Підписатись
Tung Kieu
Tung Kieu
Aalborg University, Department of Computer Science
Підтверджена електронна адреса в cs.aau.dk - Домашня сторінка
Назва
Посилання
Посилання
Рік
Outlier Detection for Time Series with Recurrent Autoencoder Ensembles.
T Kieu, B Yang, C Guo, CS Jensen
Proceeding of the 28th International Joint Conference on Artificial …, 2019
3452019
Outlier Detection for Multidimensional Time Series using Deep Neural Networks
T Kieu, B Yang, CS Jensen
Proceeding of the 19th IEEE International Conference on Mobile Data …, 2018
2542018
Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting
RG Cirstea, C Guo, B Yang, T Kieu, X Dong, S Pan
Proceedings of the 31st International Joint Conference on Artificial …, 2022
146*2022
Towards Spatio-Temporal Aware Traffic Time Series Forecasting
RG Cirstea, B Yang, C Guo, T Kieu, S Pan
Proceeding of the 38th IEEE International Conference on Data Engineering (ICDE), 2022
1172022
Multiple Electric Energy Consumption Forecasting using a Cluster-based Ttrategy for Transfer Learning in Smart Building
T Le, MT Vo, T Kieu, E Hwang, S Rho, SW Baik
Sensors 20 (9), 2668, 2020
782020
Enhancenet: Plugin Neural Networks for Enhancing Correlated Time Series Forecasting
RG Cirstea, T Kieu, C Guo, B Yang, SJ Pan
Proceeding of the 37th IEEE International Conference on Data Engineering …, 2021
742021
Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection
T Kieu, B Yang, C Guo, CS Jensen, Y Zhao, F Huang, K Zheng
Proceeding of the 38th IEEE International Conference on Data Engineering …, 2022
702022
Anomaly Detection in Time Series with Robust Variational Quasi-Recurrent Autoencoders
T Kieu, B Yang, C Guo, RG Cirstea, Y Zhao, Y Song, CS Jensen
Proceeding of the 38th IEEE International Conference on Data Engineering (ICDE), 2022
652022
Unsupervised Time Series Outlier Detection with Diversity-Driven Convolutional Ensembles
D Campos, T Kieu, C Guo, F Huang, K Zheng, B Yang, CS Jensen
Proceedings of the 48th VLDB Endowment (VLDB) 15 (3), 611-623, 2021
61*2021
Distinguishing Trajectories from Different Drivers using Incompletely Labeled Trajectories
T Kieu, B Yang, C Guo, CS Jensen
Proceedings of the 27th ACM International Conference on Information and …, 2018
612018
LightTS: Lightweight Time Series Classification with Adaptive Ensemble Distillation
D Campos, M Zhang, B Yang, T Kieu, C Guo, CS Jensen
Proceedings of the 46th ACM on Management of Data (SIGMOD) 1 (2), 1-27, 2023
442023
Mining Top-k Co-occurrence Items with Sequential Pattern
T Kieu, B Vo, T Le, ZH Deng, B Le
Expert Systems with Applications 85, 123-133, 2017
412017
Outlier Detection for Streaming Task Assignment in Crowdsourcing
Y Zhao, X Chen, L Deng, T Kieu, C Guo, B Yang, K Zheng, CS Jensen
Proceeding of the 31st Web Conference (WWW), 2022
292022
A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis--Extended Version
Y Zhao, L Deng, X Chen, C Guo, B Yang, T Kieu, F Huang, TB Pedersen, ...
arXiv preprint arXiv:2209.04635, 2022
172022
QCore: Data-Efficient, On-Device Continual Calibration for Quantized Models--Extended Version
D Campos, B Yang, T Kieu, M Zhang, C Guo, CS Jensen
arXiv preprint arXiv:2404.13990, 2024
72024
TEAM: Topological Evolution-aware Framework for Traffic Forecasting
D Kieu, T Kieu, P Han, B Yang, CS Jensen, B Le
Proceedings of the 51th VLDB Endowment (VLDB) 18 (2), 265--278, 2025
52025
Class-incremental Learning with Causal Relational Replay
T Nguyen, D Kieu, B Duong, T Kieu, K Do, T Nguyen, B Le
Expert Systems with Applications, 123901, 2024
52024
Efficient Stochastic Routing in Path-Centric Uncertain Road Networks
C Guo, R Xu, B Yang, Y Yuan, T Kieu, Y Zhao, CS Jensen
Proceedings of the 50th VLDB Endowment (VLDB) 17 (11), 2893-2905, 2024
32024
WAVER: Writing-Style Agnostic Text-Video Retrieval Via Distilling Vision-Language Models Through Open-Vocabulary Knowledge
H Le, T Kieu, A Nguyen, N Le
Proceeding of the 49th IEEE International Conference on Acoustics, Speech …, 2024
22024
Efficient Stochastic Routing in Path-Centric Uncertain Road Networks--Extended Version
C Guo, R Xu, B Yang, Y Yuan, T Kieu, Y Zhao, CS Jensen
arXiv preprint arXiv:2407.06881, 2024
12024
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