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Filtering by: Advisor Kong, Xiangnan Remove constraint Advisor: Kong, Xiangnan Collections PhD Dissertations Remove constraint Collections: PhD Dissertations Resource type Dissertation Remove constraint Resource type: Dissertation

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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
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
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
Redesigning Deep Neural Networks for Resource-Efficient Inference

Keyword:

Deep Learning, Neural Network, Efficient Inference, and Mobile Inference

Creator:

Dai, Xin

Advisor:

Guo, Tian and Kong, Xiangnan

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-01-26

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Attention-based Deep Learning Models for Text Classification and their Interpretability

Creator:

Sen, Cansu

Advisor:

Rundensteiner, Elke A. and Kong, Xiangnan

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-08-10

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Deep Learning on Graph-structured Data

Keyword:

graph attention, functional brain network analysis, network representation learning, deep learning, and graphs

Creator:

Lee, John Boaz T

Advisor:

Kong, Xiangnan

Publisher:

Worcester Polytechnic Institute

Date Created:

2019-11-11

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science

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PhD Dissertations[remove]6

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Creator

Dai, Xin1
Lee, John Boaz T1
Lin, Xika1
Sen, Cansu1
Thadajarassiri, Jidapa1
more Creators »

Advisor

Eltabakh, Mohamed Y.1
Guo, Tian1
Kong, Xiangnan[remove]6
Rundensteiner, Elke A.3

Contributor

Chen, Cindy1
Eltabakh, Mohamed Y.1
Guo, Tian2
Kong, Xiangnan6
Li, Yanhua1
more Contributors »

Unit (Department)

Computer Science4
Data Science2

Publisher

Worcester Polytechnic Institute6

Resource type

Dissertation[remove]6

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