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Scopus Author ID: 57203167953
Scopus Author ID: 57203167953

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Denmark, Vietnam

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Employment (5)

Aalborg University: Aalborg, DK

Employment
Source: check_circle
Aalborg University

Aalborg University: Aalborg, DK

2024-02-01 to present | Tenure-track Assistant Professor (Computer Science)
Employment
Source: Self-asserted source
Tung Kieu

RMIT Vietnam: Ho Chi Minh City, VN

2023-02-01 to 2024-01-31 | Lecturer (Information Technology)
Employment
Source: Self-asserted source
Tung Kieu

Aalborg Universitet: Aalborg Øst, Nordjylland, DK

2021-08-01 to 2023-01-31 | Assistant Professor (Computer Science)
Employment
Source: Self-asserted source
Tung Kieu

Aalborg Universitet: Aalborg Øst, Nordjylland, DK

2021-05-01 to 2021-08-01 | Research Assistant (Computer Science)
Employment
Source: Self-asserted source
Tung Kieu

Education and qualifications (4)

Aalborg Universitet: Aalborg Øst, Nordjylland, DK

2017-02-01 to 2021-01-05 | Ph.D. (Computer Science)
Education
Source: Self-asserted source
Tung Kieu

Vietnam National University Ho Chi Minh City: Ho Chi Minh City, VN

2013-09-01 to 2015-12-01 | M.Sc. (Computer Science)
Education
Source: Self-asserted source
Tung Kieu

University of Architecture Ho Chi Minh City: Ho Chi Minh City, VN

2009-09-01 to 2014-02-01
Education
Source: Self-asserted source
Tung Kieu

Vietnam National University Ho Chi Minh City: Ho Chi Minh City, VN

2008-09-01 to 2012-07-01 | B.Sc. (Computer Science)
Education
Source: Self-asserted source
Tung Kieu

Works (29)

Efficient Stochastic Routing in Path-Centric Uncertain Road Networks -- Extended Version

2024 | Preprint
URI:

https://arxiv.org/abs/2407.06881
Contributors: Chenjuan Guo; Ronghui Xu; Bin Yang; Ye Yuan; Tung Kieu; Yan Zhao; Christian S. Jensen
Source: Self-asserted source
Tung Kieu

QCore: Data-Efficient, On-Device Continual Calibration for Quantized Models -- Extended Version

2024 | Preprint
URI:

https://arxiv.org/abs/2404.13990
Contributors: David Campos; Bin Yang; Tung Kieu; Miao Zhang; Chenjuan Guo; Christian S. Jensen
Source: Self-asserted source
Tung Kieu

TEAM

2024 | Working paper | Author
DOI: 10.48550/arXiv.2410.19192
SOURCE-WORK-ID:

1f067799-ca44-428a-8de9-f8c19333653e
Contributors: Duc Kieu; Tung Kieu; Peng Han; Bin Yang; Christian S. Jensen; Bac Le
Source: check_circle
Aalborg University

Class-incremental learning with causal relational replay

Expert Systems with Applications
2024-09 | Journal article
DOI: 10.1016/j.eswa.2024.123901
Contributors: Toan Nguyen; Duc Kieu; Bao Duong; Tung Kieu; Kien Do; Thin Nguyen; Bac Le
Source: check_circle
Crossref

Efficient Stochastic Routing in Path-Centric Uncertain Road Networks

Proceedings of the VLDB Endowment
2024-07 | Journal article
DOI: 10.14778/3681954.3681971
Part of ISSN: 2150-8097
Contributors: Chenjuan Guo; Ronghui Xu; Bin Yang; Ye Yuan; Tung Kieu; Yan Zhao; Christian S. Jensen
Source: Self-asserted source
Tung Kieu

QCore: Data-Efficient, On-Device Continual Calibration for Quantized Models

Proceedings of the VLDB Endowment
2024-07 | Journal article
DOI: 10.14778/3681954.3681957
Part of ISSN: 2150-8097
Contributors: David Campos; Bin Yang; Tung Kieu; Miao Zhang; Chenjuan Guo; Christian S. Jensen
Source: Self-asserted source
Tung Kieu

WAVER: Writing-Style Agnostic Text-Video Retrieval Via Distilling Vision-Language Models Through Open-Vocabulary Knowledge

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2024-04-14 | Conference paper
DOI: 10.1109/icassp48485.2024.10446193
Contributors: Huy Le; Tung Kieu; Anh Nguyen; Ngan Le
Source: Self-asserted source
Tung Kieu
grade
Preferred source (of 2)‎

LightTS

Proceedings of the ACM on Management of Data
2023 | Journal article | Author
DOI: 10.1145/3589316
SOURCE-WORK-ID:

adf30c33-261a-4e1b-bab1-71c00d4727b7
Contributors: David Campos; Miao Zhang; Bin Yang; Tung Kieu; Chenjuan Guo; Christian S. Jensen
Source: check_circle
Aalborg University
grade
Preferred source (of 2)‎

LightTS: Lightweight Time Series Classification with Adaptive Ensemble Distillation -- Extended Version.

2023 | Working paper | Author
DOI: 10.48550/arXiv.2302.12721
SOURCE-WORK-ID:

03fd2fb7-133f-4c61-aff0-c29ba8c0032a
Contributors: David Campos; Miao Zhang; Bin Yang; Tung Kieu; Chenjuan Guo; Christian S. Jensen
Source: check_circle
Aalborg University

WAVER: Writing-style Agnostic Text-Video Retrieval via Distilling Vision-Language Models Through Open-Vocabulary Knowledge

2023 | Preprint
DOI: 10.48550/ARXIV.2312.09507
Contributors: Huy Le; Tung Kieu; Anh Nguyen; Ngan Le
Source: Self-asserted source
Tung Kieu

A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis.

2022 | Working paper | Author
DOI: 10.48550/ARXIV.2209.04635
SOURCE-WORK-ID:

977834ed-90d0-443b-8cfb-87c1eca4908b
Contributors: Yan Zhao; Liwei Deng; Xuanhao Chen; Chenjuan Guo; Bin Yang; Tung Kieu; Feiteng Huang; Torben Bach Pedersen; Kai Zheng; Christian S. Jensen
Source: check_circle
Aalborg University

Anomaly Detection in Time Series with Robust Variational Quasi-Recurrent Autoencoders

Proceeding of the 38th IEEE International Conference on Data Engineering, ICDE 2022
2022 | Conference paper | Author
DOI: 10.1109/ICDE53745.2022.00105
SOURCE-WORK-ID:

76d33695-6853-4a98-b7b3-042fef2c04a3

EID:

2-s2.0-85128127551

Part of ISBN: 9781665408837
Contributors: Tung Kieu; Bin Yang; Chenjuan Guo; Razvan-Gabriel Cirstea; Yan Zhao; Yale Song; Christian S. Jensen
Source: check_circle
Aalborg University

Outlier Detection for Streaming Task Assignment in Crowdsourcing.

Proceedings of the ACM Web Conference 2022, WWW 2022
2022 | Conference paper | Author
DOI: 10.1145/3485447.3512067
SOURCE-WORK-ID:

2cff9e24-c75c-4747-811a-ebd2e1b04e6a

EID:

2-s2.0-85128067910

Part of ISBN: 9781450390965
Contributors: Yan Zhao; Xuanhao Chen; Liwei Deng; Tung Kieu; Chenjuan Guo; Bin Yang; Kai Zheng; Christian S. Jensen
Source: check_circle
Aalborg University

Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection

Proceeding of the 38th IEEE International Conference on Data Engineering, ICDE 2022
2022 | Conference paper | Author
DOI: 10.1109/ICDE53745.2022.00273
SOURCE-WORK-ID:

d2f06b72-cf85-4ccb-b2fe-c3471f64b384

EID:

2-s2.0-85136383445

Part of ISBN: 9781665408837
Contributors: Tung Kieu; Bin Yang; Chenjuan Guo; Christian S. Jensen; Yan Zhao; Feiteng Huang; Kai Zheng
Source: check_circle
Aalborg University

Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection -- Extended Version.

CoRR
2022 | Journal article | Author
DOI: 10.48550/arXiv.2204.03341
SOURCE-WORK-ID:

d88c7355-2134-426a-8a31-a38eb8e6fdff
Contributors: Tung Kieu; Bin Yang; Chenjuan Guo; Christian S. Jensen; Yan Zhao; Feiteng Huang; Kai Zheng
Source: check_circle
Aalborg University

Towards Spatio- Temporal Aware Traffic Time Series Forecasting.

ICDE
2022 | Conference paper | Author
DOI: 10.1109/ICDE53745.2022.00262
SOURCE-WORK-ID:

325b7798-d196-4062-9037-a3dcef0916b0

EID:

2-s2.0-85128145460

Part of ISBN: 978-1-6654-0883-7
Contributors: Razvan-Gabriel Cirstea; Bin Yang; Chenjuan Guo; Tung Kieu; Shirui Pan
Source: check_circle
Aalborg University

Triformer

IJCAI
2022 | Conference paper | Author
DOI: 10.24963/ijcai.2022/277
SOURCE-WORK-ID:

c2eb8625-e6f0-4b27-a9dd-271b5d62f5fe

EID:

2-s2.0-85137695622
Contributors: Razvan-Gabriel Cirstea; Chenjuan Guo; Bin Yang; Tung Kieu; Xuanyi Dong; Shirui Pan
Source: check_circle
Aalborg University

Triformer

2022-04-28 | Working paper | Author
DOI: 10.48550/arXiv.2204.13767
SOURCE-WORK-ID:

d542daa2-80a4-4a84-930f-2cf3fd1b0fbc

ARXIV: http://arxiv.org/abs/2204.13767v1
Contributors: Razvan-Gabriel Cirstea; Chenjuan Guo; Bin Yang; Tung Kieu; Xuanyi Dong; Shirui Pan
Source: check_circle
Aalborg University

Towards Spatio-Temporal Aware Traffic Time Series Forecasting--Full Version

2022-03-29 | Working paper | Author
DOI: 10.48550/arXiv.2203.15737
SOURCE-WORK-ID:

41838ea4-3679-4bb7-8fe1-663985e13dbd

ARXIV: http://arxiv.org/abs/2203.15737v3
Contributors: Razvan-Gabriel Cirstea; Bin Yang; Chenjuan Guo; Tung Kieu; Shirui Pan
Source: check_circle
Aalborg University

Deep Autoencoders for Time Series Outlier Detection and Trajectory Clustering

Ph.d.-serien for Det Tekniske Fakultet for IT og Design, Aalborg Universitet
2021 | Dissertation or Thesis | Author
SOURCE-WORK-ID:

3089c043-b83e-441d-97c7-371e766018e2
Contributors: Tung Kieu
Source: check_circle
Aalborg University

EnhanceNet: Plugin neural networks for enhancing correlated time series forecasting

Proceedings - International Conference on Data Engineering
2021 | Conference paper
DOI: 10.1109/ICDE51399.2021.00153
EID:

2-s2.0-85097264905

Part of ISSN: 10844627
Contributors: Cirstea, R.-G.; Kieu, T.; Guo, C.; Yang, B.; Pan, S.J.
Source: Self-asserted source
Tung Kieu via Scopus - Elsevier
grade
Preferred source (of 2)‎

Unsupervised Time Series Outlier Detection with Diversity-Driven Convolutional Ensembles

Proceedings of the VLDB Endowment
2021 | Journal article
DOI: 10.14778/3494124.3494142
EID:

2-s2.0-85126344942

Part of ISSN: 21508097
Contributors: Campos, D.; Kieu, T.; Guo, C.; Huang, F.; Zheng, K.; Yang, B.; Jensen, C.S.
Source: Self-asserted source
Tung Kieu via Scopus - Elsevier
grade
Preferred source (of 2)‎

Unsupervised Time Series Outlier Detection with Diversity-Driven Convolutional Ensembles - Extended Version.

2021 | Other | Author
SOURCE-WORK-ID:

3bdf1f84-480d-442c-90ec-8de582735f3e
Contributors: David Campos; Tung Kieu; Chenjuan Guo; Feiteng Huang; Kai Zheng; Bin Yang; Christian S. Jensen
Source: check_circle
Aalborg University

Unsupervised time series outlier detection with diversity-driven convolutional ensembles-extended version

arXiv
2021 | Other
EID:

2-s2.0-85120498975

Part of ISSN: 23318422
Contributors: Campos, D.; Kieu, T.; Guo, C.; Huang, F.; Zheng, K.; Yang, B.; Jensen, C.S.
Source: Self-asserted source
Tung Kieu via Scopus - Elsevier

Multiple electric energy consumption forecasting using a cluster-based strategy for transfer learning in smart building

Sensors (Switzerland)
2020 | Journal article
DOI: 10.3390/s20092668
EID:

2-s2.0-85084253242

Part of ISSN: 14248220
Contributors: Le, T.; Vo, M.T.; Kieu, T.; Hwang, E.; Rho, S.; Baik, S.W.
Source: Self-asserted source
Tung Kieu via Scopus - Elsevier
grade
Preferred source (of 2)‎

Outlier detection for time series with recurrent autoencoder ensembles

IJCAI International Joint Conference on Artificial Intelligence
2019 | Conference paper
DOI: 10.24963/ijcai.2019/378
EID:

2-s2.0-85069505455

Part of ISSN: 10450823
Contributors: Kieu, T.; Yang, B.; Guo, C.; Jensen, C.S.
Source: Self-asserted source
Tung Kieu via Scopus - Elsevier
grade
Preferred source (of 2)‎

Outlier detection for multidimensional time series using deep neural networks

Proceedings - IEEE International Conference on Mobile Data Management
2018 | Conference paper
DOI: 10.1109/MDM.2018.00029
EID:

2-s2.0-85050812217

Part of ISSN: 15516245
Contributors: Kieu, T.; Yang, B.; Jensen, C.S.
Source: Self-asserted source
Tung Kieu via Scopus - Elsevier
grade
Preferred source (of 2)‎

Distinguishing Trajectories from Different Drivers using Incompletely Labeled Trajectories

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018
2018-10-17 | Conference paper | Author
DOI: 10.1145/3269206.3271762
SOURCE-WORK-ID:

11c76413-eb78-41c4-bf8d-e11546cfb2af

EID:

2-s2.0-85058041785

Part of ISBN: 978-1-4503-6014-2
Contributors: Tung Kieu; Bin Yang; Chenjuan Guo; Christian S. Jensen
Source: check_circle
Aalborg University

Mining top-k co-occurrence items with sequential pattern

Expert Systems with Applications
2017 | Journal article
DOI: 10.1016/j.eswa.2017.05.021
EID:

2-s2.0-85019574472

Part of ISSN: 09574174
Contributors: Kieu, T.; Vo, B.; Le, T.; Deng, Z.-H.; Le, B.
Source: Self-asserted source
Tung Kieu via Scopus - Elsevier
grade
Preferred source (of 2)‎

Peer review (3 reviews for 2 publications/grants)

Review activity for Machine learning. (2)
Review activity for Transportation research. (1)
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