Lijun Sun - RankMe

92 papers A* 2A 2C 1Journal 78Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ADV-0: Closed-Loop Min-Max Adversarial Training for Long-Tail Robustness in Autonomous Driving. CoRR Tong Nie, Yihong Tang, Junlin He, Yuewen Mei, Jie Sun, Lijun Sun, Wei Ma, Jian Sun
2026	J	`jnl`	Error adjustment based on spatiotemporal correlation fusion for traffic forecasting. Inf. Fusion Fuqiang Liu, Weiping Ding, Luis Miranda-Moreno, Lijun Sun
2025	—	`conf`	A Survey on Vision-Language-Action Models for Autonomous Driving. ICCVW Sicong Jiang, Menglin Kong, Yihong Tang, Lijun Sun, Kangan Qian, Ziang Luo, Tianze Zhu, Yunlong Wang, Xin Zhao, Tuopu Wen, Zheng Fu, Yang Zhong, Siwen Jiao, Hao Ye, Zilin Huang, Zihao Sheng, Sikai Chen, Seongjin Choi, Kun Jiang, Diange Yang
2025	J	`jnl`	A Survey on Vision-Language-Action Models for Autonomous Driving. CoRR Sicong Jiang, Zilin Huang, Kangan Qian, Ziang Luo, Tianze Zhu, Yang Zhong, Yihong Tang, Menglin Kong, Yunlong Wang, Siwen Jiao, Hao Ye, Zihao Sheng, Xin Zhao, Tuopu Wen, Zheng Fu, Sikai Chen, Kun Jiang, Diange Yang, Seongjin Choi, Lijun Sun
2025	A	`conf`	Adversarial Vulnerabilities in Large Language Models for Time Series Forecasting. AISTATS Fuqiang Liu, Sicong Jiang, Luis Miranda-Moreno, Seongjin Choi, Lijun Sun
2025	—	`conf`	AgentThink: A Unified Framework for Tool-Augmented Chain-of-Thought Reasoning in Vision-Language Models for Autonomous Driving. EMNLP (Findings) Kangan Qian, Sicong Jiang, Yang Zhong, Ziang Luo, Zilin Huang, Tianze Zhu, Kun Jiang, Mengmeng Yang, Zheng Fu, Jinyu Miao, Yining Shi, He Zhe Lim, Li Liu, Tianbao Zhou, Hongyi Wang, Huang Yu, Yifei Hu, Guang Li, Guang Chen, Hao Ye, Lijun Sun, Diange Yang
2025	J	`jnl`	AgentThink: A Unified Framework for Tool-Augmented Chain-of-Thought Reasoning in Vision-Language Models for Autonomous Driving. CoRR Kangan Qian, Sicong Jiang, Yang Zhong, Ziang Luo, Zilin Huang, Tianze Zhu, Kun Jiang, Mengmeng Yang, Zheng Fu, Jinyu Miao, Yining Shi, He Zhe Lim, Li Liu, Tianbao Zhou, Hongyi Wang, Huang Yu, Yifei Hu, Guang Li, Guang Chen, Hao Ye, Lijun Sun, Diange Yang
2025	J	`jnl`	Contextualizing MLP-Mixers Spatiotemporally for Urban Traffic Data Forecast at Scale. IEEE Trans. Intell. Transp. Syst. Tong Nie, Guoyang Qin, Lijun Sun, Wei Ma, Yu Mei, Jian Sun
2025	J	`jnl`	E3AD: An Emotion-Aware Vision-Language-Action Model for Human-Centric End-to-End Autonomous Driving. CoRR Yihong Tang, Haicheng Liao, Tong Nie, Junlin He, Ao Qu, Kehua Chen, Wei Ma, Zhenning Li, Lijun Sun, Chengzhong Xu
2025	J	`jnl`	Error Adjustment Based on Spatiotemporal Correlation Fusion for Traffic Forecasting. CoRR Fuqiang Liu, Weiping Ding, Luis Miranda-Moreno, Lijun Sun
2025	J	`jnl`	Link Representation Learning for Probabilistic Travel Time Estimation. IEEE Trans. Intell. Transp. Syst. Chen Xu, Qiang Wang, Lijun Sun
2025	J	`jnl`	Nearest Neighbor Multivariate Time Series Forecasting. CoRR Huiliang Zhang, Ping Nie, Lijun Sun, Benoit Boulet
2025	J	`jnl`	Nearest Neighbor Multivariate Time Series Forecasting. IEEE Trans. Neural Networks Learn. Syst. Huiliang Zhang, Ping Nie, Lijun Sun, Benoit Boulet
2025	J	`jnl`	Probabilistic Traffic Forecasting with Dynamic Regression. Transp. Sci. Vincent Zhihao Zheng, Seongjin Choi, Lijun Sun
2025	J	`jnl`	Rethinking Urban Mobility Prediction: A Multivariate Time Series Forecasting Approach. IEEE Trans. Intell. Transp. Syst. Jinguo Cheng, Ke Li, Yuxuan Liang, Lijun Sun, Junchi Yan, Yuankai Wu
2025	J	`jnl`	Scalable Dynamic Mixture Model with Full Covariance for Probabilistic Traffic Forecasting. Transp. Sci. Seongjin Choi, Nicolas Saunier, Vincent Zhihao Zheng, Martin Trépanier, Lijun Sun
2024	J	`jnl`	A Bayesian Gaussian Mixture Model for Probabilistic Modeling of Car-Following Behaviors. IEEE Trans. Intell. Transp. Syst. Xiaoxu Chen, Chengyuan Zhang, Zhanhong Cheng, Yuang Hou, Lijun Sun
2024	J	`jnl`	A Gentle Introduction and Tutorial on Deep Generative Models in Transportation Research. CoRR Seongjin Choi, Zhixiong Jin, Seung Woo Ham, Jiwon Kim, Lijun Sun
2024	J	`jnl`	Adversarial Danger Identification on Temporally Dynamic Graphs. IEEE Trans. Neural Networks Learn. Syst. Fuqiang Liu, Jingbo Tian, Luis Miranda-Moreno, Lijun Sun
2024	J	`jnl`	Adversarial Vulnerabilities in Large Language Models for Time Series Forecasting. CoRR Fuqiang Liu, Sicong Jiang, Luis Miranda-Moreno, Seongjin Choi, Lijun Sun
2024	J	`jnl`	Bayesian Calibration of the Intelligent Driver Model. IEEE Trans. Intell. Transp. Syst. Chengyuan Zhang, Lijun Sun
2024	A	`conf`	Better Batch for Deep Probabilistic Time Series Forecasting. AISTATS Vincent Zhihao Zheng, Seongjin Choi, Lijun Sun
2024	J	`jnl`	Communication-Aware Reinforcement Learning for Cooperative Adaptive Cruise Control. CoRR Sicong Jiang, Seongjin Choi, Lijun Sun
2024	J	`jnl`	Discovering Dynamic Patterns From Spatiotemporal Data With Time-Varying Low-Rank Autoregression. IEEE Trans. Knowl. Data Eng. Xinyu Chen, Chengyuan Zhang, Xiaoxu Chen, Nicolas Saunier, Lijun Sun
2024	J	`jnl`	Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast. CoRR Man Li, Ziyue Li, Lijun Sun, Fugee Tsung
2024	J	`jnl`	Generalized Least Squares Kernelized Tensor Factorization. CoRR Mengying Lei, Lijun Sun
2024	J	`jnl`	Laplacian Convolutional Representation for Traffic Time Series Imputation. IEEE Trans. Knowl. Data Eng. Xinyu Chen, Zhanhong Cheng, HanQin Cai, Nicolas Saunier, Lijun Sun
2024	C	`conf`	Learning Car-Following Behaviors Using Bayesian Matrix Normal Mixture Regression. IV Chengyuan Zhang, Kehua Chen, Meixin Zhu, Hai Yang, Lijun Sun
2024	J	`jnl`	Learning Car-Following Behaviors Using Bayesian Matrix Normal Mixture Regression. CoRR Chengyuan Zhang, Kehua Chen, Meixin Zhu, Hai Yang, Lijun Sun
2024	J	`jnl`	On Trustworthy Decision-Making Process of Human Drivers From the View of Perceptual Uncertainty Reduction. IEEE Trans. Intell. Transp. Syst. Huanjie Wang, Haibin Liu, Wenshuo Wang, Lijun Sun
2024	J	`jnl`	Shareable Driving Style Learning and Analysis With a Hierarchical Latent Model. IEEE Trans. Intell. Transp. Syst. Chaopeng Zhang, Wenshuo Wang, Zhaokun Chen, Jian Zhang, Lijun Sun, Junqiang Xi
2023	—	`conf`	A Critical Perceptual Pre-trained Model for Complex Trajectory Recovery. GeoSearch@SIGSPATIAL Dedong Li, Ziyue Li, Zhishuai Li, Lei Bai, Qingyuan Gong, Lijun Sun, Wolfgang Ketter, Rui Zhao
2023	J	`jnl`	A Critical Perceptual Pre-trained Model for Complex Trajectory Recovery. CoRR Dedong Li, Ziyue Li, Zhishuai Li, Lei Bai, Qingyuan Gong, Lijun Sun, Wolfgang Ketter, Rui Zhao
2023	J	`jnl`	Bayesian Kernelized Tensor Factorization as Surrogate for Bayesian Optimization. CoRR Mengying Lei, Lijun Sun
2023	J	`jnl`	Better Batch for Deep Probabilistic Time Series Forecasting. CoRR Vincent Zhihao Zheng, Seongjin Choi, Lijun Sun
2023	J	`jnl`	Choose A Table: Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering. CoRR Ziyue Li, Hao Yan, Chen Zhang, Lijun Sun, Wolfgang Ketter, Fugee Tsung
2023	J	`jnl`	Enhancing Deep Traffic Forecasting Models with Dynamic Regression. CoRR Vincent Zhihao Zheng, Seongjin Choi, Lijun Sun
2023	J	`jnl`	Enhancing Representation Learning for Periodic Time Series with Floss: A Frequency Domain Regularization Approach. CoRR Chunwei Yang, Xiaoxu Chen, Lijun Sun, Hongyu Yang, Yuankai Wu
2023	—	`conf`	Interactive Car-Following: Matters but NOT Always. ITSC Chengyuan Zhang, Rui Chen, Jiacheng Zhu, Wenshuo Wang, Changliu Liu, Lijun Sun
2023	J	`jnl`	Interactive Car-Following: Matters but NOT Always. CoRR Chengyuan Zhang, Rui Chen, Jiacheng Zhu, Wenshuo Wang, Changliu Liu, Lijun Sun
2023	J	`jnl`	Low-Rank Hankel Tensor Completion for Traffic Speed Estimation. IEEE Trans. Intell. Transp. Syst. Xudong Wang, Yuankai Wu, Dingyi Zhuang, Lijun Sun
2023	J	`jnl`	Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach. CoRR Jinguo Cheng, Ke Li, Yuxuan Liang, Lijun Sun, Junchi Yan, Yuankai Wu
2023	J	`jnl`	Robust Dynamic Bus Control: a Distributional Multi-Agent Reinforcement Learning Approach. IEEE Trans. Intell. Transp. Syst. Jiawei Wang, Lijun Sun
2023	J	`jnl`	Shareable Driving Style Learning and Analysis with a Hierarchical Latent Model. CoRR Chaopeng Zhang, Wenshuo Wang, Zhaokun Chen, Jian Zhang, Lijun Sun, Junqiang Xi
2023	J	`jnl`	Tensor Dirichlet Process Multinomial Mixture Model for Passenger Trajectory Clustering. CoRR Ziyue Li, Hao Yan, Chen Zhang, Andi Wang, Wolfgang Ketter, Lijun Sun, Fugee Tsung
2023	J	`jnl`	Traffic State Estimation with Anisotropic Gaussian Processes from Vehicle Trajectories. CoRR Fan Wu, Zhanhong Cheng, Huiyu Chen, Tony Z. Qiu, Lijun Sun
2022	J	`jnl`	A Universal Framework of Spatiotemporal Bias Block for Long-Term Traffic Forecasting. IEEE Trans. Intell. Transp. Syst. Fuqiang Liu, Jiawei Wang, Jingbo Tian, Dingyi Zhuang, Luis Miranda-Moreno, Lijun Sun
2022	J	`jnl`	Bayesian Complementary Kernelized Learning for Multidimensional Spatiotemporal Data. CoRR Mengying Lei, Aurélie Labbe, Lijun Sun
2022	J	`jnl`	Bayesian Kernelized Matrix Factorization for Spatiotemporal Traffic Data Imputation and Kriging. IEEE Trans. Intell. Transp. Syst. Mengying Lei, Aurélie Labbe, Yuankai Wu, Lijun Sun
2022	J	`jnl`	Bayesian Temporal Factorization for Multidimensional Time Series Prediction. IEEE Trans. Pattern Anal. Mach. Intell. Xinyu Chen, Lijun Sun
2022	J	`jnl`	Discovering Dynamic Patterns from Spatiotemporal Data with Time-Varying Low-Rank Autoregression. CoRR Xinyu Chen, Chengyuan Zhang, Xiaoxu Chen, Nicolas Saunier, Lijun Sun
2022	J	`jnl`	Laplacian Convolutional Representation for Traffic Time Series Imputation. CoRR Xinyu Chen, Zhanhong Cheng, Nicolas Saunier, Lijun Sun
2022	J	`jnl`	Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation. IEEE Trans. Intell. Transp. Syst. Xinyu Chen, Mengying Lei, Nicolas Saunier, Lijun Sun
2022	J	`jnl`	Nonstationary Temporal Matrix Factorization for Multivariate Time Series Forecasting. CoRR Xinyu Chen, Chengyuan Zhang, Xi-Le Zhao, Nicolas Saunier, Lijun Sun
2022	J	`jnl`	On Social Interactions of Merging Behaviors at Highway On-Ramps in Congested Traffic. IEEE Trans. Intell. Transp. Syst. Huanjie Wang, Wenshuo Wang, Shihua Yuan, Xueyuan Li, Lijun Sun
2022	J	`jnl`	On Trustworthy Decision-Making Process of Human Drivers from the View of Perceptual Uncertainty Reduction. CoRR Huanjie Wang, Haibin Liu, Wenshuo Wang, Lijun Sun
2022	J	`jnl`	Real-Time Forecasting of Metro Origin-Destination Matrices with High-Order Weighted Dynamic Mode Decomposition. Transp. Sci. Zhanhong Cheng, Martin Trépanier, Lijun Sun
2022	J	`jnl`	Social Interactions for Autonomous Driving: A Review and Perspective. CoRR Wenshuo Wang, Letian Wang, Chengyuan Zhang, Changliu Liu, Lijun Sun
2022	J	`jnl`	Social Interactions for Autonomous Driving: A Review and Perspectives. Found. Trends Robotics Wenshuo Wang, Letian Wang, Chengyuan Zhang, Changliu Liu, Lijun Sun
2022	J	`jnl`	Spatiotemporal Residual Regularization with Dynamic Mixtures for Traffic Forecasting. CoRR Seongjin Choi, Nicolas Saunier, Martin Trépanier, Lijun Sun
2021	J	`jnl`	Diagnosing Spatiotemporal Traffic Anomalies With Low-Rank Tensor Autoregression. IEEE Trans. Intell. Transp. Syst. Xudong Wang, Lijun Sun
2021	J	`jnl`	Hankel-structured Tensor Robust PCA for Multivariate Traffic Time Series Anomaly Detection. CoRR Xudong Wang, Luis Miranda-Moreno, Lijun Sun
2021	J	`jnl`	Individual Mobility Prediction via Attentive Marked Temporal Point Processes. CoRR Yuankai Wu, Zhanhong Cheng, Lijun Sun
2021	A*	`conf`	Inductive Graph Neural Networks for Spatiotemporal Kriging. AAAI Yuankai Wu, Dingyi Zhuang, Aurélie Labbe, Lijun Sun
2021	J	`jnl`	Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation. CoRR Xinyu Chen, Mengying Lei, Nicolas Saunier, Lijun Sun
2021	J	`jnl`	Low-Rank Hankel Tensor Completion for Traffic Speed Estimation. CoRR Xudong Wang, Yuankai Wu, Dingyi Zhuang, Lijun Sun
2021	A*	`conf`	Reducing Bus Bunching with Asynchronous Multi-Agent Reinforcement Learning. IJCAI Jiawei Wang, Lijun Sun
2021	J	`jnl`	Reducing Bus Bunching with Asynchronous Multi-Agent Reinforcement Learning. CoRR Jiawei Wang, Lijun Sun
2021	J	`jnl`	Robust Dynamic Bus Control: A Distributional Multi-agent Reinforcement Learning Approach. CoRR Jiawei Wang, Lijun Sun
2021	J	`jnl`	Scalable Spatiotemporally Varying Coefficient Modeling with Bayesian Kernelized Tensor Regression. CoRR Mengying Lei, Aurélie Labbe, Lijun Sun
2021	J	`jnl`	Spatial Aggregation and Temporal Convolution Networks for Real-time Kriging. CoRR Yuankai Wu, Dingyi Zhuang, Mengying Lei, Aurélie Labbe, Lijun Sun
2021	J	`jnl`	Spatially Focused Attack against Spatiotemporal Graph Neural Networks. CoRR Fuqiang Liu, Luis Miranda-Moreno, Lijun Sun
2020	J	`jnl`	A Nonconvex Low-Rank Tensor Completion Model for Spatiotemporal Traffic Data Imputation. CoRR Xinyu Chen, Jinming Yang, Lijun Sun
2020	—	`conf`	Efficient Motion Planning for Automated Lane Change based on Imitation Learning and Mixed-Integer Optimization. ITSC Chenyang Xi, Tianyu Shi, Yuankai Wu, Lijun Sun
2020	J	`jnl`	Incorporating travel behavior regularity into passenger flow forecasting. CoRR Zhanhong Cheng, Martin Trépanier, Lijun Sun
2020	J	`jnl`	Incremental Bayesian tensor learning for structural monitoring data imputation and response forecasting. CoRR Pu Ren, Xinyu Chen, Lijun Sun, Hao Sun
2020	J	`jnl`	Inductive Graph Neural Networks for Spatiotemporal Kriging. CoRR Yuankai Wu, Dingyi Zhuang, Aurélie Labbe, Lijun Sun
2020	J	`jnl`	Low-Rank Autoregressive Tensor Completion for Multivariate Time Series Forecasting. CoRR Xinyu Chen, Lijun Sun
2020	J	`jnl`	On Social Interactions of Merging Behaviors at Highway On-Ramps in Congested Traffic. CoRR Huanjie Wang, Wenshuo Wang, Shihua Yuan, Xueyuan Li, Lijun Sun
2020	J	`jnl`	Routine pattern discovery and anomaly detection in individual travel behavior. CoRR Lijun Sun, Xinyu Chen, Zhaocheng He, Luis Miranda-Moreno
2020	J	`jnl`	Scalable Low-Rank Autoregressive Tensor Learning for Spatiotemporal Traffic Data Imputation. CoRR Xinyu Chen, Yixian Chen, Lijun Sun
2020	J	`jnl`	Towards Efficient Connected and Automated Driving System via Multi-agent Graph Reinforcement Learning. CoRR Tianyu Shi, Jiawei Wang, Yuankai Wu, Lijun Sun
2019	—	`conf`	A Probabilistic Tensor Factorization Approach to Detect Anomalies in Spatiotemporal Traffic Activities. ITSC Xudong Wang, Antoine Fagette, Pascal Sartelet, Lijun Sun
2019	J	`jnl`	Bayesian Temporal Factorization for Multidimensional Time Series Prediction. CoRR Lijun Sun, Xinyu Chen
2019	J	`jnl`	Urban Human Mobility: Data-Driven Modeling and Prediction. SIGKDD Explor. Jinzhong Wang, Xiangjie Kong, Feng Xia, Lijun Sun
2018	—	`conf`	Identifying Station-Link Correlation for Target Passenger Flow Control in Subway Network. ITSC Zhaocheng He, Yixian Chen, Lijun Sun, Jiaming Zhong, Yiting Zhu
2017	J	`jnl`	Small cities face greater impact from automation. CoRR Morgan R. Frank, Lijun Sun, Manuel Cebrián, Hyejin Youn, Iyad Rahwan
2015	—	`conf`	Modeling Temporal Flow Assignment in Metro Networks Using Smart Card Data. ITSC Lijun Sun, Jian Gang Jin
2014	J	`jnl`	Efficient detection of contagious outbreaks in massive metropolitan encounter networks. CoRR Lijun Sun, Kay W. Axhausen, Der-Horng Lee, Manuel Cebrián
2014	J	`jnl`	Quantifying long-term evolution of intra-urban spatial interactions. CoRR Lijun Sun, Jian Gang Jin, Kay W. Axhausen, Der-Horng Lee, Manuel Cebrián
2013	J	`jnl`	Understanding the collective encounter patterns in an empirical urban contact network CoRR Lijun Sun, Kay W. Axhausen, Der-Horng Lee, Xianfeng Huang
2012	—	`conf`	Using smart card data to extract passenger's spatio-temporal density and train's trajectory of MRT system. UrbComp@KDD Lijun Sun, Der-Horng Lee, Alex Erath, Xianfeng Huang