CHEN_QUN's repositories
spin-glass-phase-detection-ML
This program calculates the similarity percentage of a spin-glass system with a fully connected set of interactions (SK model).
bilinear-sequence-regression
Code for the paper "Bilinear Sequence Regression: Model for Learning from Long Sequences of High-dimensional Tokens"
MCMC_for_RademacherMF
MCMC procedure for Bayes optimal matrix factorization with a Rademacher Prior
Unlearn-Simple
"Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning" by Chongyu Fan*, Jiancheng Liu*, Licong Lin*, Jinghan Jia, Ruiqi Zhang, Song Mei, Sijia Liu
N2
This is the official implementation of the NeurIPS 2024 paper "Towards Dynamic Message Passing on Graphs".
ctseg
A segment picture impurity solver with spin-spin interactions.
SSMA
SSMA paper code
IWAI2024-ambiguity
Expected free energy minimization with approximations to nonlinear observation functions
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
FTNMP-for-SAT
Factor tensor network message passing for # SAT：counting number of solutions in satisfiability problems with tensor network message passing
longhorn
Official PyTorch Implementation of the Longhorn Deep State Space Model
score-based-channels
Source code for paper "MIMO Channel Estimation using Score-Based Generative Models", published in IEEE Transactions on Wireless Communications.
qMRI_AMP
Accelerated Model-based T1, T2* and Proton Density Mapping
Method-of-Moments-Inference-for-GLMs
Simulation for "Method-of-Moments Inference for GLMs and Doubly Robust Functionals under Proportional Asymptotics"
OST
The code implementation for the paper "One-step Spiking Transformer with a Linear Complexity", IJCAI 2024.
ExtensiveWidthQuadraticSamples
Code repository for the paper "Bayes-optimal learning of an extensive-width neural network from quadratically many samples"
UniGAP
The codings of paper 'UniGAP: A Universal and Adaptive Graph Upsampling Approach to Mitigate Over-Smoothing in Node Classification Tasks'
SC_AMP_QGT
Includes code used to produce all figures in "Quantitative Group Testing and Pooled Data in the Linear Regime with Sublinear Tests" by Nelvin Tan, Pablo Pascual Cobo and Ramji Venkataramanan - add arXiv link.
DSMP
Repository of Deep Scattering Message Passing