Zhihua Zhang

ORCID

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 209

Top Venues

Publications

Weijian Luo, Hao Jiang, Tianyang Hu, Jiacheng Sun, Zhenguo Li, Zhihua Zhang
Training Energy-Based Models with Diffusion Contrastive Divergences. CoRR (2023)
Xiang Li, Wenhao Yang, Jiadong Liang, Zhihua Zhang, Michael I. Jordan
A Statistical Analysis of Polyak-Ruppert Averaged Q-Learning. AISTATS (2023)
Lei Sun, Gongming Wang, Zhihua Zhang
SimCH: simulation of single-cell RNA sequencing data by modeling cellular heterogeneity at gene expression level. Briefings Bioinform. 24 (1) (2023)
Weijian Luo, Tianyang Hu, Shifeng Zhang, Jiacheng Sun, Zhenguo Li, Zhihua Zhang
Diff-Instruct: A Universal Approach for Transferring Knowledge From Pre-trained Diffusion Models. NeurIPS (2023)
Yuzhuo Wang, Haitao Liu, Haojie Yuan, Zhihua Zhang
Comprehensive evaluation of software system reliability based on component-based generalized G-O models. PeerJ Comput. Sci. 9 (2023)
Boya Zhang, Weijian Luo, Zhihua Zhang
Purify++: Improving Diffusion-Purification with Advanced Diffusion Models and Control of Randomness. CoRR (2023)
Boya Zhang, Weijian Luo, Zhihua Zhang
Enhancing Adversarial Robustness via Score-Based Optimization. CoRR (2023)
Liangyu Zhang, Yang Peng, Wenhao Yang, Zhihua Zhang
Semi-Infinitely Constrained Markov Decision Processes and Efficient Reinforcement Learning. CoRR (2023)
Zhihua Zhang, Xin Wang, Daren Lyu
Estimation of Moist Atmospheric Profiles from Refraction and Attenuation Measurements by Using Centimeter and Millimeter Wave Links between LEO Satellites. Remote. Sens. 15 (2) (2023)
Zhihua Zhang, Yuyang Sang
Bidirectional quantum teleportation in multi-hop communication network. Quantum Inf. Process. 22 (5) (2023)
Weijian Luo, Boya Zhang, Zhihua Zhang
Entropy-based Training Methods for Scalable Neural Implicit Sampler. CoRR (2023)
Boya Zhang, Weijian Luo, Zhihua Zhang
Enhancing Adversarial Robustness via Score-Based Optimization. NeurIPS (2023)
Luqi Zhang, Zhihua Zhang, Jiuyan Zhang, Xin Qiao, Zhenchao Zhang, Bisheng Yang, Zhen Dong
Object-based 3D building change detection using point-level change indicators. Int. J. Appl. Earth Obs. Geoinformation 118 (2023)
Gaoyi Lin, Zhihua Zhang, Zhanqi Cui
Widget Hierarchy Graph Guided Crash Reproduction Method for Android Applications (S). SEKE (2023)
Weijian Luo, Tianyang Hu, Shifeng Zhang, Jiacheng Sun, Zhenguo Li, Zhihua Zhang
Diff-Instruct: A Universal Approach for Transferring Knowledge From Pre-trained Diffusion Models. CoRR (2023)
Jiadong Liang, Yuze Han, Xiang Li, Zhihua Zhang
Complete Asymptotic Analysis for Projected Stochastic Approximation and Debiased Variants. Allerton (2023)
Hao Cheng, Meng Zhang, Weixuan Wang, Liangyou Li, Qun Liu, Zhihua Zhang
Evaluating the Efficacy of Length-Controllable Machine Translation. CoRR (2023)
Haiyun Guo, Huayu Yang, Guojing Yuan, Zhihui Zhu, Kexin Zhang, Xueqing Zhang, Xiaoyan Lu, Jianghui Zhang, Jun Du, Haiyan Shi, Guifang Jin, Jiahu Hao, Ying Sun, Puyu Su, Zhihua Zhang
Effectiveness of information and communication technology(ICT) for addictive behaviors: An umbrella review of systematic reviews and meta-analysis of randomized controlled trials. Comput. Hum. Behav. 147 (2023)
Dachao Lin, Yuze Han, Haishan Ye, Zhihua Zhang
Stochastic Distributed Optimization under Average Second-order Similarity: Algorithms and Analysis. CoRR (2023)
Haishan Ye, Dachao Lin, Xiangyu Chang, Zhihua Zhang
Towards explicit superlinear convergence rate for SR1. Math. Program. 199 (1) (2023)
Dachao Lin, Yuze Han, Haishan Ye, Zhihua Zhang
Stochastic Distributed Optimization under Average Second-order Similarity: Algorithms and Analysis. NeurIPS (2023)
Xiaohan Zhang, Chong Shi, Yidan Si, Husi Letu, Ling Wang, Chenqian Tang, Na Xu, Xianqiang He, Shuai Yin, Zhihua Zhang, Lin Chen
Remote Sensing of Aerosols and Water-Leaving Radiance from Chinese FY-3/MERSI Based on a Simultaneous Method. Remote. Sens. 15 (24) (2023)
Liangyu Zhang, Yang Peng, Jiadong Liang, Wenhao Yang, Zhihua Zhang
Estimation and Inference in Distributional Reinforcement Learning. CoRR (2023)
Wenhao Yang, Han Wang, Tadashi Kozuno, Scott M. Jordan, Zhihua Zhang
Avoiding Model Estimation in Robust Markov Decision Processes with a Generative Model. CoRR (2023)
Yuhang Zhang, Yue Liu, Zhihua Zhang
Constructing Synthetic Treatment Groups without the Mean Exchangeability Assumption. CoRR (2023)
Shiyun Lin, Zhihua Zhang
Principal-Agent Problem with Third Party: Information Design from Social Planner's Perspective. CoRR (2023)
Luqi Zhang, Zhihua Zhang, Jiuyan Zhang, Xin Qiao, Zhenchao Zhang, Bisheng Yang, Zhen Dong
Corrigendum to "Object-based 3D building change detection using point-level change indicators" [Int. J. Appl. Earth Observ. Geoinf. 118 (2023) 103293]. Int. J. Appl. Earth Obs. Geoinformation 120 (2023)
Hao Cheng, Meng Zhang, Liangyou Li, Qun Liu, Zhihua Zhang
End-to-end Training and Decoding for Pivot-based Cascaded Translation Model. CoRR (2023)
Zhihua Zhang
High-Dimensional Periodic Framelet with Only One Symmetric Generator. Symmetry 15 (10) (2023)
Chuhan Xie, Wenhao Yang, Zhihua Zhang
Semiparametrically Efficient Off-Policy Evaluation in Linear Markov Decision Processes. ICML (2023)
Weijian Luo, Boya Zhang, Zhihua Zhang
Entropy-based Training Methods for Scalable Neural Implicit Samplers. NeurIPS (2023)
Liangyu Zhang, Yang Peng, Wenhao Yang, Zhihua Zhang
Semi-infinitely Constrained Markov Decision Processes. NeurIPS (2022)
Hao Cheng, Zhihua Zhang
MR-P: A Parallel Decoding Algorithm for Iterative Refinement Non-Autoregressive Translation. ACL (Findings) (2022)
Dongdong Feng, Zhihua Zhang, Kun Yan
A Semantic Segmentation Method for Remote Sensing Images Based on the Swin Transformer Fusion Gabor Filter. IEEE Access 10 (2022)
Hao Jin, Yang Peng, Wenhao Yang, Shusen Wang, Zhihua Zhang
Federated Reinforcement Learning with Environment Heterogeneity. AISTATS (2022)
Dachao Lin, Ruoyu Sun, Zhihua Zhang
On the landscape of one-hidden-layer sparse networks and beyond. Artif. Intell. 309 (2022)
Kun Chen, Dachao Lin, Zhihua Zhang
Global Convergence Analysis of Deep Linear Networks with A One-neuron Layer. CoRR (2022)
Zequan Hou, Zhihua Zhang, Yizhao Wang, Jiandong Duan, Wanying Yan, Wenchao Lu
A Single-Phase High-Impedance Ground Faulty Feeder Detection Method for Small Resistance to Ground Systems Based on Current-Voltage Phase Difference. Sensors 22 (12) (2022)
Xiang Li, Jiadong Liang, Xiangyu Chang, Zhihua Zhang
Statistical Estimation and Online Inference via Local SGD. COLT (2022)
Hao Cheng, Zhihua Zhang
Con-NAT: Contrastive Non-autoregressive Neural Machine Translation. EMNLP (Findings) (2022)
Yimin Huang, Yujun Li, Hanrong Ye, Zhenguo Li, Zhihua Zhang
Improving Model Training with Multi-fidelity Hyperparameter Evaluation. MLSys (2022)
Dachao Lin, Zhihua Zhang
On the Convergence of Policy in Unregularized Policy Mirror Descent. CoRR (2022)
Chuhan Xie, Zhihua Zhang
A Statistical Online Inference Approach in Averaged Stochastic Approximation. NeurIPS (2022)
Zhihua Zhang, Hao Wang, Kun Wang, Yilong Zhao
Contribution Mechanism and Impact Analysis of AC System at the Diode Natural Commutation and Conduction Stage During Bipolar Short-Circuit Fault for Single-Terminal VSC-Based DC Distribution Networks. IEEE Access 10 (2022)
Zhihua Zhang, Toshiyuki Yamamoto, Koji Nakajima
Development of Education Curriculum in the Data Science Area for a Liberal Arts University. WCCE (2022)
Yizheng Hu, Zhihua Zhang
Sparse Adversarial Attack in Multi-agent Reinforcement Learning. CoRR (2022)
Miao Lu, Wenhao Yang, Liangyu Zhang, Zhihua Zhang
Statistical Estimation of Confounded Linear MDPs: An Instrumental Variable Approach. CoRR (2022)
Jiadong Liang, Yuze Han, Xiang Li, Zhihua Zhang
Asymptotic Behaviors of Projected Stochastic Approximation: A Jump Diffusion Perspective. NeurIPS (2022)
Shiyun Lin, Yuze Han, Xiang Li, Zhihua Zhang
Personalized Federated Learning towards Communication Efficiency, Robustness and Fairness. NeurIPS (2022)
Kun Chen, Dachao Lin, Zhihua Zhang
On Non-local Convergence Analysis of Deep Linear Networks. ICML (2022)
Dachao Lin, Haishan Ye, Zhihua Zhang
Explicit Convergence Rates of Greedy and Random Quasi-Newton Methods. J. Mach. Learn. Res. 23 (2022)
Zhihua Zhang, Difeng Wang, Yinhe Cheng, Fang Gong
Long-Term Changes and Factors That Influence Changes in Thermal Discharge from Nuclear Power Plants in Daya Bay, China. Remote. Sens. 14 (3) (2022)
Bingxiang Xu, Xiaoli Li, Xiaomeng Gao, Yan Jia, Jing Liu, Feifei Li, Zhihua Zhang
DeNOPA: decoding nucleosome positions sensitively with sparse ATAC-seq data. Briefings Bioinform. 23 (1) (2022)
Zhihua Zhang
Frequency domain of weakly translation invariant frame MRAs. Int. J. Wavelets Multiresolution Inf. Process. 20 (4) (2022)
Hao Jin, Yang Peng, Wenhao Yang, Shusen Wang, Zhihua Zhang
Federated Reinforcement Learning with Environment Heterogeneity. CoRR (2022)
Luo Luo, Guangzeng Xie, Tong Zhang, Zhihua Zhang
Near Optimal Stochastic Algorithms for Finite-Sum Unbalanced Convex-Concave Minimax Optimization. CoRR (2021)
Xiang Li, Zhihua Zhang
Delayed Projection Techniques for Linearly Constrained Problems: Convergence Rates, Acceleration, and Applications. CoRR (2021)
Wenhao Yang, Zhihua Zhang
Non-asymptotic Performances of Robust Markov Decision Processes. CoRR (2021)
Xiang Li, Wenhao Yang, Zhihua Zhang, Michael I. Jordan
Polyak-Ruppert Averaged Q-Leaning is Statistically Efficient. CoRR (2021)
Kun Yan, Zhihua Zhang
Automated Asphalt Highway Pavement Crack Detection Based on Deformable Single Shot Multi-Box Detector Under a Complex Environment. IEEE Access 9 (2021)
Atsushi Miyaji, Tomokazu Matsui, Zhihua Zhang, Hyuckjin Choi, Manato Fujimoto, Keiichi Yasumoto
Analysis on Nursing Care Activity Related Stress Level for Reduction of Caregiving Workload. ICPP Workshops (2021)
Yuekai Zhao, Li Dong, Yelong Shen, Zhihua Zhang, Furu Wei, Weizhu Chen
Memory-Efficient Differentiable Transformer Architecture Search. ACL/IJCNLP (Findings) (2021)
Xiang Li, Shusen Wang, Kun Chen, Zhihua Zhang
Communication-Efficient Distributed SVD via Local Power Iterations. ICML (2021)
Pingping Bing, Wei Liu, Zhihua Zhang
DeepCEDNet: An Efficient Deep Convolutional Encoder-Decoder Networks for ECG Signal Enhancement. IEEE Access 9 (2021)
Haishan Ye, Dachao Lin, Zhihua Zhang
Greedy and Random Broyden's Methods with Explicit Superlinear Convergence Rates in Nonlinear Equations. CoRR (2021)
Dachao Lin, Haishan Ye, Zhihua Zhang
Greedy and Random Quasi-Newton Methods with Faster Explicit Superlinear Convergence. NeurIPS (2021)
Yuze Han, Guangzeng Xie, Zhihua Zhang
Lower Complexity Bounds of Finite-Sum Optimization Problems: The Results and Construction. CoRR (2021)
Dachao Lin, Ruoyu Sun, Zhihua Zhang
Faster Directional Convergence of Linear Neural Networks under Spherically Symmetric Data. NeurIPS (2021)
Guangzeng Xie, Hao Jin, Dachao Lin, Zhihua Zhang
Meta-Regularization: An Approach to Adaptive Choice of the Learning Rate in Gradient Descent. CoRR (2021)
Jianguo Niu, Lawrence E. Flynn, Trevor Beck, Zhihua Zhang, Eric Beach
Retrievals From Suomi NPP Ozone Mapping and Profiler Suite. IEEE Trans. Geosci. Remote. Sens. 59 (1) (2021)
Yuekai Zhao, Shuchang Zhou, Zhihua Zhang
Multi-split Reversible Transformers Can Enhance Neural Machine Translation. EACL (2021)
Xiang Li, Jiadong Liang, Xiangyu Chang, Zhihua Zhang
Statistical Estimation and Inference via Local SGD in Federated Learning. CoRR (2021)
Xiao Guo, Xiang Li, Xiangyu Chang, Shusen Wang, Zhihua Zhang
Privacy-Preserving Distributed SVD via Federated Power. CoRR (2021)
Haishan Ye, Luo Luo, Zhihua Zhang
Accelerated Proximal Subsampled Newton Method. IEEE Trans. Neural Networks Learn. Syst. 32 (10) (2021)
Zhihua Zhang, Juliana Miehle, Yuki Matsuda, Manato Fujimoto, Yutaka Arakawa, Keiichi Yasumoto, Wolfgang Minker
Exploring the Impacts of Elaborateness and Indirectness in a Behavior Change Support System. IEEE Access 9 (2021)
Haishan Ye, Luo Luo, Zhihua Zhang
Approximate Newton Methods. J. Mach. Learn. Res. 22 (2021)
Guangzeng Xie, Yuze Han, Zhihua Zhang
DIPPA: An improved Method for Bilinear Saddle Point Problems. CoRR (2021)
Yuekai Zhao, Li Dong, Yelong Shen, Zhihua Zhang, Furu Wei, Weizhu Chen
Memory-Efficient Differentiable Transformer Architecture Search. CoRR (2021)
Dachao Lin, Zhihua Zhang
Directional Convergence Analysis under Spherically Symmetric Distribution. CoRR (2021)
Zhihua Zhang, Yuki Matsuda, Manato Fujimoto, Yutaka Arakawa, Keiichi Yasumoto
Embedding Additional Behaviors into Users' Daily Routines for Improving Users' Awareness of Self-Health Condition. BCSS@PERSUASIVE (2020)
Dachao Lin, Peiqin Sun, Guangzeng Xie, Shuchang Zhou, Zhihua Zhang
Optimal Quantization for Batch Normalization in Neural Network Deployments and Beyond. CoRR (2020)
Xiang Li, Shusen Wang, Zhihua Zhang
Do Subsampled Newton Methods Work for High-Dimensional Data? AAAI (2020)
Xiang Li, Kaixuan Huang, Wenhao Yang, Shusen Wang, Zhihua Zhang
On the Convergence of FedAvg on Non-IID Data. ICLR (2020)
Zhihua Zhang, Thomas Leifeld, Ping Zhang
Reconstructibility Analysis and Observer Design for Boolean Control Networks. IEEE Trans. Control. Netw. Syst. 7 (1) (2020)
Wenhao Yang, Xiang Li, Guangzeng Xie, Zhihua Zhang
Finding the Near Optimal Policy via Adaptive Reduced Regularization in MDPs. CoRR (2020)
Zhihua Zhang, Zeqi Qu, Jie Yang
Optimal Harmonic Measuring Device Placement in Distribution Networks in Consideration of Topology Changes. IEEE Access 8 (2020)
Zhihua Zhang, Yongmin Mu
Fault Localization Based on Hybrid Genetic Simulated Annealing Algorithm. J. Comput. Inf. Technol. 28 (2) (2020)
Chao Tian, Yifei Wang, Hao Cheng, Yijiang Lian, Zhihua Zhang
Train Once, and Decode As You Like. COLING (2020)
Pingping Bing, Wei Liu, Zhong Wang, Zhihua Zhang
Noise Reduction in ECG Signal Using an Effective Hybrid Scheme. IEEE Access 8 (2020)
Mengqing Wang, Zhihua Zhang, Jialei Liu, Li Duan, Chunhong Liu
Deep Unsupervised Workload Sequence Anomaly Detection with Fusion of Spatial and Temporal Features in the Cloud. CLOUD (2020)
Zengguo Sun, Zhihua Zhang, Yuli Chen, Shigang Liu, Yunjing Song
Frost Filtering Algorithm of SAR Images With Adaptive Windowing and Adaptive Tuning Factor. IEEE Geosci. Remote. Sens. Lett. 17 (6) (2020)
Dachao Lin, Ruoyu Sun, Zhihua Zhang
Landscape of Sparse Linear Network: A Brief Investigation. CoRR (2020)
Yimin Huang, Yujun Li, Zhenguo Li, Zhihua Zhang
An Asymptotically Optimal Multi-Armed Bandit Algorithm and Hyperparameter Optimization. CoRR (2020)
Yuekai Zhao, Haoran Zhang, Shuchang Zhou, Zhihua Zhang
Active Learning Approaches to Enhancing Neural Machine Translation: An Empirical Study. EMNLP (Findings) (2020)
Cheng Chen, Ming Gu, Zhihua Zhang, Weinan Zhang, Yong Yu
Efficient Spectrum-Revealing CUR Matrix Decomposition. AISTATS (2020)
Xiang Li, Shusen Wang, Kun Chen, Zhihua Zhang
Communication-Efficient Distributed SVD via Local Power Iterations. CoRR (2020)
Zhihua Zhang, Kun Wang, Qianpeng Zhao, Yongtao Tian, Lianghuan Li
Positive Sequence Current Phase-Based Improved Reverse-Power Protection and a PV Hosting Capacity Assessment Method for Spot Networks. IEEE Access 8 (2020)
Wei Liu, Wei Chen, Zhihua Zhang
A Novel Fault Diagnosis Approach for Rolling Bearing Based on High-Order Synchrosqueezing Transform and Detrended Fluctuation Analysis. IEEE Access 8 (2020)
Junfeng Liu, Ziyang An, Jianjun Luo, Jing Li, Feifei Li, Zhihua Zhang
Episo: quantitative estimation of RNA 5-methylcytosine at isoform level by high-throughput sequencing of RNA treated with bisulfite. Bioinform. 36 (7) (2020)
Zhihua Zhang, Thomas Leifeld, Ping Zhang
Reduced-Order Observer Design for Boolean Control Networks. IEEE Trans. Autom. Control. 65 (1) (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Zhihua Zhang