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Filtering by: Contributor Kong, Xiangnan Collections PhD Dissertations

1. Modeling User Behaviors in Online Systems and Ubiquitous Devices

Creator:: Mou, Guanyi
Advisor:: Lee, Kyumin
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-04-19
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

2. Harnessing Incomplete, Noisy, and Multi-level Labels for Classification and Annotation Tasks

Keyword:: Large Language Model, Multi-Level Label, Incomplete Label, Noisy Label, In-Context Learning, and Foodborne Illness Detection
Creator:: Zhang, Dongyu
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-04-23
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

3. Knowledge Amalgamation from Heterogeneous Pre-Trained Models

Keyword:: Pre-Trained Models, Deep Learning, and Knowledge Amalgamation
Creator:: Thadajarassiri, Jidapa
Advisor:: Kong, Xiangnan and Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-04-18
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

4. Safe Control of Cyber-Physical Systems under False Data Injection Attacks

Creator:: Li, Zhouchi
Advisor:: Brown, Donald R.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-04-27
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Electrical & Computer Engineering

5. Frequent Pattern Mining Analytics

Creator:: Lin, Xika
Advisor:: Kong, Xiangnan, Rundensteiner, Elke A., and Eltabakh, Mohamed Y.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-12-11
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

6. MiseEnPlace : Fine- and Coarse-grained Approaches for Mobile-Oriented Deep Learning Inference

Keyword:: Mobile Deep Inference, Deep Learning, and Cloud Computing
Creator:: Ogden, Samuel
Advisor:: Guo, Tian
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-09-12
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

7. Entity Identification Based on Human Mobility Data

Keyword:: Spatio-temporal Data Ming, Urban Computing, and Entity Identification
Creator:: Ren, Huimin
Advisor:: Li, Yanhua
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-11-29
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

8. Spatial-Temporal Generative Adversarial Learning

Keyword:: Urban Computing, Spatial-Temporal Data Mining, Generative Adversarial Networks, Imitation Learning, Human Behavior Analysis, and Meta Learning
Creator:: Zhang, Yingxue
Advisor:: Li, Yanhua
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-04-19
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

9. Sparse Learning in Brain Networks and Brain-like Artificial Intelligence

Keyword:: sparse modeling, spiking neural network, gaussian mixture model, spatio-temporal data, graphical lasso, and spike train
Creator:: Yin, Hang
Advisor:: Kong, Xiangnan
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-04-21
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

10. Explaining Deep Time Series Classifiers

Creator:: Parvatharaju, Prathyush
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-12-15
Resource Type:: Dissertation
Degree:: MS
Unit (Department):: Data Science