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Yuankai Wu
ORCID
Publication Activity (10 Years)
Years Active: 2010-2024
Publications (10 Years): 45
Top Topics
Neural Network
Reinforcement Learning
Air Traffic Control
Tensor Decomposition
Top Venues
CoRR
IEEE Trans. Intell. Transp. Syst.
Neurocomputing
ITSC
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Publications
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Kun Wang
,
Hao Wu
,
Guibin Zhang
,
Junfeng Fang
,
Yuxuan Liang
,
Yuankai Wu
,
Roger Zimmermann
,
Yang Wang
Modeling Spatio-temporal Dynamical Systems with Neural Discrete Learning and Levels-of-Experts.
CoRR
(2024)
Yi Lin
,
Dongyue Guo
,
Yuankai Wu
,
Lishuai Li
,
Edmond Qi Wu
,
Wenyi Ge
Fuel consumption prediction for pre-departure flights using attention-based multi-modal fusion.
Inf. Fusion
101 (2024)
Yuankai Wu
,
Hongyu Yang
,
Yi Lin
,
Hong Liu
Spatiotemporal Propagation Learning for Network-Wide Flight Delay Prediction.
IEEE Trans. Knowl. Data Eng.
36 (1) (2024)
Qin Li
,
Xuan Yang
,
Yong Wang
,
Yuankai Wu
,
Deqiang He
Spatial-Temporal Traffic Modeling With a Fusion Graph Reconstructed by Tensor Decomposition.
IEEE Trans. Intell. Transp. Syst.
25 (2) (2024)
Wanlin Cai
,
Yuxuan Liang
,
Xianggen Liu
,
Jianshuai Feng
,
Yuankai Wu
MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting.
CoRR
(2024)
Xudong Wang
,
Yuankai Wu
,
Dingyi Zhuang
,
Lijun Sun
Low-Rank Hankel Tensor Completion for Traffic Speed Estimation.
IEEE Trans. Intell. Transp. Syst.
24 (5) (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)
Qinghong Guo
,
Renzong Lian
,
Kuo Ma
,
Luyang Hou
,
Yuankai Wu
Adapting Energy Management Strategies for Hybrid Electric Vehicles in Dynamic Driving Cycles Through Recurrent Policy.
SMC
(2023)
Site Mo
,
Haoxin Wang
,
Bixiong Li
,
Songhai Fan
,
Yuankai Wu
,
Xianggen Liu
TimeSQL: Improving Multivariate Time Series Forecasting with Multi-Scale Patching and Smooth Quadratic Loss.
CoRR
(2023)
Jinguo Cheng
,
Ke Li
,
Yuxuan Liang
,
Lijun Sun
,
Junchi Yan
,
Yuankai Wu
Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach.
CoRR
(2023)
Dongyue Guo
,
Edmond Qi Wu
,
Yuankai Wu
,
Jianwei Zhang
,
Rob Law
,
Yi Lin
FlightBERT: Binary Encoding Representation for Flight Trajectory Prediction.
IEEE Trans. Intell. Transp. Syst.
24 (2) (2023)
Chunwei Yang
,
Xiaoxu Chen
,
Lijun Sun
,
Hongyu Yang
,
Yuankai Wu
Enhancing Representation Learning for Periodic Time Series with Floss: A Frequency Domain Regularization Approach.
CoRR
(2023)
Yuankai Wu
,
Xin Su
,
Driton Salihu
,
Hao Xing
,
Marsil Zakour
,
Constantin Patsch
Modeling Action Spatiotemporal Relationships Using Graph-Based Class-Level Attention Network for Long-Term Action Detection.
IROS
(2023)
Mengying Lei
,
Aurélie Labbe
,
Yuankai Wu
,
Lijun Sun
Bayesian Kernelized Matrix Factorization for Spatiotemporal Traffic Data Imputation and Kriging.
IEEE Trans. Intell. Transp. Syst.
23 (10) (2022)
Qin Li
,
Xuan Yang
,
Yong Wang
,
Yuankai Wu
,
Deqiang He
Spatial-temporal traffic modeling with a fusion graph reconstructed by tensor decomposition.
CoRR
(2022)
Yuankai Wu
,
Renzong Lian
,
Yong Wang
,
Lin Yi
Benchmarking Deep Reinforcement Learning Based Energy Management Systems for Hybrid Electric Vehicles.
CICAI (2)
(2022)
Lei Wang
,
Hongyu Yang
,
Yi Lin
,
Suwan Yin
,
Yuankai Wu
Explainable and Safe Reinforcement Learning for Autonomous Air Mobility.
CoRR
(2022)
Chaojie Fan
,
Yong Peng
,
Shuangling Peng
,
Honghao Zhang
,
Yuankai Wu
,
Sam Kwong
Detection of Train Driver Fatigue and Distraction Based on Forehead EEG: A Time-Series Ensemble Learning Method.
IEEE Trans. Intell. Transp. Syst.
23 (8) (2022)
Xueqin Wang
,
Xinyue Xu
,
Yuankai Wu
,
Jun Liu
An effective spatiotemporal deep learning framework model for short-term passenger flow prediction.
Soft Comput.
26 (12) (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)
Yuankai Wu
,
Zhouyi Gu
,
Marsil Zakour
,
Rahul Gopal Chaudhari
Hand-object Interaction based Semi-automatic Objects Annotation for Human Activity Datasets.
MMSP
(2022)
Jianwei Zhang
,
Pan Zhang
,
Dongyue Guo
,
Yang Zhou
,
Yuankai Wu
,
Bo Yang
,
Yi Lin
Automatic repetition instruction generation for air traffic control training using multi-task learning with an improved copy network.
Knowl. Based Syst.
241 (2022)
Yuankai Wu
,
Hongyu Yang
,
Yi Lin
,
Hong Liu
Spatiotemporal Propagation Learning for Network-Wide Flight Delay Prediction.
CoRR
(2022)
Manoj Rohit Vemparala
,
Alexander Frickenstein
,
Nael Fasfous
,
Lukas Frickenstein
,
Qi Zhao
,
Sabine Kuhn
,
Daniel Ehrhardt
,
Yuankai Wu
,
Christian Unger
,
Naveen Shankar Nagaraja
,
Walter Stechele
BreakingBED - Breaking Binary and Efficient Deep Neural Networks by Adversarial Attacks.
CoRR
(2021)
Xueqin Wang
,
Xinyue Xu
,
Yuankai Wu
,
Jun Liu
A spatiotemporal graph convolution gated recurrent unit model for short-term passenger flow estimation.
ITSC
(2021)
Yuankai Wu
,
Dingyi Zhuang
,
Mengying Lei
,
Aurélie Labbe
,
Lijun Sun
Spatial Aggregation and Temporal Convolution Networks for Real-time Kriging.
CoRR
(2021)
Manoj Rohit Vemparala
,
Alexander Frickenstein
,
Nael Fasfous
,
Lukas Frickenstein
,
Qi Zhao
,
Sabine Kuhn
,
Daniel Ehrhardt
,
Yuankai Wu
,
Christian Unger
,
Naveen Shankar Nagaraja
,
Walter Stechele
BreakingBED: Breaking Binary and Efficient Deep Neural Networks by Adversarial Attacks.
IntelliSys (1)
(2021)
Yuankai Wu
,
Zhanhong Cheng
,
Lijun Sun
Individual Mobility Prediction via Attentive Marked Temporal Point Processes.
CoRR
(2021)
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)
Yuankai Wu
,
Dingyi Zhuang
,
Aurélie Labbe
,
Lijun Sun
Inductive Graph Neural Networks for Spatiotemporal Kriging.
AAAI
(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
,
Yuankai Wu
,
Dongyue Guo
,
Pan Zhang
,
Changyu Yin
,
Bo Yang
,
Jianwei Zhang
A Deep Learning Framework of Autonomous Pilot Agent for Air Traffic Controller Training.
IEEE Trans. Hum. Mach. Syst.
51 (5) (2021)
Xudong Wang
,
Yuankai Wu
,
Dingyi Zhuang
,
Lijun Sun
Low-Rank Hankel Tensor Completion for Traffic Speed Estimation.
CoRR
(2021)
Chenyang Xi
,
Tianyu Shi
,
Yuankai Wu
,
Lijun Sun
Efficient Motion Planning for Automated Lane Change based on Imitation Learning and Mixed-Integer Optimization.
ITSC
(2020)
Tianyu Shi
,
Jiawei Wang
,
Yuankai Wu
,
Lijun Sun
Towards Efficient Connected and Automated Driving System via Multi-agent Graph Reinforcement Learning.
CoRR
(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)
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)
Yuankai Wu
,
Dingyi Zhuang
,
Aurélie Labbe
,
Lijun Sun
Inductive Graph Neural Networks for Spatiotemporal Kriging.
CoRR
(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)
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)
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)
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)
Yuankai Wu
,
Yijian Wu
,
Xin Peng
,
Wenyun Zhao
Implementing Self-Adaptive Software Architecture by Reflective Component Model and Dynamic AOP: A Case Study.
QSIC
(2010)