Zhanpeng Zhou's repositories
tesla-stock-prediction
Explore TESLA stock price (time-series) using ARIMA & GARCH model.
faithful-baseline-value
[ICLR 2023] Code release for "Can We Faithfully Represent Absence States to Compute Shapley Values on a DNN?"
Cross-Task-Linearity
[ICML 2024] Code release for "On the Emergence of Cross-Task Linearity in Pretraining-Finetuning Paradigm"
BN-blindness
[AAAI 2024 Oral] Code release for "Batch Normalization Is Blind to the First and Second Derivatives of the Loss"
entity-disambiguation-enterpriseKG
Benchmark different node embedding methods to deal with named entity disambiguation problem in Enterprise KG
neo4j-enterprise-KG
The project is used to construct enterprise KG using neo4j graph database.
VE401-SP21-RC
Tex and pdf files of slides for VE401 SP21 recitation classes
boundary-element-method
Explore the internal principle and performance of boundary element method by solving a simple Dirichlet problem
cache-verilog-modeling
cache modeling using verilog
federated-learning-environment
federated learning standalone modeling environment
GMM-KMeans-clustering
Using GMM and KMeans implemented with julia do location prediction.
jointly-embedding
jointly embedding both texts and knowledge graph into same space
MIPS-pipeline-processor
MIPS pipeline processor modeling by verilog
zzp1012.github.io
Personal Website
cluster-algo-DeepFashion
test different clustering algorithm on DeepFashion dataset
feature-learning-ipynb
Backup the Jupyter notebook for experiments of feature learning.
fMRI-zero-shot
Zero-Shot Learning using fMRI Imaging Data
Midea-competition
This repo containing source code for Midea-competition.
NLI-LM-finetune
finetune the language model for task of natural language inference
noisy-classification-task
keep train data clean but noisy test data (CS7304H Statistical Learning 2022fall Project)
parking-lot-modeling-OpenGL
This is the last project of VG101 which is hard.
pure-python-network-algos
Serveral network algorithms implemented using pure-python
realNVP
PyTorch implementation of realNVP
topological-sort-OCaml
Topological sort implemented by OCaml
traffic-modeling-MATLAB
Actually I am just a programming beginner, so the first project is the worst.