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Kong, Xiangnan
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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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Dai, Xin
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Lee, John Boaz T
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Lin, Xika
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Eltabakh, Mohamed Y.
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Guo, Tian
1
Kong, Xiangnan
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6
Rundensteiner, Elke A.
3
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Chen, Cindy
1
Eltabakh, Mohamed Y.
1
Guo, Tian
2
Kong, Xiangnan
6
Li, Yanhua
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Unit (Department)
Computer Science
4
Data Science
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Worcester Polytechnic Institute
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