LiB0R21,
author = {Zhize Li and
Hongyan Bao and
Xiangliang Zhang and
Peter Richt{\'{a}}rik},
title = {{PAGE:} {A} Simple and Optimal Probabilistic Gradient Estimator for
Nonconvex Optimization},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6286--6295},
publisher = {{PMLR}},
year = {2021}
}
@inproceedings{DBLP:conf/nips/LiR21,
author = {Zhize Li and
Peter Richt{\'{a}}rik},
title = {{CANITA:} Faster Rates for Distributed Convex Optimization with Communication
Compression},
booktitle = {NeurIPS},
pages = {13770--13781},
year = {2021}
}
@article{DBLP:journals/corr/abs-2102-07845,
author = {Eduard Gorbunov and
Konstantin Burlachenko and
Zhize Li and
Peter Richt{\'{a}}rik},
title = {{MARINA:} Faster Non-Convex Distributed Learning with Compression},
journal = {CoRR},
volume = {abs/2102.07845},
year = {2021}
}
@article{DBLP:journals/corr/abs-2103-01447,
author = {Zhize Li and
Peter Richt{\'{a}}rik},
title = {ZeroSARAH: Efficient Nonconvex Finite-Sum Optimization with Zero Full
Gradient Computation},
journal = {CoRR},
volume = {abs/2103.01447},
year = {2021}
}
@article{DBLP:journals/corr/abs-2103-11333,
author = {Zhize Li},
title = {{ANITA:} An Optimal Loopless Accelerated Variance-Reduced Gradient
Method},
journal = {CoRR},
volume = {abs/2103.11333},
year = {2021}
}
@article{DBLP:journals/corr/abs-2106-09663,
author = {Zhize Li},
title = {A Short Note of {PAGE:} Optimal Convergence Rates for Nonconvex Optimization},
journal = {CoRR},
volume = {abs/2106.09663},
year = {2021}
}
@article{DBLP:journals/corr/abs-2107-09461,
author = {Zhize Li and
Peter Richt{\'{a}}rik},
title = {{CANITA:} Faster Rates for Distributed Convex Optimization with Communication
Compression},
journal = {CoRR},
volume = {abs/2107.09461},
year = {2021}
}
@article{DBLP:journals/corr/abs-2108-04755,
author = {Haoyu Zhao and
Zhize Li and
Peter Richt{\'{a}}rik},
title = {FedPAGE: {A} Fast Local Stochastic Gradient Method for Communication-Efficient
Federated Learning},
journal = {CoRR},
volume = {abs/2108.04755},
year = {2021}
}
@article{DBLP:journals/corr/abs-2110-01165,
author = {Boyue Li and
Zhize Li and
Yuejie Chi},
title = {{DESTRESS:} Computation-Optimal and Communication-Efficient Decentralized
Nonconvex Finite-Sum Optimization},
journal = {CoRR},
volume = {abs/2110.01165},
year = {2021}
}
@article{DBLP:journals/corr/abs-2110-03294,
author = {Ilyas Fatkhullin and
Igor Sokolov and
Eduard Gorbunov and
Zhize Li and
Peter Richt{\'{a}}rik},
title = {{EF21} with Bells {\&} Whistles: Practical Algorithmic Extensions
of Modern Error Feedback},
journal = {CoRR},
volume = {abs/2110.03294},
year = {2021}
}
@article{DBLP:journals/corr/abs-2112-00229,
author = {Thomas Weise and
Zhize Wu and
Xinlu Li and
Yan Chen and
J{\"{o}}rg L{\"{a}}ssig},
title = {Frequency Fitness Assignment: Optimization without a Bias for Good
Solutions can be Efficient},
journal = {CoRR},
volume = {abs/2112.00229},
year = {2021}
}
@article{DBLP:journals/corr/abs-2112-13097,
author = {Haoyu Zhao and
Konstantin Burlachenko and
Zhize Li and
Peter Richt{\'{a}}rik},
title = {Faster Rates for Compressed Federated Learning with Client-Variance
Reduction},
journal = {CoRR},
volume = {abs/2112.13097},
year = {2021}
}
@article{DBLP:journals/access/LiXXWZSW20,
author = {Xinlu Li and
Mengfei Xu and
Jiabo Xu and
Thomas Weise and
Le Zou and
Fei Sun and
Zhize Wu},
title = {Image Retrieval Using a Deep Attention-Based Hash},
journal = {{IEEE} Access},
volume = {8},
pages = {142229--142242},
year = {2020}
}
@article{DBLP:journals/asc/WeiseCLW20,
author = {Thomas Weise and
Yan Chen and
Xinlu Li and
Zhize Wu},
title = {Selecting a diverse set of benchmark instances from a tunable model
problem for black-box discrete optimization algorithms},
journal = {Appl. Soft Comput.},
volume = {92},
pages = {106269},
year = {2020}
}
@article{DBLP:journals/asc/WuWWTZLC20,
author = {Zhize Wu and
Shouhong Wan and
Xiao{-}Feng Wang and
Ming Tan and
Le Zou and
Xinlu Li and
Yan Chen},
title = {A benchmark data set for aircraft type recognition from remote sensing
images},
journal = {Appl. Soft Comput.},
volume = {89},
pages = {106132},
year = {2020}
}
@article{DBLP:journals/complexity/XiYMZLL20,
author = {Xugang Xi and
Chen Yang and
Seyed M. Miran and
Yun{-}Bo Zhao and
Shuliang Lin and
Zhizeng Luo},
title = {sEMG-MMG State-Space Model for the Continuous Estimation of Multijoint
Angle},
journal = {Complex.},
volume = {2020},
pages = {4503271:1--4503271:12},
year = {2020}
}
@article{DBLP:journals/mbec/SheZLNLZ20,
author = {Qingshan She and
Jie Zou and
Zhizeng Luo and
Thinh Nguyen and
Rihui Li and
Yingchun Zhang},
title = {Multi-class motor imagery {EEG} classification using collaborative
representation-based semi-supervised extreme learning machine},
journal = {Medical Biol. Eng. Comput.},
volume = {58},
number = {9},
pages = {2119--2130},
year = {2020}
}
@inproceedings{DBLP:conf/aistats/Li020,
author = {Zhize Li and
Jian Li},
title = {A Fast Anderson-Chebyshev Acceleration for Nonlinear Optimization},
booktitle = {{AISTATS}},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {1047--1057},
publisher = {{PMLR}},
year = {2020}
}
@inproceedings{DBLP:conf/icic/HuangZWLWC20,
author = {Qian{-}Jing Huang and
Le Zou and
Zhize Wu and
Huan{-}Yi Li and
Xiao{-}Feng Wang and
Yan{-}Ping Chen},
title = {Industrial Smoke Image Segmentation Based on a New Algorithm of Cross-Entropy
Model},
booktitle = {{ICIC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {12463},
pages = {311--322},
publisher = {Springer},
year = {2020}
}
@inproceedings{DBLP:conf/icml/LiKQR20,
author = {Zhize Li and
Dmitry Kovalev and
Xun Qian and
Peter Richt{\'{a}}rik},
title = {Acceleration for Compressed Gradient Descent in Distributed and Federated
Optimization},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5895--5904},
publisher = {{PMLR}},
year = {2020}
}
@inproceedings{DBLP:conf/paap/ChengWWZLW20,
author = {Qian Cheng and
Zhize Wu and
Zi{-}Jun Wu and
Le Zou and
Huan{-}Yi Li and
Xiao{-}Feng Wang},
title = {Household Garbage Classification: {A} Transfer Learning Based Method
and a Benchmark},
booktitle = {{PAAP}},
series = {Communications in Computer and Information Science},
volume = {1362},
pages = {200--211},
publisher = {Springer},
year = {2020}
}
@inproceedings{DBLP:conf/paap/LiuWWZXW20,
author = {Xiao Liu and
Zhize Wu and
Zi{-}Jun Wu and
Le Zou and
Li{-}Xiang Xu and
Xiao{-}Feng Wang},
title = {Lightweight Neural Network Based Garbage Image Classification Using
a Deep Mutual Learning},
booktitle = {{PAAP}},
series = {Communications in Computer and Information Science},
volume = {1362},
pages = {212--223},
publisher = {Springer},
year = {2020}
}
@article{DBLP:journals/corr/abs-2001-01416,
author = {Thomas Weise and
Zhize Wu and
Xinlu Li and
Yan Chen},
title = {Frequency Fitness Assignment: Making Optimization Algorithms Invariant
under Bijective Transformations of the Objective Function},
journal = {CoRR},
volume = {abs/2001.01416},
year = {2020}
}
@article{DBLP:journals/corr/abs-2002-11364,
author = {Zhize Li and
Dmitry Kovalev and
Xun Qian and
Peter Richt{\'{a}}rik},
title = {Acceleration for Compressed Gradient Descent in Distributed and Federated
Optimization},
journal = {CoRR},
volume = {abs/2002.11364},
year = {2020}
}
@article{DBLP:journals/corr/abs-2006-07013,
author = {Zhize Li and
Peter Richt{\'{a}}rik},
title = {A Unified Analysis of Stochastic Gradient Methods for Nonconvex Federated
Optimization},
journal = {CoRR},
volume = {abs/2006.07013},
year = {2020}
}
@article{DBLP:journals/corr/abs-2008-10898,
author = {Zhize Li and
Hongyan Bao and
Xiangliang Zhang and
Peter Richt{\'{a}}rik},
title = {{PAGE:} {A} Simple and Optimal Probabilistic Gradient Estimator for
Nonconvex Optimization},
journal = {CoRR},
volume = {abs/2008.10898},
year = {2020}
}
@article{DBLP:journals/cin/MaCLWWSLZ19,
author = {Yuliang Ma and
Bin Chen and
Rihui Li and
Chushan Wang and
Jun Wang and
Qingshan She and
Zhizeng Luo and
Yingchun Zhang},
title = {Driving Fatigue Detection from {EEG} Using a Modified PCANet Method},
journal = {Comput. Intell. Neurosci.},
volume = {2019},
pages = {4721863:1--4721863:9},
year = {2019}
}
@article{DBLP:journals/ml/LiZCZL19,
author = {Zhize Li and
Tianyi Zhang and
Shuyu Cheng and
Jun Zhu and
Jian Li},
title = {Stochastic gradient Hamiltonian Monte Carlo with variance reduction
for Bayesian inference},
journal = {Mach. Learn.},
volume = {108},
number = {8-9},
pages = {1701--1727},
year = {2019}
}
@inproceedings{DBLP:conf/colt/GeLWW19,
author = {Rong Ge and
Zhize Li and
Weiyao Wang and
Xiang Wang},
title = {Stabilized {SVRG:} Simple Variance Reduction for Nonconvex Optimization},
booktitle = {{COLT}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {1394--1448},
publisher = {{PMLR}},
year = {2019}
}
@inproceedings{DBLP:conf/iclr/GeKLW19,
author = {Rong Ge and
Rohith Kuditipudi and
Zhize Li and
Xiang Wang},
title = {Learning Two-layer Neural Networks with Symmetric Inputs},
booktitle = {{ICLR} (Poster)},
publisher = {OpenReview.net},
year = {2019}
}
@inproceedings{DBLP:conf/ijcai/ShiLL19,
author = {Yu Shi and
Jian Li and
Zhize Li},
title = {Gradient Boosting with Piece-Wise Linear Regression Trees},
booktitle = {{IJCAI}},
pages = {3432--3438},
publisher = {ijcai.org},
year = {2019}
}
@inproceedings{DBLP:conf/nips/LanLZ19,
author = {Guanghui Lan and
Zhize Li and
Yi Zhou},
title = {A unified variance-reduced accelerated gradient method for convex
optimization},
booktitle = {NeurIPS},
pages = {10462--10472},
year = {2019}
}
@inproceedings{DBLP:conf/nips/Li19,
author = {Zhize Li},
title = {{SSRGD:} Simple Stochastic Recursive Gradient Descent for Escaping
Saddle Points},
booktitle = {NeurIPS},
pages = {1521--1531},
year = {2019}
}
@article{DBLP:journals/corr/abs-1904-09265,
author = {Zhize Li},
title = {{SSRGD:} Simple Stochastic Recursive Gradient Descent for Escaping
Saddle Points},
journal = {CoRR},
volume = {abs/1904.09265},
year = {2019}
}
@article{DBLP:journals/corr/abs-1905-00529,
author = {Rong Ge and
Zhize Li and
Weiyao Wang and
Xiang Wang},
title = {Stabilized {SVRG:} Simple Variance Reduction for Nonconvex Optimization},
journal = {CoRR},
volume = {abs/1905.00529},
year = {2019}
}
@article{DBLP:journals/corr/abs-1905-12412,
author = {Guanghui Lan and
Zhize Li and
Yi Zhou},
title = {A unified variance-reduced accelerated gradient method for convex
optimization},
journal = {CoRR},
volume = {abs/1905.12412},
year = {2019}
}
@article{DBLP:journals/access/GanLFL18,
author = {Haitao Gan and
Zhenhua Li and
Yingle Fan and
Zhizeng Luo},
title = {Dual Learning-Based Safe Semi-Supervised Learning},
journal = {{IEEE} Access},
volume = {6},
pages = {2615--2621},
year = {2018}
}
@article{DBLP:journals/eswa/GanLWLH18,
author = {Haitao Gan and
Zhenhua Li and
Wei Wu and
Zhizeng Luo and
Rui Huang},
title = {Safety-aware Graph-based Semi-Supervised Learning},
journal = {Expert Syst. Appl.},
volume = {107},
pages = {243--254},
year = {2018}
}
@inproceedings{DBLP:conf/dcc/LiLH18,
author = {Zhize Li and
Jian Li and
Hongwei Huo},
title = {Optimal In-Place Suffix Sorting},
booktitle = {{DCC}},
pages = {422},
publisher = {{IEEE}},
year = {2018}
}
@inproceedings{DBLP:conf/nips/LiL18,
author = {Zhize Li and
Jian Li},
title = {A Simple Proximal Stochastic Gradient Method for Nonsmooth Nonconvex
Optimization},
booktitle = {NeurIPS},
pages = {5569--5579},
year = {2018}
}
@inproceedings{DBLP:conf/sagt/LiZFL18,
author = {Zhize Li and
Le Zhang and
Zhixuan Fang and
Jian Li},
title = {A Two-Stage Mechanism for Ordinal Peer Assessment},
booktitle = {{SAGT}},
series = {Lecture Notes in Computer Science},
volume = {11059},
pages = {176--188},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/spire/LiLH18,
author = {Zhize Li and
Jian Li and
Hongwei Huo},
title = {Optimal In-Place Suffix Sorting},
booktitle = {{SPIRE}},
series = {Lecture Notes in Computer Science},
volume = {11147},
pages = {268--284},
publisher = {Springer},
year = {2018}
}
@article{DBLP:journals/corr/abs-1802-04477,
author = {Zhize Li and
Jian Li},
title = {A Simple Proximal Stochastic Gradient Method for Nonsmooth Nonconvex
Optimization},
journal = {CoRR},
volume = {abs/1802.04477},
year = {2018}
}
@article{DBLP:journals/corr/abs-1802-05640,
author = {Yu Shi and
Jian Li and
Zhize Li},
title = {Gradient Boosting With Piece-Wise Linear Regression Trees},
journal = {CoRR},
volume = {abs/1802.05640},
year = {2018}
}
@article{DBLP:journals/corr/abs-1803-11159,
author = {Zhize Li and
Tianyi Zhang and
Jian Li},
title = {Stochastic Gradient Hamiltonian Monte Carlo with Variance Reduction
for Bayesian Inference},
journal = {CoRR},
volume = {abs/1803.11159},
year = {2018}
}
@article{DBLP:journals/corr/abs-1809-02341,
author = {Zhize Li and
Jian Li},
title = {An Anderson-Chebyshev Mixing Method for Nonlinear Optimization},
journal = {CoRR},
volume = {abs/1809.02341},
year = {2018}
}
@article{DBLP:journals/corr/abs-1810-04517,
author = {Zhize Li and
Wei Zhang and
Kees Roos},
title = {A Fast Polynomial-time Primal-Dual Projection Algorithm for Linear
Programming},
journal = {CoRR},
volume = {abs/1810.04517},
year = {2018}
}
@article{DBLP:journals/corr/abs-1810-06793,
author = {Rong Ge and
Rohith Kuditipudi and
Zhize Li and
Xiang Wang},
title = {Learning Two-layer Neural Networks with Symmetric Inputs},
journal = {CoRR},
volume = {abs/1810.06793},
year = {2018}
}
@article{DBLP:journals/corr/YangWLLW17,
author = {Zengyin Yang and
Qian Wu and
Zhize Li and
Hewu Li and
Jianping Wu},
title = {Modeling and Routing for Predictable Dynamic Networks},
journal = {CoRR},
volume = {abs/1704.00885},
year = {2017}
}
@article{DBLP:journals/corr/LiLH16a,
author = {Zhize Li and
Jian Li and
Hongwei Huo},
title = {Optimal In-Place Suffix Sorting},
journal = {CoRR},
volume = {abs/1610.08305},
year = {2016}
}
@inproceedings{DBLP:conf/case/LiLFZT15,
author = {Luyang Li and
Yunhui Liu and
Mu Fang and
Zhizeng Zheng and
Hengbo Tang},
title = {Vision-based intelligent forklift Automatic Guided Vehicle {(AGV)}},
booktitle = {{CASE}},
pages = {264--265},
publisher = {{IEEE}},
year = {2015}
}
@inproceedings{DBLP:conf/icig/WuWJY15,
author = {Zhize Wu and
Shouhong Wan and
Peiquan Jin and
Lihua Yue},
title = {Discriminative Feature Learning with Constraints of Category and Temporal
for Action Recognition},
booktitle = {{ICIG} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {9218},
pages = {173--184},
publisher = {Springer},
year = {2015}
}
@inproceedings{DBLP:conf/nips/CaoLTL15,
author = {Wei Cao and
Jian Li and
Yufei Tao and
Zhize Li},
title = {On Top-k Selection in Multi-Armed Bandits and Hidden Bipartite Graphs},
booktitle = {{NIPS}},
pages = {1036--1044},
year = {2015}
}
@inproceedings{DBLP:conf/ecc/WuWYS14,
author = {Zhize Wu and
Shouhong Wan and
Lihua Yue and
Ruoxin Sang},
title = {Discriminative Image Representation for Classification},
booktitle = {{ECC} {(2)}},
series = {Advances in Intelligent Systems and Computing},
volume = {298},
pages = {331--341},
publisher = {Springer},
year = {2014}
}
@inproceedings{DBLP:conf/icic/HuangSSL12,
author = {Zhao{-}Tong Huang and
Xue{-}Yan Song and
Ji{-}Zhou Sun and
Zhi{-}Zeng Li},
title = {Aircraft Landing Scheduling Based on Semantic Agent Negotiation Mechanism},
booktitle = {{ICIC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {7389},
pages = {483--489},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/icic/LiSSH12,
author = {Zhi{-}Zeng Li and
Xue{-}Yan Song and
Ji{-}Zhou Sun and
Zhao{-}Tong Huang},
title = {A Scatter Search Methodology for the Aircraft Conflict Resolution
Problem},
booktitle = {{ICIC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {7389},
pages = {18--24},
publisher = {Springer},
year = {2012}
}
@inproceedings{DBLP:conf/icnc/ZhangL10a,
author = {Zhi{-}zeng Zhang and
Zhong{-}kui Li},
title = {Back analysis on mechanical parameters based on a master-slave parallel
genetic algorithm},
booktitle = {{ICNC}},
pages = {2301--2305},
publisher = {{IEEE}},
year = {2010}
}
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