Zijian Liu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 65

Top Topics

Cancer Treatment

Stochastic Gradient

Top Venues

Math. Comput. Simul.

Commun. Nonlinear Sci. Numer. Simul.

Publications

Han Li, Zijian Liu, Kai Yang, Xiaogang Dong, Wenshan Wang
A pth-order random coefficients mixed binomial autoregressive process with explanatory variables. Comput. Stat. 39 (5) (2024)
Zijian Liu, Zhengyuan Zhou
Revisiting the Last-Iterate Convergence of Stochastic Gradient Methods. ICLR (2024)
Zijian Liu, Zhengyuan Zhou
On the Last-Iterate Convergence of Shuffling Gradient Methods. CoRR (2024)
Zijian Liu, Ping Jiang, Lixin Lin, Xiaoheng Deng
Edge Attention Learning for Efficient Camouflaged Object Detection. ICASSP (2024)
Zijian Liu, Yaning Wang, Yang Luo, Chunbo Luo
Graph-based few-shot incremental learning algorithm for unknown class detection. Appl. Soft Comput. 154 (2024)
Haiqing Zhang, Zijian Liu, Yuanshun Tan, Yu Mu
A stochastic predator-prey eco-epidemiological model with hunting cooperation. Appl. Math. Lett. 157 (2024)
Zijian Liu, Chunbo Luo, Junhan Xie, Yang Luo
A Synchronous Training Hypergraph Neural Network for Power Allocation in Multi-Cell Multi-User Networks. IEEE Wirel. Commun. Lett. 13 (4) (2024)
Junhan Xie, Yang Luo, Haifen Yang, Zijian Liu, Chunbo Luo
A Dynamic Group-Connected Design With True-Time-Delay for Wideband THz Beamforming. IEEE Trans. Veh. Technol. 73 (1) (2024)
Zijian Liu, Weilong Ding, Tao Chen, Maoxiang Sun, Hongmin Cai, Chen Liu
A electricity theft detection method through contrastive learning in smart grid. EURASIP J. Wirel. Commun. Netw. 2023 (1) (2023)
Zijian Liu, Zhengyuan Zhou
Stochastic Nonsmooth Convex Optimization with Heavy-Tailed Noises. CoRR (2023)
Zijian Liu, Zhengyuan Zhou
Revisiting the Last-Iterate Convergence of Stochastic Gradient Methods. CoRR (2023)
Gang Su, Changchun Ding, Sida Li, Zijian Liu, Zheng Gao, Junfeng Song, Shuxu Guo, Min Tao
A Method for Generating True Random Numbers With Multiple Distribution Characteristics. IEEE Access 11 (2023)
Zijian Liu, Ta Duy Nguyen, Thien Hang Nguyen, Alina Ene, Huy Le Nguyen
High Probability Convergence of Stochastic Gradient Methods. CoRR (2023)
Zijian Liu, Zhonghu Luo, Yuanshun Tan, Jianhua Pang, Jing Chen
Mathematical models and dynamic behaviors of cancer treatment by continuous and pulsed radiotherapy. J. Appl. Math. Comput. 69 (2) (2023)
Zijian Liu, Perry Dong, Srikanth Jagabathula, Zhengyuan Zhou
Near-Optimal High-Probability Convergence for Non-Convex Stochastic Optimization with Variance Reduction. CoRR (2023)
Jin Yang, Zhuo Chen, Yuanshun Tan, Zijian Liu, Robert A. Cheke
Threshold dynamics of an age-structured infectious disease model with limited medical resources. Math. Comput. Simul. 214 (2023)
Zijian Liu, Ta Duy Nguyen, Alina Ene, Huy L. Nguyen
: Beyond Convexity, Non-Asymptotic Rate and Acceleration. ICLR (2023)
Maoxiang Sun, Weilong Ding, Tianpu Zhang, Zijian Liu, Mengda Xing, Jihai Huang
STDA-Meta: A Meta-Learning Framework for Few-Shot Traffic Prediction. ICPADS (2023)
Zijian Liu, Ta Duy Nguyen, Thien Hang Nguyen, Alina Ene, Huy Nguyen
High Probability Convergence of Stochastic Gradient Methods. ICML (2023)
Zijian Liu, Michita Imai
Telepresence Chameleon: Improve User Experience of Telepresence Robot With Chameleon Effect. HAI (2023)
Zijian Liu, Jiawei Zhang, Zhengyuan Zhou
Breaking the Lower Bound with (Little) Structure: Acceleration in Non-Convex Stochastic Optimization with Heavy-Tailed Noise. CoRR (2023)
Zhonghu Luo, Zijian Liu, Yuanshun Tan
Stability and Hopf Bifurcation Analysis for an Age-Structured Tumor Immune Model with Time Delay. Int. J. Bifurc. Chaos 33 (7) (2023)
Maoxiang Sun, Weilong Ding, Tianpu Zhang, Zijian Liu, Mengda Xing
STDA-Meta: A Meta-Learning Framework for Few-Shot Traffic Prediction. CoRR (2023)
Qianjun Chen, Zijian Liu, Yuanshun Tan, Jin Yang
Analysis of a stochastic hybrid population model with impulsive perturbations and Allee effect. J. Appl. Math. Comput. 69 (1) (2023)
Zijian Liu, Jiawei Zhang, Zhengyuan Zhou
Breaking the Lower Bound with (Little) Structure: Acceleration in Non-Convex Stochastic Optimization with Heavy-Tailed Noise. COLT (2023)
Zijian Liu, Wende Tian, Bin Liu, Zhe Cui
A novel dynamic distance coding identification method for oil-gas gathering and transportation process. Eng. Appl. Artif. Intell. 121 (2023)
Zijian Liu, Yang Luo, Xitong Pu, Geyong Min, Chunbo Luo
A Multi-Modal Hypergraph Neural Network via Parametric Filtering and Feature Sampling. IEEE Trans. Big Data 9 (5) (2023)
Bing Li, Peng Yang, Hanlin Zhao, Penghui Zhang, Zijian Liu
Hierarchical Sliding Inference Generator for Question-driven Abstractive Answer Summarization. ACM Trans. Inf. Syst. 41 (1) (2023)
Yaning Wang, Zijian Liu, Yang Luo, Chunbo Luo
A transductive learning method to leverage graph structure for few-shot learning. Pattern Recognit. Lett. 159 (2022)
Yi Yang, Zijian Liu, Zhixin Liu, Yuanai Xie, Kit Yan Chan, Xinping Guan
Joint Optimization of Edge Computing Resource Pricing and Wireless Caching for Blockchain-Driven Networks. IEEE Trans. Veh. Technol. 71 (6) (2022)
Likun Guan, Jin Yang, Yuanshun Tan, Zijian Liu, Robert A. Cheke
Bifurcation Analysis of a Tumour-Immune Model with Nonlinear Killing Rate as State-Dependent Feedback Control. Int. J. Bifurc. Chaos 32 (10) (2022)
Zijian Liu, Ta Duy Nguyen, Alina Ene, Huy L. Nguyen
On the Convergence of AdaGrad on $\R^{d}$: Beyond Convexity, Non-Asymptotic Rate and Acceleration. CoRR (2022)
Yi Wu, Delong Zhu, Zijian Liu, Xin Li
An Improved BPNN Algorithm Based on Deep Learning Technology to Analyze the Market Risks of A+H Shares. J. Glob. Inf. Manag. 30 (7) (2022)
Peng Yang, Zijian Liu, Bing Li, Penghui Zhang
Implicit Relation Inference with Deep Path Extraction for Commonsense Question Answering. Neural Process. Lett. 54 (6) (2022)
Zijian Liu, Ta Duy Nguyen, Alina Ene, Huy L. Nguyen
Adaptive Accelerated (Extra-)Gradient Methods with Variance Reduction. CoRR (2022)
Zijian Liu, Ta Duy Nguyen, Alina Ene, Huy L. Nguyen
Adaptive Accelerated (Extra-)Gradient Methods with Variance Reduction. ICML (2022)
Zhixin Liu, Zijian Liu, Yuanai Xie, Kit Yan Chan, Yazhou Yuan, Yi Yang
Power allocation in D2D enabled cellular network with probability constraints: A robust Stackelberg game approach. Ad Hoc Networks 133 (2022)
Zijian Liu, Yang Luo, Yan Xu, Chunbo Luo
A Deep Constrained and Synchronous Training Framework for Hybrid Precoding. IEEE Commun. Lett. 26 (6) (2022)
Zijian Liu, Ta Duy Nguyen, Thien Hang Nguyen, Alina Ene, Huy L. Nguyen
META-STORM: Generalized Fully-Adaptive Variance Reduced SGD for Unbounded Functions. CoRR (2022)
Zijian Liu, Bingfeng Zhang, Cheng Xu, Yuansheng Liu, Jun Zhang
Vision localization method for intelligent vehicles in low-texture environments. CIS (2022)
Zijian Liu, Qinxun Bai, Jose H. Blanchet, Perry Dong, Wei Xu, Zhengqing Zhou, Zhengyuan Zhou
Distributionally Robust Q-Learning. ICML (2022)
Lin Chen, Jin Yang, Yuanshun Tan, Zijian Liu, Robert A. Cheke
Threshold dynamics of a stochastic model of intermittent androgen deprivation therapy for prostate cancer. Commun. Nonlinear Sci. Numer. Simul. 100 (2021)
Yongjun Xu, Zijian Liu, Chongwen Huang, Chau Yuen
Robust Resource Allocation Algorithm for Energy-Harvesting-Based D2D Communication Underlaying UAV-Assisted Networks. IEEE Internet Things J. 8 (23) (2021)
Yongjun Xu, Zijian Liu, Zhaohui Yang, Chongwen Huang
Energy-Efficient Resource Allocation with Imperfect CSI in NOMA-based D2D Networks with SWIPT. WCNC (2021)
Xinxing Chen, Zijian Liu, Jiale Zhu, Kuangen Zhang, Yuquan Leng, Chenglong Fu
Comparison of machine learning regression algorithms for foot placement prediction. M2VIP (2021)
Huan Yang, Yuanshun Tan, Jin Yang, Zijian Liu
Extinction and persistence of a tumor-immune model with white noise and pulsed comprehensive therapy. Math. Comput. Simul. 182 (2021)
Shan He, Xin Sui, Zijian Liu, Min Kang, Dao Zhou, Frede Blaabjerg
Torque Ripple Minimization of a Five-Phase Induction Motor Under Open-Phase Faults Using Symmetrical Components. IEEE Access 8 (2020)
Carmine Tommaso Recchiuto, Luna Gava, Lucrezia Grassi, Alberto Grillo, Marta Lagomarsino, Davide Lanza, Zijian Liu, Chris Papadopoulos, Irena Papadopoulos, Antonello Scalmato, Antonio Sgorbissa
Cloud Services for Culture Aware Conversation: Socially Assistive Robots and Virtual Assistants. UR (2020)
Kunpeng Zhang, Zijian Liu, Liang Zheng
Short-Term Prediction of Passenger Demand in Multi-Zone Level: Temporal Convolutional Neural Network With Multi-Task Learning. IEEE Trans. Intell. Transp. Syst. 21 (4) (2020)
Kunpeng Zhang, Liang Zheng, Zijian Liu, Ning Jia
A deep learning based multitask model for network-wide traffic speed prediction. Neurocomputing 396 (2020)
Zijian Liu, Chunbo Luo, Shuai Li
Adaptive fractional order graph neural network. CoRR (2020)
Huan Wang, Guotai Wang, Zijian Liu, Shaoting Zhang
Global and Local Multi-scale Feature Fusion Enhancement for Brain Tumor Segmentation and Pancreas Segmentation. BrainLes@MICCAI (1) (2019)
Zijian Liu, Zaiping Nie
Subspace-Based Variational Born Iterative Method for Solving Inverse Scattering Problems. IEEE Geosci. Remote. Sens. Lett. 16 (7) (2019)
Zijian Liu
A New Scheme Based on Born Iterative Method for Solving Inverse Scattering Problems With Noise Disturbance. IEEE Geosci. Remote. Sens. Lett. 16 (7) (2019)
Huan Qin, Yi Guo, Zijian Liu, Yu Liu, Haolong Zhong
Shape optimization of automotive body frame using an improved genetic algorithm optimizer. Adv. Eng. Softw. 121 (2018)
Zaiping Nie, Zijian Liu, Xiangyang Sun
A Multirelay Cooperation Method for Wireless Transmission of MWD and LWD Signals. IEEE Trans. Geosci. Remote. Sens. 56 (3) (2018)
Zijian Liu, Jing Chen, Jianhua Pang, Ping Bi, Shigui Ruan
Modeling and Analysis of a Nonlinear Age-Structured Model for Tumor Cell Populations with Quiescence. J. Nonlinear Sci. 28 (5) (2018)
Huan Qin, Zijian Liu, Yu Liu, Haolong Zhong
An object-oriented MATLAB toolbox for automotive body conceptual design using distributed parallel optimization. Adv. Eng. Softw. 106 (2017)
Fang Dong, Pengcheng Zhou, Zijian Liu, Dian Shen, Zhuqing Xu, Junzhou Luo
Towards a fast and secure design for enterprise-oriented cloud storage systems. Concurr. Comput. Pract. Exp. 29 (19) (2017)
Ping Bi, Zijian Liu, Mutei Damaris Muthoni, Jianhua Pang
The Dynamical Behaviors for a Class of Immunogenic Tumor Model with Delay. Comput. Math. Methods Medicine 2017 (2017)
Chenxue Yang, Mao Ye, Song Tang, Tao Xiang, Zijian Liu
Semi-supervised low-rank representation for image classification. Signal Image Video Process. 11 (1) (2017)
Jianhua Pang, Yuqian Zhao, Fengchao Lu, Zijian Liu, Ping Bi
Global analysis of a dengue fever model with quarantine. ICNC-FSKD (2017)
Zijian Liu, Fang Dong, Junxue Zhang, Pengcheng Zhou, Zhuqing Xu, Junzhou Luo
A client-side directory prefetching mechanism for GlusterFS. SMC (2016)
Zijian Liu, Chenxue Yang
A mathematical model of cancer treatment by radiotherapy followed by chemotherapy. Math. Comput. Simul. 124 (2016)
Jingbo Chen, Zijian Liu
Robust variance control for a class of nonlinear discrete systems with uncertainties and time-delay. ICCAIS (2015)
Zijian Liu, Shouming Zhong, Xiaoyun Liu
Permanence and periodic solutions for an impulsive reaction-diffusion food-chain system with ratio-dependent functional response. Commun. Nonlinear Sci. Numer. Simul. 19 (1) (2014)
Zijian Liu, Chenxue Yang
A Mathematical Model of Cancer Treatment by Radiotherapy. Comput. Math. Methods Medicine 2014 (2014)
Lanbo Liu, Zijian Liu, Hao Xie, Benjamin Barrowes, Amvrossios C. Bagtzoglou
Numerical simulation of UWB impulse radar vital sign detection at an earthquake disaster site. Ad Hoc Networks 13 (2014)
Zijian Liu, Lanbo Liu, Yuan Xu, Lihong Victory Wang
Transcranial Thermoacoustic Tomography: A Comparison of Two Imaging Algorithms. IEEE Trans. Medical Imaging 32 (2) (2013)
Chenxue Yang, Mao Ye, Zijian Liu
An Impulsive Periodic Single-Species Logistic System with Diffusion. J. Appl. Math. 2013 (2013)
Zijian Liu, Shouming Zhong, Zhidong Teng, Long Zhang
Permanence and global attractivity of an impulsive ratio-dependent predator-prey system in a patchy environment. Appl. Math. Comput. 219 (18) (2013)
Zijian Liu, Lei Xu
A Detective Tool against SQL Injection Attacks Based on Static Analysis and Dynamic Monitor. IEEE WISA (2013)
Shaohua Long, Shouming Zhong, Zijian Liu
Stochastic admissibility for a class of singular Markovian jump systems with mode-dependent time delays. Appl. Math. Comput. 219 (8) (2012)
Shaohua Long, Shouming Zhong, Zijian Liu
filtering for a class of singular Markovian jump systems with time-varying delay. Signal Process. 92 (11) (2012)
Chun Yin, Shouming Zhong, Xiaoyun Liu, Zijian Liu
Novel Delay-Dependent Stabilization Criterion for Lur'e Systems with Sector-Restricted Nonlinearities and External Disturbances via PD Feedback Approach. J. Optim. Theory Appl. 151 (1) (2011)
Lanbo Liu, Zijian Liu, Benjamin E. Barrowes
Through-Wall Bio-Radiolocation With UWB Impulse Radar: Observation, Simulation and Signal Extraction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4 (4) (2011)
Zijian Liu, Shouming Zhong, Chun Yin, Wufan Chen
Permanence, extinction and periodic solutions in a mathematical model of cell populations affected by periodic radiation. Appl. Math. Lett. 24 (10) (2011)
Lanbo Liu, Hao Xie, Zijian Liu, Amvrossios C. Bagtzoglou, Benjamin Barrowes, Antonio M. Vincitore
Numerical simulation of UWB impulse radar vital signal detection at an earthquake disaster site. ACWR (2011)
Zijian Liu, Shouming Zhong, Xiaoyun Liu
Permanence and periodic solutions for an impulsive reaction-diffusion food-chain system with holling type III functional response. J. Frankl. Inst. 348 (2) (2011)
Zijian Liu, Shouming Zhong
Permanence and extinction analysis for a delayed periodic predator-prey system with Holling type II response function and diffusion. Appl. Math. Comput. 216 (10) (2010)
Yinxue Zhang, Zhenhong Jia, Haijun Jiang, Zijian Liu
Image Restoration Based on Robust Error Function and Particle Swarm Optimization-BP Neural Network. ICNC (7) (2008)