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2020 – today
- 2024
[j15]Dongbo Zhong, Zhiyong Cui
, Yufei Xie:
Performance Limit: Fuzzy Logic Based Anti-Collision Algorithm for Industrial Internet of Things Applications. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 32(4): 625-648 (2024)- [j14]Dongbo Zhong, Qi Xi, Faiz Ul Islam, Zhiyong Cui, Yufei Xie:
An efficient key tag missing identification protocol for multiple regions in the Industrial Internet of Things. Phys. Commun. 66: 102409 (2024) - [j13]Haicheng Liao, Yongkang Li, Zhenning Li, Chengyue Wang, Zhiyong Cui, Shengbo Eben Li, Chengzhong Xu:
A Cognitive-Based Trajectory Prediction Approach for Autonomous Driving. IEEE Trans. Intell. Veh. 9(4): 4632-4643 (2024) - [c16]Haicheng Liao, Yongkang Li, Zhenning Li, Chengyue Wang, Guofa Li, Chunlin Tian, Zilin Bian, Kaiqun Zhu, Zhiyong Cui, Jia Hu:
Less is More: Efficient Brain-Inspired Learning for Autonomous Driving Trajectory Prediction. ECAI 2024: 4361-4368 - [c15]Haicheng Liao, Zhenning Li, Chengyue Wang, Bonan Wang, Hanlin Kong, Yanchen Guan, Guofa Li, Zhiyong Cui:
A Cognitive-Driven Trajectory Prediction Model for Autonomous Driving in Mixed Autonomy Environments. IJCAI 2024: 5936-5944 - [c14]Lening Wang, Yilong Ren, Han Jiang, Pinlong Cai, Daocheng Fu, Tianqi Wang, Zhiyong Cui, Haiyang Yu, Xuesong Wang, Hanchu Zhou, Helai Huang, Yinhai Wang:
AccidentGPT: A V2X Environmental Perception Multi-modal Large Model for Accident Analysis and Prevention. IV 2024: 472-477 - [i24]Shuang Li, Ziyuan Pu, Zhiyong Cui, Seunghyeon Lee, Xiucheng Guo, Dong Ngoduy:
Inferring Heterogeneous Treatment Effects of Crashes on Highway Traffic: A Doubly Robust Causal Machine Learning Approach. CoRR abs/2401.00781 (2024) - [i23]Haicheng Liao, Yongkang Li, Zhenning Li, Chengyue Wang, Zhiyong Cui, Shengbo Eben Li, Chengzhong Xu:
A Cognitive-Based Trajectory Prediction Approach for Autonomous Driving. CoRR abs/2402.19251 (2024) - [i22]Yilong Ren, Yue Chen, Shuai Liu, Boyue Wang, Haiyang Yu, Zhiyong Cui:
TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language Models. CoRR abs/2403.02221 (2024) - [i21]Haicheng Liao, Zhenning Li, Chengyue Wang, Bonan Wang, Hanlin Kong, Yanchen Guan, Guofa Li, Zhiyong Cui, Chengzhong Xu:
A Cognitive-Driven Trajectory Prediction Model for Autonomous Driving in Mixed Autonomy Environment. CoRR abs/2404.17520 (2024) - [i20]Zhengxing Lan, Hongbo Li, Lingshan Liu, Bo Fan, Yisheng Lv, Yilong Ren, Zhiyong Cui:
Traj-LLM: A New Exploration for Empowering Trajectory Prediction with Pre-trained Large Language Models. CoRR abs/2405.04909 (2024) - [i19]Lening Wang, Wenzhao Zheng, Yilong Ren, Han Jiang, Zhiyong Cui, Haiyang Yu, Jiwen Lu:
OccSora: 4D Occupancy Generation Models as World Simulators for Autonomous Driving. CoRR abs/2405.20337 (2024) - [i18]Haicheng Liao, Yongkang Li, Zhenning Li, Chengyue Wang, Chunlin Tian, Yuming Huang, Zilin Bian, Kaiqun Zhu, Guofa Li, Ziyuan Pu, Jia Hu, Zhiyong Cui, Chengzhong Xu:
Less is More: Efficient Brain-Inspired Learning for Autonomous Driving Trajectory Prediction. CoRR abs/2407.07020 (2024) - [i17]Kemou Jiang, Xuan Cai, Zhiyong Cui, Aoyong Li, Yilong Ren, Haiyang Yu, Hao Yang, Daocheng Fu, Licheng Wen, Pinlong Cai:
KoMA: Knowledge-driven Multi-agent Framework for Autonomous Driving with Large Language Models. CoRR abs/2407.14239 (2024) - [i16]Haicheng Liao, Yongkang Li, Chengyue Wang, Songning Lai, Zhenning Li, Zilin Bian, Jaeyoung Lee, Zhiyong Cui, Guohui Zhang, ChengZhong Xu:
Real-time Accident Anticipation for Autonomous Driving Through Monocular Depth-Enhanced 3D Modeling. CoRR abs/2409.01256 (2024) - [i15]Xuan Cai, Zhiyong Cui, Xuesong Bai, Ruimin Ke, Zhenshu Ma, Haiyang Yu, Yilong Ren:
VCAT: Vulnerability-aware and Curiosity-driven Adversarial Training for Enhancing Autonomous Vehicle Robustness. CoRR abs/2409.12997 (2024) - 2023
- [j12]Shuo Wang, Qianmu Li, Zhiyong Cui, Jun Hou, Chanying Huang:
Bandit-based data poisoning attack against federated learning for autonomous driving models. Expert Syst. Appl. 227: 120295 (2023) - [j11]Haoyang Yan, Zhiyong Cui, Xinqiang Chen, Xiaolei Ma:
Distributed Multiagent Deep Reinforcement Learning for Multiline Dynamic Bus Timetable Optimization. IEEE Trans. Ind. Informatics 19(1): 469-479 (2023) - [j10]Ruimin Ke, Zhiyong Cui, Yanlong Chen, Meixin Zhu, Hao (Frank) Yang, Yifan Zhuang, Yinhai Wang:
Lightweight Edge Intelligence Empowered Near-Crash Detection Towards Real-Time Vehicle Event Logging. IEEE Trans. Intell. Veh. 8(4): 2737-2747 (2023) - [i14]Lening Wang, Yilong Ren, Han Jiang, Pinlong Cai, Daocheng Fu, Tianqi Wang, Zhiyong Cui, Haiyang Yu, Xuesong Wang, Hanchu Zhou, Helai Huang, Yinhai Wang:
AccidentGPT: Accident Analysis and Prevention from V2X Environmental Perception with Multi-modal Large Model. CoRR abs/2312.13156 (2023) - 2022
- [j9]Hao (Frank) Yang, Ruimin Ke, Zhiyong Cui, Yinhai Wang, Karthik Murthy:
Toward a real-time Smart Parking Data Management and Prediction (SPDMP) system by attributes representation learning. Int. J. Intell. Syst. 37(8): 4437-4470 (2022) - [j8]Ziyuan Pu, Zhiyong Cui, Jinjun Tang, Shuo Wang, Yinhai Wang:
Multimodal Traffic Speed Monitoring: A Real-Time System Based on Passive Wi-Fi and Bluetooth Sensing Technology. IEEE Internet Things J. 9(14): 12413-12424 (2022) - [j7]Ziyuan Pu, Chenglong Liu, Xianming Shi, Zhiyong Cui, Yinhai Wang:
Road surface friction prediction using long short-term memory neural network based on historical data. J. Intell. Transp. Syst. 26(1): 34-45 (2022) - [c13]Xuehan Zhou, Ruimin Ke, Zhiyong Cui, Qiang Liu, Wenxing Qian:
STFL: Spatio-temporal Federated Learning for Vehicle Trajectory Prediction. DTPI 2022: 1-6 - [c12]Yujie Li, Haoyang Yan, Zhiyong Cui, Xiaolei Ma:
Unveiling the Influential Factors for Public Transportation Incentives Using Adaptive Stacking Extreme Gradient Boosting. ITSC 2022: 3103-3110 - [c11]Meng-Ju Tsai, Zhiyong Cui, Chenxi Liu, Hao Yang, Yinhai Wang:
An Incremental Learning-based Framework for Non-stationary Traffic Representations Clustering and Forecasting. ITSC 2022: 3237-3242 - [c10]Shuyi Yin, Zhiyong Cui, Yinhai Wang:
Reinforcement Learning for Curbside Space Management with Infrastructure Autonomy and Mixed Vehicle Connectivity. ITSC 2022: 3276-3282 - [i13]Meng-Ju Tsai, Zhiyong Cui, Hao (Frank) Yang, Yinhai Wang:
Traffic-Twitter Transformer: A Nature Language Processing-joined Framework For Network-wide Traffic Forecasting. CoRR abs/2206.11078 (2022) - 2021
- [j6]Ziyuan Pu, Meixin Zhu, Wenxiang Li, Zhiyong Cui, Xiaoyu Guo, Yinhai Wang:
Monitoring Public Transit Ridership Flow by Passively Sensing Wi-Fi and Bluetooth Mobile Devices. IEEE Internet Things J. 8(1): 474-486 (2021) - [j5]Xiaolei Ma, Houyue Zhong, Yi Li, Junyan Ma, Zhiyong Cui, Yinhai Wang:
Forecasting Transportation Network Speed Using Deep Capsule Networks With Nested LSTM Models. IEEE Trans. Intell. Transp. Syst. 22(8): 4813-4824 (2021) - [j4]Jinlei Zhang, Feng Chen, Zhiyong Cui, Yinan Guo, Yadi Zhu:
Deep Learning Architecture for Short-Term Passenger Flow Forecasting in Urban Rail Transit. IEEE Trans. Intell. Transp. Syst. 22(11): 7004-7014 (2021) - [c9]Meng-Ju Tsai, Hsiu-Yuan Chen, Zhiyong Cui, Yinhai Wang:
Multivariate Long And Short Term LSTM-Based Network for Traffic Forecasting Under Interference: Experiments During COVID-19. ITSC 2021: 2169-2174 - 2020
- [j3]Zhiyong Cui, Kristian Henrickson, Ruimin Ke, Yinhai Wang:
Traffic Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting. IEEE Trans. Intell. Transp. Syst. 21(11): 4883-4894 (2020) - [c8]Shuyi Yin, Jiahui Wang, Zhiyong Cui, Yinhai Wang:
Attention-Enabled Network-level Traffic Speed Prediction. ISC2 2020: 1-8 - [i12]Zhiyong Cui, Ruimin Ke, Ziyuan Pu, Yinhai Wang:
Stacked Bidirectional and Unidirectional LSTM Recurrent Neural Network for Forecasting Network-wide Traffic State with Missing Values. CoRR abs/2005.11627 (2020) - [i11]Ruimin Ke, Zhiyong Cui, Yanlong Chen, Meixin Zhu, Yinhai Wang:
IoT System for Real-Time Near-Crash Detection for Automated Vehicle Testing. CoRR abs/2008.00549 (2020)
2010 – 2019
- 2019
- [i10]Ruimin Ke, Wan Li, Zhiyong Cui, Yinhai Wang:
Two-Stream Multi-Channel Convolutional Neural Network (TM-CNN) for Multi-Lane Traffic Speed Prediction Considering Traffic Volume Impact. CoRR abs/1903.01678 (2019) - [i9]Ziyuan Pu, Zhiyong Cui, Shuo Wang, Qianmu Li, Yinhai Wang:
Time-Aware Gated Recurrent Unit Networks for Road Surface Friction Prediction Using Historical Data. CoRR abs/1911.00605 (2019) - [i8]Ziyuan Pu, Meixin Zhu, Zhiyong Cui, Yinhai Wang:
Mining Public Transit Ridership Flow and Origin-Destination Information from Wi-Fi and Bluetooth Sensing Data. CoRR abs/1911.01282 (2019) - [i7]Ziyuan Pu, Shuo Wang, Chenglong Liu, Zhiyong Cui, Yinhai Wang:
Road Surface Friction Prediction Using Long Short-Term Memory Neural Network Based on Historical Data. CoRR abs/1911.02372 (2019) - [i6]Meixin Zhu, Jingyun Hu, Ziyuan Pu, Zhiyong Cui, Liangwu Yan, Yinhai Wang:
Traffic Sign Detection and Recognition for Autonomous Driving in Virtual Simulation Environment. CoRR abs/1911.05626 (2019) - [i5]Zhiyong Cui, Longfei Lin, Ziyuan Pu, Yinhai Wang:
Graph Markov Network for Traffic Forecasting with Missing Data. CoRR abs/1912.05457 (2019) - 2018
- [i4]Zhiyong Cui, Ruimin Ke, Yinhai Wang:
Deep Bidirectional and Unidirectional LSTM Recurrent Neural Network for Network-wide Traffic Speed Prediction. CoRR abs/1801.02143 (2018) - [i3]Zhiyong Cui, Kristian Henrickson, Ruimin Ke, Yinhai Wang:
High-Order Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting. CoRR abs/1802.07007 (2018) - [i2]Xiaolei Ma, Yi Li, Zhiyong Cui, Yinhai Wang:
Forecasting Transportation Network Speed Using Deep Capsule Networks with Nested LSTM Models. CoRR abs/1811.04745 (2018) - 2017
- [j2]Ruimin Ke, Zhibin Li, Sung Kim, John Ash, Zhiyong Cui, Yinhai Wang:
Real-Time Bidirectional Traffic Flow Parameter Estimation From Aerial Videos. IEEE Trans. Intell. Transp. Syst. 18(4): 890-901 (2017) - 2016
- [j1]Gang Wang, Chen Shen, Lijun Fu, Zhiyong Cui, Zhihao Ye:
Transformed periodic orbit mechanism of low frequency oscillations in power systems. Int. J. Circuit Theory Appl. 44(1): 226-239 (2016) - [c7]Zhiyong Cui, Shen Zhang, Kristian C. Henrickson, Yinhai Wang:
New progress of DRIVE Net: An E-science transportation platform for data sharing, visualization, modeling, and analysis. ISC2 2016: 1-2 - 2015
- [c6]Zhiyong Cui, Ying Long, Ruimin Ke, Yinhai Wang:
Characterizing evolution of extreme public transit behavior using smart card data. ISC2 2015: 1-6 - [c5]Yan Gao, Kishore Swaminathan, Zhiyong Cui, Lu Su:
Predictive Traffic Assignment: A New Method and System for Optimal Balancing of Road Traffic. ITSC 2015: 400-407 - [c4]Zhiyong Cui, Shao-Wen Yang, Hsin-Mu Tsai:
A Vision-Based Hierarchical Framework for Autonomous Front-Vehicle Taillights Detection and Signal Recognition. ITSC 2015: 931-937 - [i1]Zhiyong Cui, Ying Long:
Perspectives on Stability and Mobility of Passenger's Travel Behavior through Smart Card Data. CoRR abs/1508.06033 (2015) - 2014
- [c3]Zhiyong Cui, Shao-Wen Yang, Chenqi Wang, Hsin-Mu Tsai:
On addressing driving inattentiveness: Robust rear light status classification using Hierarchical Matching Pursuit. ITSC 2014: 2243-2244 - [c2]Zhiyong Cui, Chenqi Wang, Hsin-Mu Tsai:
Characterizing channel fading in vehicular visible light communications with video data. VNC 2014: 226-229
2000 – 2009
- 2009
- [c1]Xiao-hong Zhang, Zhiyong Cui, Yuanyuan Zhu:
Synchronization and Circuit Experiment Simulation of Chaotic Time-delay Systems. PACCS 2009: 781-784
Coauthor Index
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