Shangbo Wang - RankMe

40 papers Journal 24Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A joint topology-data fusion graph network for robust traffic speed prediction with data anomalism. Inf. Sci. Ruiyuan Jiang, Dongyao Jia, Eng Gee Lim, Pengfei Fan, Yuli Zhang, Shangbo Wang
2026	J	`jnl`	A novel hybrid macroscopic fundamental diagram-informed deep learning method for lane-level traffic prediction. Inf. Fusion Ruiyuan Jiang, Shangbo Wang, Bingyi Liu, Yuli Zhang, Pengfei Fan, Dongyao Jia
2025	J	`jnl`	A Joint Topology-Data Fusion Graph Network for Robust Traffic Speed Prediction with Data Anomalism. CoRR Ruiyuan Jiang, Dongyao Jia, Eng Gee Lim, Pengfei Fan, Yuli Zhang, Shangbo Wang
2025	—	`conf`	A Survey on RL-Based Approaches for Traffic Signal and Joint Vehicle-Signal Control. ICCAI Yuli Zhang, Pengfei Fan, Ruiyuan Jiang, Hankang Gu, Chengming Wang, Shangbo Wang, Dongyao Jia
2025	J	`jnl`	A knowledge-informed dynamic correlation modeling framework for lane-level traffic flow prediction. Inf. Fusion Ruiyuan Jiang, Shangbo Wang, Wei Ma, Yuli Zhang, Pengfei Fan, Dongyao Jia
2025	—	`conf`	An Adaptive Multi-Source Correlation Fusion Approach for Lane-Level Traffic Flow Prediction. ICCAI Ruiyuan Jiang, Pengfei Fan, Chengming Wang, Yuli Zhang, Shangbo Wang, Dongyao Jia
2025	J	`jnl`	An Adaptive Prediction Model for Randomly Distributed Traffic Data in Urban Road Networks. IEEE Trans. Veh. Technol. Ruiyuan Jiang, Shangbo Wang, Dongyao Jia, Guoqiang Mao, Eng Gee Lim
2025	—	`conf`	An Innovative Approach for Vehicle Speed Recognition through Noise Emission Analysis by Using Machine Learning. ICCAI Pengfei Fan, Yuli Zhang, Ruiyuan Jiang, Xinheng Wang, Chengming Wang, Shangbo Wang, Benson Zhu, Chenhao Wen
2025	J	`jnl`	Communication Strategy on Macro-and-Micro Traffic State in Cooperative Deep Reinforcement Learning for Regional Traffic Signal Control. CoRR Hankang Gu, Shangbo Wang, Dongyao Jia, Yuli Zhang, Yanrong Luo, Guoqiang Mao, Jianping Wang, Eng Gee Lim
2025	J	`jnl`	Communication Strategy on Macro-and-Micro Traffic State in Cooperative Deep Reinforcement Learning for Regional Traffic Signal Control. IEEE Trans. Intell. Transp. Syst. Hankang Gu, Shangbo Wang, Dongyao Jia, Yuli Zhang, Yanrong Luo, Guoqiang Mao, Jianping Wang, Eng Gee Lim
2025	J	`jnl`	DRL-GCNet: A Deep Reinforcement Learning and Graph Convolutional Network for Harmonic Drive Fault Diagnosis. IEEE Trans. Instrum. Meas. Zhenrui Wu, Zhuo Long, Chunbo Luo, Shangbo Wang, Xiaoguang Ma
2025	J	`jnl`	Integrating Vehicle Acoustic Data for Enhanced Urban Traffic Management: A Study on Speed Classification in Suzhou. CoRR Pengfei Fan, Yuli Zhang, Xinheng Wang, Ruiyuan Jiang, Hankang Gu, Dongyao Jia, Shangbo Wang
2025	J	`jnl`	RSA-fusion: radar spatial attention fusion for object detection and classification. Multim. Tools Appl. Boxun Feng, Baojiang Li, Shangbo Wang, Ningwei Ouyang, Wei Dai
2025	J	`jnl`	Toward Dependency Dynamics in Multi-Agent Reinforcement Learning for Traffic Signal Control. CoRR Yuli Zhang, Shangbo Wang, Dongyao Jia, Pengfei Fan, Ruiyuan Jiang, Hankang Gu, Andy H. F. Chow
2024	—	`conf`	A Novel Feature-Sharing Auto-Regressive Neural Network for Enhanced Car-Following Model Calibration. ITSC Chengming Wang, Dongyao Jia, Zuduo Zheng, Wei Wang, Shangbo Wang
2024	J	`jnl`	Large-Scale Traffic Signal Control Using Constrained Network Partition and Adaptive Deep Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. Hankang Gu, Shangbo Wang, Xiaoguang Ma, Dongyao Jia, Guoqiang Mao, Eng Gee Lim, Cheuk Pong Ryan Wong
2023	—	`conf`	A Coupling Approach to Demand Prediction and Repositioning in SAV Systems. VTC Fall Yang Jin, Dongyao Jia, Yechao She, Meng Xu, Shangbo Wang, Jianping Wang
2023	J	`jnl`	A Dynamic Temporal Self-attention Graph Convolutional Network for Traffic Prediction. CoRR Ruiyuan Jiang, Shangbo Wang, Yuli Zhang
2023	—	`conf`	A Joint Traffic Flow Estimation and Prediction Approach for Urban Networks. PerCom Workshops Ruiyuan Jiang, Shangbo Wang, Yuli Zhang, Valerio Selis
2023	—	`conf`	A Novel Hybrid Car-Following Model Combining Kinetic Dynamics and Deep Learning Networks. ICITE Pan Han, Dongyao Jia, Jie Sun, Shangbo Wang
2023	—	`conf`	A Novel Multi-Agent Deep RL Approach for Traffic Signal Control. PerCom Workshops Shijie Wang, Shangbo Wang
2023	J	`jnl`	A Novel Multi-Agent Deep RL Approach for Traffic Signal Control. CoRR Shijie Wang, Shangbo Wang
2023	J	`jnl`	Cooperative Incident Management in Mixed Traffic of CAVs and Human-Driven Vehicles. IEEE Trans. Intell. Transp. Syst. Wenwei Yue, Changle Li, Shangbo Wang, Nan Xue, Jiaming Wu
2023	J	`jnl`	Engineering Traffic Prediction With Online Data Imputation: A Graph-Theoretic Perspective. IEEE Syst. J. Wenwei Yue, Di Zhou, Shangbo Wang, Peibo Duan
2023	J	`jnl`	Large-Scale Regional Traffic Signal Control Using Dynamic Deep Reinforcement Learning. CoRR Hankang Gu, Shangbo Wang
2023	—	`conf`	Large-Scale Traffic Signal Control by a Nash Deep Q-network Approach. ITSC Yuli Zhang, Shangbo Wang, Xiaoguang Ma, Wenwei Yue, Ruiyuan Jiang
2023	J	`jnl`	Large-Scale Traffic Signal Control by a Nash Deep Q-network Approach. CoRR Yuli Zhang, Shangbo Wang, Ruiyuan Jiang
2022	J	`jnl`	Towards Enhanced Recovery and System Stability: Analytical Solutions for Dynamic Incident Effects in Road Networks. IEEE Trans. Intell. Transp. Syst. Wenwei Yue, Changle Li, Shangbo Wang, Zhigang Xu, Guoqiang Mao
2020	J	`jnl`	Fundamental Limits of Missing Traffic Data Estimation in Urban Networks. IEEE Trans. Intell. Transp. Syst. Shangbo Wang, Guoqiang Mao
2020	J	`jnl`	Network Capacity Maximization Using Route Choice and Signal Control With Multiple OD Pairs. IEEE Trans. Intell. Transp. Syst. Shangbo Wang, Changle Li, Wenwei Yue, Guoqiang Mao
2019	J	`jnl`	Joint Time-of-Arrival Estimation for Coherent UWB Ranging in Multipath Environment With Multi-User Interference. IEEE Trans. Signal Process. Shangbo Wang, Guoqiang Mao, J. Andrew Zhang
2019	—	`conf`	MagSpeed: A Novel Method of Vehicle Speed Estimation Through A Single Magnetic Sensor. ITSC Yimeng Feng, Guoqiang Mao, Bo Cheng, Baoqi Huang, Shangbo Wang, Junliang Chen
2019	J	`jnl`	Missing Data Estimation for Traffic Volume by Searching an Optimum Closed Cut in Urban Networks. IEEE Trans. Intell. Transp. Syst. Shangbo Wang, Guoqiang Mao
2018	—	`conf`	A Unified STARIMA based Model for Short-term Traffic Flow Prediction. ITSC Peibo Duan, Guoqiang Mao, Wenwei Yue, Shangbo Wang
2018	—	`—`	Spatio-temporal traffic flow estimation and optimum control in sensor-equipped road networks Shangbo Wang
2017	J	`jnl`	STARIMA-based Traffic Prediction with Time-varying Lags. CoRR Peibo Duan, Guoqiang Mao, Shangbo Wang, Changsheng Zhang, Bin Zhang
2016	—	`conf`	STARIMA-based traffic prediction with time-varying lags. ITSC Peibo Duan, Guoqiang Mao, Changsheng Zhang, Shangbo Wang
2010	—	`conf`	Positioning in multiband OFDM UWB utilizing received signal strength. WPNC Andreas Waadt, Shangbo Wang, Christian Kocks, Admir Burnic, Dong Xu, Guido Horst Bruck, Peter Jung
2010	—	`conf`	System implementation study on RSSI based positioning in UWB networks. ISWCS Shangbo Wang, Andreas Waadt, Admir Burnic, Dong Xu, Christian Kocks, Guido Horst Bruck, Peter Jung
2008	—	`conf`	Cognitive Radio Prototyping. CrownCom Peter Jung, Alexander Vießmann, Christoph Spiegel, Admir Burnic, Zijian Bai, Guido Horst Bruck, Konstantin Statnikov, Andreas Waadt, Shangbo Wang, Xavier Popon, Rafael Rodriguez Velilla, Harri Saarnisaari, Matthias Alles, Torben Brack, Frank Kienle, Friedbert Berens, Salvatore Rotolo, Fabio Mario Scalise, Norbert Wehn