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Vincent S. Tseng
Full Professor, National Yang Ming Chiao Tung University
Joined
July 2019
Names
Vincent S. Tseng
(Preferred)
,
Vincent Shin-Mu Tseng
,
Shin-Mu Tseng
Emails
****@cs.nctu.edu.tw
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@cs.nycu.edu.tw
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Full Professor
National Yang Ming Chiao Tung University
(nctu.edu.tw)
2015
–
Present
Full Professor
National Cheng Kung University
(ncku.edu.tw)
1999
–
2014
Advisors, Relations & Conflicts
No relations added
Expertise
time series
,
spatial-temporal mining
,
utility pattern mining
,
multi-modality
,
anomaly detection
,
medical applications
,
healthcare applications
,
financial applications
Present
Publications
MTSSRL-MD: Multi-Task Self-Supervised Representation Learning for EEG Signals across Multiple Datasets
I-Hui Li
,
Oscar Tai-Yuan Chen
,
Vincent S. Tseng
Submitted to ICLR 2026
Readers:
Everyone
Mining frequent weighted utility itemsets in hierarchical quantitative databases
Ham Nguyen
,
Tuong Le
,
Minh Nguyen
,
Philippe Fournier-Viger
,
Vincent S. Tseng
,
Bay Vo
2022 (modified: 23 Dec 2022)
Knowl. Based Syst. 2022
Readers:
Everyone
Periodic Attention-based Stacked Sequence to Sequence framework for long-term travel time prediction
Yu Huang
,
Hao Dai
,
Vincent S. Tseng
2022 (modified: 21 Jan 2023)
Knowl. Based Syst. 2022
Readers:
Everyone
A Novel Constraint-Based Knee- Guided Neuroevolutionary Algorithm for Context-Specific ECG Early Classification
Yu Huang
,
Gary G. Yen
,
Vincent S. Tseng
2022 (modified: 21 Jan 2023)
IEEE J. Biomed. Health Informatics 2022
Readers:
Everyone
Contrastive Heartbeats: Contrastive Learning for Self-Supervised ECG Representation and Phenotyping
Crystal T. Wei
,
Ming-En Hsieh
,
Chien-Liang Liu
,
Vincent S. Tseng
2022 (modified: 07 Feb 2023)
ICASSP 2022
Readers:
Everyone
Hierarchy-aware contrastive learning with late fusion for skin lesion classification
Benny Wei-Yun Hsu
,
Vincent S. Tseng
2022 (modified: 07 Feb 2023)
Comput. Methods Programs Biomed. 2022
Readers:
Everyone
A Survey of Utility-Oriented Pattern Mining
Wensheng Gan
,
Jerry Chun-Wei Lin
,
Philippe Fournier-Viger
,
Han-Chieh Chao
,
Vincent S. Tseng
,
Philip S. Yu
2021 (modified: 23 Dec 2022)
IEEE Trans. Knowl. Data Eng. 2021
Readers:
Everyone
Spatio-attention embedded recurrent neural network for air quality prediction
Yu Huang
,
Josh Jia-Ching Ying
,
Vincent S. Tseng
2021 (modified: 21 Jan 2023)
Knowl. Based Syst. 2021
Readers:
Everyone
Snippet Policy Network for Multi-class Varied-length ECG Early Classification
Yu Huang
,
Gary G. Yen
,
Vincent S. Tseng
2021 (modified: 21 Jan 2023)
CoRR 2021
Readers:
Everyone
Dynamic Graph Mining for Multi-weight Multi-destination Route Planning with Deadlines Constraints
Yu Huang
,
Josh Jia-Ching Ying
,
Philip S. Yu
,
Vincent S. Tseng
2021 (modified: 21 Jan 2023)
ACM Trans. Knowl. Discov. Data 2021
Readers:
Everyone
View all 50 publications
Co-Authors
Aijun An
Aluna Wang
Anh Nguyen
Bai-En Shie
Bay Vo
Benny Wei-Yun Hsu
Bin Xiao
Bo-Hau Lin
Che-Wei Huang
Che-Wei Liang
Cheng-Hao Chu
Cheng-Hung Tsai
Cheng-Wei Wu
Chi-Chiang Huang
Chia-Wei Huang
Chian-Yun Huang
Chien Lin
Chien-Feng Huang
Chien-Liang Liu
Chih-Hsin Chou
Chih-Ling Hsu
Ching-Jui Hsiao
Chon-Jei Lee
Christos Faloutsos
Chu-Feng Li
View all 92 co-authors