Huachun Tan

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 30

Top Topics

Reinforcement Learning

Tensor Factorization

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Zoutao Wen, Huachun Tan, Bo Yu, Yanan Zhao
An End-to-End HRL-based Framework with Macro-Micro Adaptive Layer for Mixed On-Ramp Merging. IV (2024)
Bin Li, Yanan Zhao, Huachun Tan
CoFormerNet: A Transformer-Based Fusion Approach for Enhanced Vehicle-Infrastructure Cooperative Perception. Sensors 24 (13) (2024)
Qin Li, Pai Xu, Deqiang He, Yuankai Wu, Huachun Tan, Xuan Yang
Multi-Source Information Fusion Graph Convolution Network for traffic flow prediction. Expert Syst. Appl. 252 (2024)
Shuaiqi Fu, Yixuan Yang, Xiaoyang Luo, Changhao Chen, Yanan Zhao, Huachun Tan
HSTR: Hierarchical Scene Transformer for Multi-agent Trajectory Prediction. IV (2024)
Zhao Liu, Fan Ding, Yunqi Dai, Linchao Li, Tianyi Chen, Huachun Tan
Spatial-temporal graph convolution network model with traffic fundamental diagram information informed for network traffic flow prediction. Expert Syst. Appl. 249 (2024)
Fan Yang, Yanan Zhao, Li Gao, Huachun Tan, Weijin Liu, Xue-mei Chen, Shijuan Yang
CCLane: Concise Curve Anchor-Based Lane Detection Model with MLP-Mixer. PRCV (3) (2023)
Jianshuai Feng, Tianyu Shi, Yuankai Wu, Xiang Xie, Hongwen He, Huachun Tan
Multi-Lane Differential Variable Speed Limit Control via Deep Neural Networks Optimized by an Adaptive Evolutionary Strategy. Sensors 23 (10) (2023)
Yangxin Lin, Ping Wang, Yang Zhou, Fan Ding, Chen Wang, Huachun Tan
Platoon Trajectories Generation: A Unidirectional Interconnected LSTM-Based Car-Following Model. IEEE Trans. Intell. Transp. Syst. 23 (3) (2022)
Hailong Zhang, Yuankai Wu, Huachun Tan, Hanxuan Dong, Fan Ding, Bin Ran
Understanding and Modeling Urban Mobility Dynamics via Disentangled Representation Learning. IEEE Trans. Intell. Transp. Syst. 23 (3) (2022)
Qin Li, Huachun Tan, Zhuxi Jiang, Yuankai Wu, Linhui Ye
Nonrecurrent traffic congestion detection with a coupled scalable Bayesian robust tensor factorization model. Neurocomputing 430 (2021)
Yi Lin, Qin Li, Bo Yang, Zhen Yan, Huachun Tan, Zhengmao Chen
Improving speech recognition models with small samples for air traffic control systems. Neurocomputing 445 (2021)
Yong Wang, Huachun Tan, Yuankai Wu, Jiankun Peng
Hybrid Electric Vehicle Energy Management With Computer Vision and Deep Reinforcement Learning. IEEE Trans. Ind. Informatics 17 (6) (2021)
Yi Lin, Qin Li, Bo Yang, Zhen Yan, Huachun Tan, Zhengmao Chen
Improving speech recognition models with small samples for air traffic control systems. CoRR (2021)
Linchao Li, Bowen Du, Yonggang Wang, Lingqiao Qin, Huachun Tan
Estimation of missing values in heterogeneous traffic data: Application of multimodal deep learning model. Knowl. Based Syst. 194 (2020)
Renzong Lian, Huachun Tan, Jiankun Peng, Qin Li, Yuankai Wu
Cross-Type Transfer for Deep Reinforcement Learning Based Hybrid Electric Vehicle Energy Management. IEEE Trans. Veh. Technol. 69 (8) (2020)
Jiwan Jiang, Fan Ding, Yang Zhou, Jiaming Wu, Huachun Tan
A Personalized Human Drivers' Risk Sensitive Characteristics Depicting Stochastic Optimal Control Algorithm for Adaptive Cruise Control. IEEE Access 8 (2020)
Qin Li, Huachun Tan, Yuankai Wu, Linhui Ye, Fan Ding
Traffic Flow Prediction With Missing Data Imputed by Tensor Completion Methods. IEEE Access 8 (2020)
Qin Li, Huachun Tan, Xizhu Jiang, Yuankai Wu, Linhui Ye
Non-recurrent Traffic Congestion Detection with a Coupled Scalable Bayesian Robust Tensor Factorization Model. CoRR (2020)
Yuankai Wu, Huachun Tan, Zhuxi Jiang, Bin Ran
ES-CTC: A Deep Neuroevolution Model for Cooperative Intelligent Freeway Traffic Control. CoRR (2019)
Yong Li, Fan Wang, Robert L. Stevenson, Ruochen Fan, Huachun Tan
Reliable Line Segment Matching for Multispectral Images Guided by Intersection Matches. IEEE Trans. Circuits Syst. Video Technol. 29 (10) (2019)
Yuankai Wu, Huachun Tan, Yong Li, Jian Zhang, Xiaoxuan Chen
A Fused CP Factorization Method for Incomplete Tensors. IEEE Trans. Neural Networks Learn. Syst. 30 (3) (2019)
Yangxin Lin, Ping Wang, Yang Zhou, Fan Ding, Chen Wang, Huachun Tan
Platoon trajectories generation: A unidirectional interconnected LSTM-based car following model. CoRR (2019)
Yuankai Wu, Huachun Tan, Bin Ran
Differential Variable Speed Limits Control for Freeway Recurrent Bottlenecks via Deep Reinforcement learning. CoRR (2018)
Yuankai Wu, Huachun Tan, Yong Li, Feng Li, Hongwen He
Robust tensor decomposition based on Cauchy distribution and its applications. Neurocomputing 223 (2017)
Zhuxi Jiang, Yin Zheng, Huachun Tan, Bangsheng Tang, Hanning Zhou
Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering. IJCAI (2017)
Zhuxi Jiang, Yin Zheng, Huachun Tan, Bangsheng Tang, Hanning Zhou
Variational Deep Embedding: A Generative Approach to Clustering. CoRR (2016)
Huachun Tan, Yuankai Wu, Bin Shen, Peter J. Jin, Bin Ran
Short-Term Traffic Prediction Based on Dynamic Tensor Completion. IEEE Trans. Intell. Transp. Syst. 17 (8) (2016)
Yuankai Wu, Huachun Tan
Short-term traffic flow forecasting with spatial-temporal correlation in a hybrid deep learning framework. CoRR (2016)
Xinyu Xu, Zhaosheng Zhang, Wenliang Li, Huachun Tan
Research on Pedestrian Detection Method Based on the Intersection with Fixed Camera. ISCID (1) (2016)
Bin Ran, Huachun Tan, Jianshuai Feng, Wuhong Wang, Yang Cheng, Peter J. Jin
Estimating Missing Traffic Volume Using Low Multilinear Rank Tensor Completion. J. Intell. Transp. Syst. 20 (2) (2016)
Bin Ran, Huachun Tan, Jianshuai Feng, Ying Liu, Wuhong Wang
Traffic Speed Data Imputation Method Based on Tensor Completion. Comput. Intell. Neurosci. 2015 (2015)
Huachun Tan, Bin Cheng, Wuhong Wang, Yu-Jin Zhang, Bin Ran
Tensor completion via a multi-linear low-n-rank factorization model. Neurocomputing 133 (2014)
Huachun Tan, Yang Zhou, Yong Zhu, Danya Yao, Keqiang Li
A novel curve lane detection based on Improved River Flow and RANSA. ITSC (2014)
Hang Tan, Xianhe Huang, Ying Tang, Huachun Tan
New ICA Algorithms based on Special linear Group. Int. J. Model. Simul. Sci. Comput. 4 (1) (2013)
Huachun Tan, Bin Cheng, Jianshuai Feng, Guangdong Feng, Wuhong Wang, Yu-Jin Zhang
Low-n-rank tensor recovery based on multi-linear augmented Lagrange multiplier method. Neurocomputing 119 (2013)
Hang Tan, Xianhe Huang, Huachun Tan, Ying Tang
A Novel Neural Network Approach for Computing Eigen-Pairs of Real Antisymmetric Matrices. AICI (2012)
Huachun Tan, Yu-Jin Zhang, Wuhong Wang, Guangdong Feng, Hui Xiong, Jie Zhang, Yong Li
Edge Eigenface Weighted Hausdorff Distance for Face Recognition. Int. J. Comput. Intell. Syst. 4 (6) (2011)
Huachun Tan, Bin Cheng, Jianshuai Feng, Guangdong Feng, Yu-Jin Zhang
Tensor Recovery via Multi-linear Augmented Lagrange Multiplier Method. ICIG (2011)
Hui Xiong, Xuedong Guo, Wuhong Wang, Huachun Tan, Heng Wei
Cellular automaton simulation of counter flow with paired pedestrians. Int. J. Comput. Intell. Syst. 4 (6) (2011)
Guangming Xiong, Xijun Zhao, Haiou Liu, Shaobin Wu, Jianwei Gong, Haojie Zhang, Huachun Tan, Huiyan Chen
Research on the quantitative evaluation system for unmanned ground vehicles. Intelligent Vehicles Symposium (2010)
Huachun Tan, Jie Zhang, Jianshuai Feng, Feng Li
Vehicle Speed Measurement for Accident Scene Investigation. ICEBE (2010)
Wuhong Wang, Fuguo Hou, Huachun Tan, Heiner Bubb
A Framework for Function Allocations in Intelligent Driver Interface Design for Comfort and Safety. Int. J. Comput. Intell. Syst. 3 (5) (2010)
Guangdong Feng, Wuhong Wang, Jianshuai Feng, Huachun Tan, Feng Li
Modelling and Simulation for Safe Following Distance Based on Vehicle Braking Process. ICEBE (2010)
Shuo Li, Yu-Jin Zhang, Huachun Tan
Discovering latent semantic factors for emotional picture categorization. ICIP (2010)
Huachun Tan, Yu-Jin Zhang
Person-Similarity Weighted Feature for Expression Recognition. ACCV (2) (2007)
Huachun Tan, Yu-Jin Zhang
A novel weighted Hausdorff distance for face localization. Image Vis. Comput. 24 (7) (2006)
Huachun Tan, Yu-Jin Zhang
Detecting eye blink states by tracking iris and eyelids. Pattern Recognit. Lett. 27 (6) (2006)
Huachun Tan, Yu-Jin Zhang
An Energy Minimization Process for Extracting Eye Feature Based on Deformable Template. ACCV (2) (2006)