[JCST 2023] "Inductive Lottery Ticket Learning for Graph Neural Networks" by Yongduo Sui, Xiang Wang, Tianlong Chen, Meng Wang, Xiangnan He, Tat-Seng Chua.
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Dec 23, 2023 - Python
[JCST 2023] "Inductive Lottery Ticket Learning for Graph Neural Networks" by Yongduo Sui, Xiang Wang, Tianlong Chen, Meng Wang, Xiangnan He, Tat-Seng Chua.
Web based Connect 4 game with an AI opponent.
Study and Implementation of various neural network pruning techniques. Extending the lottery ticket hypothesis to structured pruning for accelerated training while maintaining uncertainty and accuracy. The focus is on simplifying the model's complexity without sacrificing its overall performance or leading to overfitting.
Play the Othello board game against the algorithm and try to win!
This repository has the porpouse of give a solution to the travelling sales man problem
This repository contains scripts to prune Wav2vec2 using a neuroevolution-based method. More details about this method can be found in the paper Compressing Wav2vec2 for Embedded Applications.
Official code for "EC-SNN: Splitting Deep Spiking Neural Networks on Edge Devices" (IJCAI2024)
[NAACL Findings 2024] Pruning as a Domain-specific LLM Extractor. Support LLaMA2.
attention pruning
Predicting employee productivity using tree models (decision tree cassification, cross validation, minimal cost-complexity pruning, random forest)
Project code developed to accompany the thesis of the bachelor programme BSc Data Science and Artificial Intelligence taught @ Universiteit Maastricht. It consists in (re-)discovering Forbidden Minors for Treewidth, through a series of graph search/analysis techniques.
KEN: Unleash the power of large language models with the easiest and universal non-parametric pruning algorithm
Experiments for channel-based Structured Pruning Adapters
Hierarchical Ensemble Pruning
Caffe/Neon prototxt training file for our Neurocomputing2017 work: Fuzzy Quantitative Deep Compression Network
Java implementation of an automatic player for the Murus Gallicus game.
[AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models
Model optimizer used in Adlik.
Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models
A research library for pytorch-based neural network pruning, compression, and more.
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