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Tung Kieu
ORCID
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 20
Top Topics
Outlier Detection
Neural Network
Density Ratio Estimation
Multidimensional Time Series
Top Venues
CoRR
ICDE
IJCAI
Proc. ACM Manag. Data
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Publications
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David Campos
,
Miao Zhang
,
Bin Yang
,
Tung Kieu
,
Chenjuan Guo
,
Christian S. Jensen
LightTS: Lightweight Time Series Classification with Adaptive Ensemble Distillation - Extended Version.
CoRR
(2023)
David Campos
,
Miao Zhang
,
Bin Yang
,
Tung Kieu
,
Chenjuan Guo
,
Christian S. Jensen
LightTS: Lightweight Time Series Classification with Adaptive Ensemble Distillation.
Proc. ACM Manag. Data
1 (2) (2023)
Huy Le
,
Tung Kieu
,
Anh Nguyen
,
Ngan Le
WAVER: Writing-style Agnostic Video Retrieval via Distilling Vision-Language Models Through Open-Vocabulary Knowledge.
CoRR
(2023)
Razvan-Gabriel Cirstea
,
Bin Yang
,
Chenjuan Guo
,
Tung Kieu
,
Shirui Pan
Towards Spatio-Temporal Aware Traffic Time Series Forecasting-Full Version.
CoRR
(2022)
Razvan-Gabriel Cirstea
,
Bin Yang
,
Chenjuan Guo
,
Tung Kieu
,
Shirui Pan
Towards Spatio- Temporal Aware Traffic Time Series Forecasting.
ICDE
(2022)
Razvan-Gabriel Cirstea
,
Chenjuan Guo
,
Bin Yang
,
Tung Kieu
,
Xuanyi Dong
,
Shirui Pan
Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting-Full Version.
CoRR
(2022)
Yan Zhao
,
Liwei Deng
,
Xuanhao Chen
,
Chenjuan Guo
,
Bin Yang
,
Tung Kieu
,
Feiteng Huang
,
Torben Bach Pedersen
,
Kai Zheng
,
Christian S. Jensen
A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis.
CoRR
(2022)
Tung Kieu
,
Bin Yang
,
Chenjuan Guo
,
Christian S. Jensen
,
Yan Zhao
,
Feiteng Huang
,
Kai Zheng
Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection - Extended Version.
CoRR
(2022)
Razvan-Gabriel Cirstea
,
Chenjuan Guo
,
Bin Yang
,
Tung Kieu
,
Xuanyi Dong
,
Shirui Pan
Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting.
IJCAI
(2022)
Tung Kieu
,
Bin Yang
,
Chenjuan Guo
,
Christian S. Jensen
,
Yan Zhao
,
Feiteng Huang
,
Kai Zheng
Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection.
ICDE
(2022)
Tung Kieu
,
Bin Yang
,
Chenjuan Guo
,
Razvan-Gabriel Cirstea
,
Yan Zhao
,
Yale Song
,
Christian S. Jensen
Anomaly Detection in Time Series with Robust Variational Quasi-Recurrent Autoencoders.
ICDE
(2022)
Yan Zhao
,
Xuanhao Chen
,
Liwei Deng
,
Tung Kieu
,
Chenjuan Guo
,
Bin Yang
,
Kai Zheng
,
Christian S. Jensen
Outlier Detection for Streaming Task Assignment in Crowdsourcing.
WWW
(2022)
David Campos
,
Tung Kieu
,
Chenjuan Guo
,
Feiteng Huang
,
Kai Zheng
,
Bin Yang
,
Christian S. Jensen
Unsupervised Time Series Outlier Detection with Diversity-Driven Convolutional Ensembles - Extended Version.
CoRR
(2021)
Razvan-Gabriel Cirstea
,
Tung Kieu
,
Chenjuan Guo
,
Bin Yang
,
Sinno Jialin Pan
EnhanceNet: Plugin Neural Networks for Enhancing Correlated Time Series Forecasting.
ICDE
(2021)
David Campos
,
Tung Kieu
,
Chenjuan Guo
,
Feiteng Huang
,
Kai Zheng
,
Bin Yang
,
Christian S. Jensen
Unsupervised Time Series Outlier Detection with Diversity-Driven Convolutional Ensembles.
Proc. VLDB Endow.
15 (3) (2021)
Tuong Le
,
Minh Thanh Vo
,
Tung Kieu
,
Eenjun Hwang
,
Seungmin Rho
,
Sung Wook Baik
Multiple Electric Energy Consumption Forecasting Using a Cluster-Based Strategy for Transfer Learning in Smart Building.
Sensors
20 (9) (2020)
Tung Kieu
,
Bin Yang
,
Chenjuan Guo
,
Christian S. Jensen
Outlier Detection for Time Series with Recurrent Autoencoder Ensembles.
IJCAI
(2019)
Tung Kieu
,
Bin Yang
,
Chenjuan Guo
,
Christian S. Jensen
Distinguishing Trajectories from Different Drivers using Incompletely Labeled Trajectories.
CIKM
(2018)
Tung Kieu
,
Bin Yang
,
Christian S. Jensen
Outlier Detection for Multidimensional Time Series Using Deep Neural Networks.
MDM
(2018)
Tung Kieu
,
Bay Vo
,
Tuong Le
,
Zhi-Hong Deng
,
Bac Le
Mining top-k co-occurrence items with sequential pattern.
Expert Syst. Appl.
85 (2017)