Junchen Jin - RankMe

36 papers A* 1B 1Journal 21Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Causal-HM: Restoring Physical Generative Logic in Multimodal Anomaly Detection via Hierarchical Modulation. CoRR Xiao Liu, Junchen Jin, Yanjie Zhao, Zhixuan Xing
2025	J	`jnl`	TransLane: A Transfer Learning-Based Traffic Control Recommendation System With Dynamic Lanes. IEEE Trans. Intell. Transp. Syst. Junjie Zhou, Junchen Jin, Qingyuan Ji, Dewen Li, Haomin Wu, Zuhua Xu, Zhijiang Shao, Fei-Yue Wang
2024	—	`conf`	Trans-Sig: Knowledge Transfer for Traffic Signal Control from Spatial-Temporal Perspective. ITSC Qingyuan Ji, Yongdong Zhu, Xin Qu, Junchen Jin
2024	J	`jnl`	Urban Traffic Control Meets Decision Recommendation System: A Survey and Perspective. IEEE CAA J. Autom. Sinica Qingyuan Ji, Xiaoyue Wen, Junchen Jin, Yongdong Zhu, Yisheng Lv
2023	—	`conf`	A Meta-Graph Deep Learning Framework for Forecasting Air Pollutants in Stockholm. WF-IoT Zhiguo Zhang, Xiaoliang Ma, Christer Johansson, Junchen Jin, Magnuz Engardt
2023	J	`jnl`	AUTOSIM: Automated Urban Traffic Operation Simulation via Meta-Learning. IEEE CAA J. Autom. Sinica Yuanqi Qin, Wen Hua, Junchen Jin, Jun Ge, Xingyuan Dai, Lingxi Li, Xiao Wang, Fei-Yue Wang
2023	—	`conf`	Hi-Lane: Hierarchical Decision Support Framework for Traffic Signal Control with Dynamic Lanes. ITSC Qingyuan Ji, Yongdong Zhu, Xiaoyue Wen, Qi Zhang, Yuanqi Qin, Junchen Jin
2023	J	`jnl`	Spatial-temporal hypergraph convolutional network for traffic forecasting. PeerJ Comput. Sci. Zhenzhen Zhao, Guojiang Shen, Junjie Zhou, Junchen Jin, Xiangjie Kong
2022	J	`jnl`	A GAN-Based Short-Term Link Traffic Prediction Approach for Urban Road Networks Under a Parallel Learning Framework. IEEE Trans. Intell. Transp. Syst. Junchen Jin, Dingding Rong, Tong Zhang, Qingyuan Ji, Haifeng Guo, Yisheng Lv, Xiaoliang Ma, Fei-Yue Wang
2022	J	`jnl`	An Agent-Based Traffic Recommendation System: Revisiting and Revising Urban Traffic Management Strategies. IEEE Trans. Syst. Man Cybern. Syst. Junchen Jin, Dingding Rong, Yuqi Pang, Peijun Ye, Qingyuan Ji, Xiao Wang, Ge Wang, Fei-Yue Wang
2022	—	`conf`	An Online Traffic Simulation Modeling Framework for Real-Time Road Traffic Control and Management. ITSC Yuanqi Qin, Junchen Jin, Wen Hua, Xingyuan Dai, Xiao Wang
2022	J	`jnl`	Data Augmented Deep Behavioral Cloning for Urban Traffic Control Operations Under a Parallel Learning Framework. IEEE Trans. Intell. Transp. Syst. Xiaoshuang Li, Peijun Ye, Junchen Jin, Fenghua Zhu, Fei-Yue Wang
2022	J	`jnl`	DeCAST in TransVerse for Parallel Intelligent Transportation Systems and Smart Cities: Three Decades and Beyond. IEEE Intell. Transp. Syst. Mag. Chen Zhao, Yisheng Lv, Junchen Jin, Yonglin Tian, Jiangong Wang, Fei-Yue Wang
2022	B	`conf`	GraphPro: A Graph-based Proactive Prediction Approach for Link Speeds on Signalized Urban Traffic Network. SMC Qingyuan Ji, Junchen Jin, Yuanqi Qin, Xiaoliang Ma, Yuan Zhang
2022	A*	`conf`	How does Heterophily Impact the Robustness of Graph Neural Networks?: Theoretical Connections and Practical Implications. KDD Jiong Zhu, Junchen Jin, Donald Loveland, Michael T. Schaub, Danai Koutra
2022	J	`jnl`	PRECOM: A Parallel Recommendation Engine for Control, Operations, and Management on Congested Urban Traffic Networks. IEEE Trans. Intell. Transp. Syst. Junchen Jin, Dingding Rong, Yuqi Pang, Fenghua Zhu, Haifeng Guo, Xiaoliang Ma, Fei-Yue Wang
2022	J	`jnl`	SADRL: Merging human experience with machine intelligence via supervised assisted deep reinforcement learning. Neurocomputing Xiaoshuang Li, Xiao Wang, Xinhu Zheng, Junchen Jin, Yanhao Huang, Jun Jason Zhang, Fei-Yue Wang
2022	J	`jnl`	Toward Understanding and Evaluating Structural Node Embeddings. ACM Trans. Knowl. Discov. Data Junchen Jin, Mark Heimann, Di Jin, Danai Koutra
2021	—	`conf`	A Hybrid Modelling Approach for Traffic State Estimation at Signalized Intersections. ITSC Michael Sederlin, Xiaoliang Ma, Junchen Jin
2021	J	`jnl`	An End-to-End Recommendation System for Urban Traffic Controls and Management Under a Parallel Learning Framework. IEEE Trans. Intell. Transp. Syst. Junchen Jin, Haifeng Guo, Jia Xu, Xiao Wang, Fei-Yue Wang
2021	J	`jnl`	Improving Robustness of Graph Neural Networks with Heterophily-Inspired Designs. CoRR Jiong Zhu, Junchen Jin, Michael T. Schaub, Danai Koutra
2021	—	`conf`	Strategic Traffic Management and Operation based on Deep Recommendation Agent. ITSC Qingyuan Ji, Junchen Jin
2021	J	`jnl`	Towards Understanding and Evaluating Structural Node Embeddings. CoRR Junchen Jin, Mark Heimann, Di Jin, Danai Koutra
2020	—	`conf`	Deep Imitation Learning for Traffic Signal Control and Operations Based on Graph Convolutional Neural Networks. ITSC Xiaoshuang Li, Zhongzheng Guo, Xingyuan Dai, Yilun Lin, Junchen Jin, Fenghua Zhu, Fei-Yue Wang
2019	J	`jnl`	A Multi-Objective Agent-Based Control Approach With Application in Intelligent Traffic Signal System. IEEE Trans. Intell. Transp. Syst. Junchen Jin, Xiaoliang Ma
2019	J	`jnl`	A non-parametric Bayesian framework for traffic-state estimation at signalized intersections. Inf. Sci. Junchen Jin, Xiaoliang Ma
2019	—	`conf`	Left turn phasing type determination at isolated intersections solved by a genetic algorithm. ITSC Qinrui Tang, Junchen Jin
2019	—	`conf`	Link speed prediction for signalized urban traffic network using a hybrid deep learning approach. ITSC Tong Zhang, Junchen Jin, Hui Yang, Haifeng Guo, Xiaoliang Ma
2018	—	`—`	Advance Traffic Signal Control Systems with Emerging Technologies. Junchen Jin
2018	J	`jnl`	Hierarchical multi-agent control of traffic lights based on collective learning. Eng. Appl. Artif. Intell. Junchen Jin, Xiaoliang Ma
2017	J	`jnl`	A group-based traffic signal control with adaptive learning ability. Eng. Appl. Artif. Intell. Junchen Jin, Xiaoliang Ma
2017	—	`conf`	A multi-objective multi-agent framework for traffic light control. ASCC Junchen Jin, Xiaoliang Ma
2017	J	`jnl`	A stochastic optimization framework for road traffic controls based on evolutionary algorithms and traffic simulation. Adv. Eng. Softw. Junchen Jin, Xiaoliang Ma, Iisakki Kosonen
2016	J	`jnl`	Optimizing the Shunting Schedule of Electric Multiple Units Depot Using an Enhanced Particle Swarm Optimization Algorithm. Comput. Intell. Neurosci. Jiaxi Wang, Boliang Lin, Junchen Jin
2015	—	`conf`	Adaptive Group-Based Signal Control Using Reinforcement Learning with Eligibility Traces. ITSC Junchen Jin, Xiaoliang Ma
2014	—	`conf`	Implementation and optimization of group-based signal control in traffic simulation. ITSC Junchen Jin, Xiaoliang Ma