Huachun Tan

59 papers A* 1B 2C 3Misc 1Journal 42Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Long-term traffic flow prediction via spatiotemporal sequence reconstruction on highway networks.
Expert Syst. Appl.
Zhao Liu, Jingyi Wang, Huachun Tan, Fan Ding
2026 J jnl
Multi-agent trajectory prediction with Hierarchical Coordinate-Based Representation.
Eng. Appl. Artif. Intell.
Yuanchen Zhu, Shuaiqi Fu, Yong Wang, Yanan Zhao, Huachun Tan
2026 J jnl
Safe and Stylized Trajectory Planning for Autonomous Driving via Diffusion Model.
CoRR
Shuo Pei, Yong Wang, Yuanchen Zhu, Chen Sun, Qin Li, Yanan Zhao, Huachun Tan
2025 J jnl
A Fundamental-Diagram-Informed Spatial Partitioning Method for Heterogeneous Traffic Networks.
IEEE Internet Things J.
Fan Ding, Yu Zhao, Huachun Tan, Zhao Liu, Ziyuan Pu
2025 J jnl
Co-Evolving Traffic State Parameters Prediction Based on Mechanism-Data Blending Driven Deep Learning.
IEEE Trans. Intell. Transp. Syst.
Hanxuan Dong, Hailong Zhang, Fan Ding, Huachun Tan
2025 — conf
Dynamic Grouping Enhanced Deep Reinforcement Learning for Cooperative on-Ramp Merging.
ITSC
Peifeng Li, Huachun Tan, Zoutao Wen, Yanan Zhao, Bolin Gao
2025 J jnl
HSTI: A Light Hierarchical Spatial-Temporal Interaction Model for Map-Free Trajectory Prediction.
IEEE Trans. Intell. Transp. Syst.
Xiaoyang Luo, Shuaiqi Fu, Bolin Gao, Yanan Zhao, Huachun Tan, Zeye Song
2025 — conf
Map-Free Trajectory Prediction via Dual-Path Spatial-Temporal Network with Mamba.
ITSC
Zeye Song, Yuanchen Zhu, Xiaoyang Luo, Yong Wang, Yanan Zhao, Huachun Tan
2025 J jnl
Multi-Option Hierarchical Reinforcement Learning Framework With State Segmentation for Mixed On-Ramp Merging.
IEEE Trans. Intell. Transp. Syst.
Zoutao Wen, Huachun Tan, Yanan Zhao, Hailong Zhang, Peifeng Li, Xinguo Chen, Bolin Gao
2025 J jnl
Parallel Self-Learned and Predefined Joint Spatial-Temporal Graph Convolutional Networks for Traffic Flow Prediction.
IEEE Internet Things J.
Xuan Yang, Qin Li, Pai Xu, Deqiang He, Huachun Tan
2024 C conf
An End-to-End HRL-based Framework with Macro-Micro Adaptive Layer for Mixed On-Ramp Merging.
IV
Zoutao Wen, Huachun Tan, Bo Yu, Yanan Zhao
2024 J jnl
CoFormerNet: A Transformer-Based Fusion Approach for Enhanced Vehicle-Infrastructure Cooperative Perception.
Sensors
Bin Li, Yanan Zhao, Huachun Tan
2024 C conf
HSTR: Hierarchical Scene Transformer for Multi-agent Trajectory Prediction.
IV
Shuaiqi Fu, Yixuan Yang, Xiaoyang Luo, Changhao Chen, Yanan Zhao, Huachun Tan
2024 J jnl
Multi-Source Information Fusion Graph Convolution Network for traffic flow prediction.
Expert Syst. Appl.
Qin Li, Pai Xu, Deqiang He, Yuankai Wu, Huachun Tan, Xuan Yang
2024 J jnl
Spatial-temporal graph convolution network model with traffic fundamental diagram information informed for network traffic flow prediction.
Expert Syst. Appl.
Zhao Liu, Fan Ding, Yunqi Dai, Linchao Li, Tianyi Chen, Huachun Tan
2023 — conf
CCLane: Concise Curve Anchor-Based Lane Detection Model with MLP-Mixer.
PRCV (3)
Fan Yang, Yanan Zhao, Li Gao, Huachun Tan, Weijin Liu, Xue-mei Chen, Shijuan Yang
2023 J jnl
Multi-Lane Differential Variable Speed Limit Control via Deep Neural Networks Optimized by an Adaptive Evolutionary Strategy.
Sensors
Jianshuai Feng, Tianyu Shi, Yuankai Wu, Xiang Xie, Hongwen He, Huachun Tan
2022 J jnl
Platoon Trajectories Generation: A Unidirectional Interconnected LSTM-Based Car-Following Model.
IEEE Trans. Intell. Transp. Syst.
Yangxin Lin, Ping Wang, Yang Zhou, Fan Ding, Chen Wang, Huachun Tan
2022 J jnl
Understanding and Modeling Urban Mobility Dynamics via Disentangled Representation Learning.
IEEE Trans. Intell. Transp. Syst.
Hailong Zhang, Yuankai Wu, Huachun Tan, Hanxuan Dong, Fan Ding, Bin Ran
2021 J jnl
Hybrid Electric Vehicle Energy Management With Computer Vision and Deep Reinforcement Learning.
IEEE Trans. Ind. Informatics
Yong Wang, Huachun Tan, Yuankai Wu, Jiankun Peng
2021 J jnl
Improving speech recognition models with small samples for air traffic control systems.
CoRR
Yi Lin, Qin Li, Bo Yang, Zhen Yan, Huachun Tan, Zhengmao Chen
2021 J jnl
Improving speech recognition models with small samples for air traffic control systems.
Neurocomputing
Yi Lin, Qin Li, Bo Yang, Zhen Yan, Huachun Tan, Zhengmao Chen
2021 J jnl
Nonrecurrent traffic congestion detection with a coupled scalable Bayesian robust tensor factorization model.
Neurocomputing
Qin Li, Huachun Tan, Zhuxi Jiang, Yuankai Wu, Linhui Ye
2020 J jnl
A Personalized Human Drivers' Risk Sensitive Characteristics Depicting Stochastic Optimal Control Algorithm for Adaptive Cruise Control.
IEEE Access
Jiwan Jiang, Fan Ding, Yang Zhou, Jiaming Wu, Huachun Tan
2020 J jnl
Cross-Type Transfer for Deep Reinforcement Learning Based Hybrid Electric Vehicle Energy Management.
IEEE Trans. Veh. Technol.
Renzong Lian, Huachun Tan, Jiankun Peng, Qin Li, Yuankai Wu
2020 J jnl
Estimation of missing values in heterogeneous traffic data: Application of multimodal deep learning model.
Knowl. Based Syst.
Linchao Li, Bowen Du, Yonggang Wang, Lingqiao Qin, Huachun Tan
2020 J jnl
Non-recurrent Traffic Congestion Detection with a Coupled Scalable Bayesian Robust Tensor Factorization Model.
CoRR
Qin Li, Huachun Tan, Xizhu Jiang, Yuankai Wu, Linhui Ye
2020 J jnl
Traffic Flow Prediction With Missing Data Imputed by Tensor Completion Methods.
IEEE Access
Qin Li, Huachun Tan, Yuankai Wu, Linhui Ye, Fan Ding
2019 J jnl
A Fused CP Factorization Method for Incomplete Tensors.
IEEE Trans. Neural Networks Learn. Syst.
Yuankai Wu, Huachun Tan, Yong Li, Jian Zhang, Xiaoxuan Chen
2019 J jnl
ES-CTC: A Deep Neuroevolution Model for Cooperative Intelligent Freeway Traffic Control.
CoRR
Yuankai Wu, Huachun Tan, Zhuxi Jiang, Bin Ran
2019 J jnl
Platoon trajectories generation: A unidirectional interconnected LSTM-based car following model.
CoRR
Yangxin Lin, Ping Wang, Yang Zhou, Fan Ding, Chen Wang, Huachun Tan
2019 J jnl
Reliable Line Segment Matching for Multispectral Images Guided by Intersection Matches.
IEEE Trans. Circuits Syst. Video Technol.
Yong Li, Fan Wang, Robert L. Stevenson, Ruochen Fan, Huachun Tan
2018 J jnl
Differential Variable Speed Limits Control for Freeway Recurrent Bottlenecks via Deep Reinforcement learning.
CoRR
Yuankai Wu, Huachun Tan, Bin Ran
2017 J jnl
Robust tensor decomposition based on Cauchy distribution and its applications.
Neurocomputing
Yuankai Wu, Huachun Tan, Yong Li, Feng Li, Hongwen He
2017 A* conf
Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering.
IJCAI
Zhuxi Jiang, Yin Zheng, Huachun Tan, Bangsheng Tang, Hanning Zhou
2016 J jnl
Estimating Missing Traffic Volume Using Low Multilinear Rank Tensor Completion.
J. Intell. Transp. Syst.
Bin Ran, Huachun Tan, Jianshuai Feng, Wuhong Wang, Yang Cheng, Peter Jing Jin
2016 — conf
Research on Pedestrian Detection Method Based on the Intersection with Fixed Camera.
ISCID (1)
Xinyu Xu, Zhaosheng Zhang, Wenliang Li, Huachun Tan
2016 J jnl
Short-Term Traffic Prediction Based on Dynamic Tensor Completion.
IEEE Trans. Intell. Transp. Syst.
Huachun Tan, Yuankai Wu, Bin Shen, Peter Jing Jin, Bin Ran
2016 J jnl
Short-term traffic flow forecasting with spatial-temporal correlation in a hybrid deep learning framework.
CoRR
Yuankai Wu, Huachun Tan
2016 J jnl
Variational Deep Embedding: A Generative Approach to Clustering.
CoRR
Zhuxi Jiang, Yin Zheng, Huachun Tan, Bangsheng Tang, Hanning Zhou
2015 J jnl
Traffic Speed Data Imputation Method Based on Tensor Completion.
Comput. Intell. Neurosci.
Bin Ran, Huachun Tan, Jianshuai Feng, Ying Liu, Wuhong Wang
2014 — conf
A novel curve lane detection based on Improved River Flow and RANSA.
ITSC
Huachun Tan, Yang Zhou, Yong Zhu, Danya Yao, Keqiang Li
2014 J jnl
Tensor completion via a multi-linear low-n-rank factorization model.
Neurocomputing
Huachun Tan, Bin Cheng, Wuhong Wang, Yu-Jin Zhang, Bin Ran
2013 J jnl
Low-n-rank tensor recovery based on multi-linear augmented Lagrange multiplier method.
Neurocomputing
Huachun Tan, Bin Cheng, Jianshuai Feng, Guangdong Feng, Wuhong Wang, Yu-Jin Zhang
2013 J jnl
New ICA Algorithms based on Special linear Group.
Int. J. Model. Simul. Sci. Comput.
Hang Tan, Xianhe Huang, Ying Tang, Huachun Tan
2012 — conf
A Novel Neural Network Approach for Computing Eigen-Pairs of Real Antisymmetric Matrices.
AICI
Hang Tan, Xianhe Huang, Huachun Tan, Ying Tang
2011 J jnl
Cellular automaton simulation of counter flow with paired pedestrians.
Int. J. Comput. Intell. Syst.
Hui Xiong, Xuedong Guo, Wuhong Wang, Huachun Tan, Heng Wei
2011 J jnl
Edge Eigenface Weighted Hausdorff Distance for Face Recognition.
Int. J. Comput. Intell. Syst.
Huachun Tan, Yu-Jin Zhang, Wuhong Wang, Guangdong Feng, Hui Xiong, Jie Zhang, Yong Li
2011 Misc conf
Tensor Recovery via Multi-linear Augmented Lagrange Multiplier Method.
ICIG
Huachun Tan, Bin Cheng, Jianshuai Feng, Guangdong Feng, Yu-Jin Zhang
2010 J jnl
A Framework for Function Allocations in Intelligent Driver Interface Design for Comfort and Safety.
Int. J. Comput. Intell. Syst.
Wuhong Wang, Fuguo Hou, Huachun Tan, Heiner Bubb
2010 B conf
Discovering latent semantic factors for emotional picture categorization.
ICIP
Shuo Li, Yu-Jin Zhang, Huachun Tan
2010 — conf
Modelling and Simulation for Safe Following Distance Based on Vehicle Braking Process.
ICEBE
Guangdong Feng, Wuhong Wang, Jianshuai Feng, Huachun Tan, Feng Li
2010 B conf
Research on the quantitative evaluation system for unmanned ground vehicles.
Intelligent Vehicles Symposium
Guangming Xiong, Xijun Zhao, Haiou Liu, Shaobin Wu, Jianwei Gong, Haojie Zhang, Huachun Tan, Huiyan Chen
2010 — conf
Vehicle Speed Measurement for Accident Scene Investigation.
ICEBE
Huachun Tan, Jie Zhang, Jianshuai Feng, Feng Li
2008 C conf
Extracting Auto-Correlation Feature for License Plate Detection Based on AdaBoost.
IDEAL
Huachun Tan, Yafeng Deng, Hao Chen
2007 — conf
Person-Similarity Weighted Feature for Expression Recognition.
ACCV (2)
Huachun Tan, Yu-Jin Zhang
2006 J jnl
A novel weighted Hausdorff distance for face localization.
Image Vis. Comput.
Huachun Tan, Yu-Jin Zhang
2006 — conf
An Energy Minimization Process for Extracting Eye Feature Based on Deformable Template.
ACCV (2)
Huachun Tan, Yu-Jin Zhang
2006 J jnl
Detecting eye blink states by tracking iris and eyelids.
Pattern Recognit. Lett.
Huachun Tan, Yu-Jin Zhang