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Filtro per: Advisor Kong, Xiangnan

1. Customizing Large Language Models for Automated Academic Advising at Universities

Parola chiave:: Advising, RAG, Embeddings, LLM, AI, and ChatGPT
Creatore:: Banerjee, Ronit
Advisor:: Kong, Xiangnan
Editore:: Worcester Polytechnic Institute
data di creazione:: 2024-04-25
Resource Type:: Major Qualifying Project

2. Quantized Mixture-of-LoRA-Experts for Low-Cost Training of Large Language Models

Creatore:: Ariyak, Alpay
Advisor:: Kong, Xiangnan
Editore:: Worcester Polytechnic Institute
data di creazione:: 2024-05-04
Resource Type:: Major Qualifying Project

3. Customizing Large Language Models for Automated Academic Advising at Universities

Parola chiave:: ChatGPT, RAG, AI, LLM, Embeddings, and Advising
Creatore:: Kiszla, Matthew, Butziger, Kathryn, and Filizzola Ortiz, Jose Fabrizio
Advisor:: Kong, Xiangnan
Editore:: Worcester Polytechnic Institute
data di creazione:: 2024-03-19
Resource Type:: Major Qualifying Project

4. Knowledge Amalgamation from Heterogeneous Pre-Trained Models

Parola chiave:: Pre-Trained Models, Deep Learning, and Knowledge Amalgamation
Creatore:: Thadajarassiri, Jidapa
Advisor:: Kong, Xiangnan and Rundensteiner, Elke A.
Editore:: Worcester Polytechnic Institute
data di creazione:: 2023-04-18
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

5. Design of Adjustable Rehabilitative-Assisted Mechanism for Rodents Suffering from Spinal Cord Injury

Parola chiave:: Rehabilitiave-Assisted Mechanism, Spinal Cord Injury, and Neuroscience
Creatore:: Tang, Zhengrong, Yan, Haojun, Dai, Yanbo, and Jia, Xianhan
Advisor:: Liu, Yuxiang and Kong, Xiangnan
Editore:: Worcester Polytechnic Institute
data di creazione:: 2023-03-24
Resource Type:: Major Qualifying Project

6. Frequent Pattern Mining Analytics

Creatore:: Lin, Xika
Advisor:: Kong, Xiangnan, Rundensteiner, Elke A., and Eltabakh, Mohamed Y.
Editore:: Worcester Polytechnic Institute
data di creazione:: 2022-12-11
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

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

Parola chiave:: sparse modeling, spiking neural network, gaussian mixture model, spatio-temporal data, graphical lasso, and spike train
Creatore:: Yin, Hang
Advisor:: Kong, Xiangnan
Editore:: Worcester Polytechnic Institute
data di creazione:: 2022-04-21
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

8. Redesigning Deep Neural Networks for Resource-Efficient Inference

Parola chiave:: Deep Learning, Neural Network, Efficient Inference, and Mobile Inference
Creatore:: Dai, Xin
Advisor:: Guo, Tian and Kong, Xiangnan
Editore:: Worcester Polytechnic Institute
data di creazione:: 2022-01-26
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

9. Competitive Opinion Maximization in Social Networks

Parola chiave:: Influence maximization and Opinion Maximization
Creatore:: Luo, Jianjun
Advisor:: Kong, Xiangnan
Editore:: Worcester Polytechnic Institute
data di creazione:: 2021-08-12
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

10. Cycles Improve Conditional Generators

Parola chiave:: GAN, Conditional, Deep Learning, Generation, Cycle, and Machine Leaning
Creatore:: Moore, Alexander M.
Advisor:: Paffenroth, Randy Clinton and Kong, Xiangnan
Editore:: Worcester Polytechnic Institute
data di creazione:: 2021-04-30
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science