Zijian Guo

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 35

Top Topics

Multivariate Time Series

Reinforcement Learning

Fault Diagnosis

Top Venues

IEEE Trans. Instrum. Meas.

J. Mach. Learn. Res.

Publications

Longlong Jing, Ruichi Yu, Xu Chen, Zhengli Zhao, Shiwei Sheng, Colin Graber, Qi Chen, Qinru Li, Shangxuan Wu, Han Deng, Sangjin Lee, Chris Sweeney, Qiurui He, Wei-Chih Hung, Tong He, Xingyi Zhou, Farshid Moussavi, Zijian Guo, Yin Zhou, Mingxing Tan, Weilong Yang, Congcong Li
STT: Stateful Tracking with Transformers for Autonomous Driving. CoRR (2024)
Zijian Guo, Weichao Zhou, Wenchao Li
Temporal Logic Specification-Conditioned Decision Transformer for Offline Safe Reinforcement Learning. CoRR (2024)
Zijian Guo, Hongzi Fei, Bingxin Liu, Yun-peng Cao
Sparse Representation Based on MCKD and Periodic Dictionary for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 73 (2024)
Zijian Guo, Xintao Liu
How artificial intelligence cooperating with agent-based modeling for urban studies: A systematic review. Trans. GIS 28 (3) (2024)
Yucheng Xu, Nanbo Li, Arushi Goel, Zonghai Yao, Zijian Guo, Hamidreza Kasaei, Mohammadreza Kasaei, Zhibin Li
TiV-ODE: A Neural ODE-based Approach for Controllable Video Generation From Text-Image Pairs. ICRA (2024)
Zijian Guo, Zhuoyi Zhou, Jiahui Pan, Yan Liang
Engagement Recognition in Online Learning Based on an Improved Video Vision Transformer. IJCNN (2023)
Yucheng Xu, Nanbo Li, Arushi Goel, Zijian Guo, Zonghai Yao, Hamidreza Kasaei, Mohammadreze Kasaei, Zhibin Li
Controllable Video Generation by Learning the Underlying Dynamical System with Neural ODE. CoRR (2023)
Zuxin Liu, Zijian Guo, Yihang Yao, Zhepeng Cen, Wenhao Yu, Tingnan Zhang, Ding Zhao
Constrained Decision Transformer for Offline Safe Reinforcement Learning. CoRR (2023)
Zuxin Liu, Zijian Guo, Zhepeng Cen, Huan Zhang, Jie Tan, Bo Li, Ding Zhao
On the Robustness of Safe Reinforcement Learning under Observational Perturbations. ICLR (2023)
Zijian Guo, Siwei Li, Jie Yang, Ge Song, Mengfan Teng
A Cloud Identification Method Based on Spectral and Textural Characteristics of Oxygen A Band in TROPOMI Imagery. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zicheng Xia, Tao Feng, Zijian Guo, Ying Jiang, Wenyuan Wang
Research on safety and efficiency warranted vessel scheduling in unidirectional multi-junction waterways of port waters. Comput. Ind. Eng. 180 (2023)
Zhenyu Wang, Peter Bühlmann, Zijian Guo
Distributionally Robust Machine Learning with Multi-source Data. CoRR (2023)
Zuxin Liu, Zijian Guo, Yihang Yao, Zhepeng Cen, Wenhao Yu, Tingnan Zhang, Ding Zhao
Constrained Decision Transformer for Offline Safe Reinforcement Learning. ICML (2023)
Xin Xiong, Zijian Guo, Tianxi Cai
Distributionally Robust Transfer Learning. CoRR (2023)
Zuxin Liu, Zijian Guo, Haohong Lin, Yihang Yao, Jiacheng Zhu, Zhepeng Cen, Hanjiang Hu, Wenhao Yu, Tingnan Zhang, Jie Tan, Ding Zhao
Datasets and Benchmarks for Offline Safe Reinforcement Learning. CoRR (2023)
Zuxin Liu, Zijian Guo, Zhepeng Cen, Huan Zhang, Yihang Yao, Hanjiang Hu, Ding Zhao
Towards Robust and Safe Reinforcement Learning with Benign Off-policy Data. ICML (2023)
Zijian Guo, Xintao Liu, Pengxiang Zhao
A Vector Field Approach to Estimating Environmental Exposure Using Human Activity Data. ISPRS Int. J. Geo Inf. 11 (2) (2022)
Zuxin Liu, Zijian Guo, Zhepeng Cen, Huan Zhang, Jie Tan, Bo Li, Ding Zhao
On the Robustness of Safe Reinforcement Learning under Observational Perturbations. CoRR (2022)
Xuan Wang, Harrison G. Zhang, Xin Xiong, Chuan Hong, Griffin M. Weber, Gabriel A. Brat, Clara-Lea Bonzel, Yuan Luo, Rui Duan, Nathan P. Palmer, Meghan R. Hutch, Alba Gutiérrez-Sacristán, Riccardo Bellazzi, Luca Chiovato, Kelly Cho, Arianna Dagliati, Hossein Estiri, Noelia García-Barrio, Romain Griffier, David A. Hanauer, Yuk-Lam Ho, John H. Holmes, Mark S. Keller, Jeffrey G. Klann, Sehi L'Yi, Sara Lozano-Zahonero, Sarah Maidlow, Adeline Makoudjou, Alberto Malovini, Bertrand Moal, Jason H. Moore, Michele Morris, Danielle L. Mowery, Shawn N. Murphy, Antoine Neuraz, Kee Yuan Ngiam, Gilbert S. Omenn, Lav P. Patel, Miguel Pedrera-Jiménez, Andrea Prunotto, Malarkodi J. Samayamuthu, Fernando J. Sanz Vidorreta, Emily Schriver, Petra Schubert, Pablo Serrano-Balazote, Andrew M. South, Amelia L. M. Tan, Byorn W. L. Tan, Valentina Tibollo, Patric Tippmann, Shyam Visweswaran, Zongqi Xia, William Yuan, Daniela Zöller, Isaac S. Kohane, Paul Avillach, Zijian Guo, Tianxi Cai
SurvMaximin: Robust federated approach to transporting survival risk prediction models. J. Biomed. Informatics 134 (2022)
Genting Mai, Zijian Guo, Yicong She, Hongni Wang, Yan Liang
Video-Based Emotion Recognition in the Wild for Online Education Systems. PRICAI (3) (2022)
Huabin Qin, Mingliang Liu, Jian Wang, Zijian Guo, Junbo Liu
Adaptive diagnosis of DC motors using R-WDCNN classifiers based on VMD-SVD. Appl. Intell. 51 (7) (2021)
Zijian Guo, Prabrisha Rakshit, Daniel S. Herman, Jinbo Chen
Inference for the Case Probability in High-dimensional Logistic Regression. J. Mach. Learn. Res. 22 (2021)
Zijian Guo, Mingliang Liu, Yunxia Wang, Huabin Qin
A New Fault Diagnosis Classifier for Rolling Bearing United Multi-Scale Permutation Entropy Optimize VMD and Cuckoo Search SVM. IEEE Access 8 (2020)
Weicong Kong, Kun Men, Zijian Guo, Zhao Yang Dong, Rui Zhang, Youwei Jia
Automatic Online Partial Discharge Diagnosis via Deep Learning. ISGT (2020)
Zijian Guo, Yiming Wan, Hao Ye
An Unsupervised Fault-Detection Method for Railway Turnouts. IEEE Trans. Instrum. Meas. 69 (11) (2020)
Zijian Guo, Hao Ye, Ming Jiang, Xinya Sun
An enhanced fault detection method for railway turnouts incorporating prior faulty information. ITSC (2020)
Jianping Shang, Wenyuan Wang, Yun Peng, Qi Tian, Ying Tang, Zijian Guo
Simulation research on the influence of special ships on waterway through capacity for a complex waterway system: a case study for the Port of Meizhou Bay. Simul. 96 (4) (2020)
Zijian Guo, Yiming Wan, Hao Ye
A data imputation method for multivariate time series based on generative adversarial network. Neurocomputing 360 (2019)
Zijian Guo, Mingliang Liu, Huabin Qin, Bing Li
Mechanical Fault Diagnosis of a DC Motor Utilizing United Variational Mode Decomposition, SampEn, and Random Forest-SPRINT Algorithm Classifiers. Entropy 21 (5) (2019)
Xuhui Yu, Guolei Tang, Zijian Guo, Xiangqun Song
Effects of block lengths and stacking policies on overall performance at non-transshipment container terminals. Simul. 95 (9) (2019)
Bing Li, Mingliang Liu, Zijian Guo, Yamin Ji
Application of EWT and PSO-SVM in Fault Diagnosis of HV Circuit Breakers. CSPS (3) (2018)
Bing Li, Mingliang Liu, Zijian Guo, Yamin Ji
Mechanical Fault Diagnosis of High Voltage Circuit Breakers Utilizing EWT-Improved Time Frequency Entropy and Optimal GRNN Classifier. Entropy 20 (6) (2018)
Zijian Guo, Hao Ye, Wei Dong, Xiang Yan, Yindong Ji
A Fault Detection Method for Railway Point Machine Operations Based On Stacked Autoencoders. ICAC (2018)
Jiyang Gao, Zijian Guo, Zhen Li, Ram Nevatia
Knowledge Concentration: Learning 100K Object Classifiers in a Single CNN. CoRR (2017)
Zijian Guo, Dylan S. Small
Control Function Instrumental Variable Estimation of Nonlinear Causal Effect Models. J. Mach. Learn. Res. 17 (2016)
Guolei Tang, Wenyuan Wang, Zijian Guo, Xuhui Yu, Bingchang Wang
Simulation-based optimization for generating the dimensions of a dredged coastal entrance channel. Simul. 90 (9) (2014)
Zijian Guo, Wenyuan Wang, Guolei Tang, Jun Huang
A recursive model for static empty container allocation. Frontiers Comput. Sci. China 5 (4) (2011)
Guolei Tang, Xiangqun Song, Zijian Guo, Wenyuan Wang, Ningning Li
The application of variable fuzzy sets theory in coastal waterway selection. FSKD (2010)
Guolei Tang, Zijian Guo, Xiangqun Song, Wenyuan Wang, Ningning Li
Dynamic robustness analysis of container marine transportation network using improved ACO approach. IWACI (2010)
Jun Huang, Zijian Guo, Xiangqun Song
An Efficient Immune Algorithm for Container Marine Transport. ICNC (6) (2008)
Boxin Fu, Xiangqun Song, Zijian Guo, Peng Zhang
An optimization model for container transportation network with ACO approach. IEEE Congress on Evolutionary Computation (2007)