Pei Liu

TFDeepSurv. COX Proportional risk model and survival analysis implemented by tensorflow.

Pipeline-Processing-TCGA-Slides-for-MIL. This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.

VLSA. Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology (ICLR 2025)

PseMix. Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)

AdvMIL. AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)

Tutorial-Machine-Learning-Based-Survival-Analysis. This repository is a tutorial about survival analysis based on advanced machine learning methods including Random Forest, Gradient Boosting Tree and XGBoost. All of them are implemented in R.

DSCA. [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis

libsurv. A library of survival model

MIREL. Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation (ICML 2024)

GraphLSurv. GraphLSurv: A Scalable Survival Prediction Network with Adaptive and Sparse Structure Learning for Histopathological Whole-Slide Images -- CMPB 2023

CROPKT. Cross-Cancer Knowledge Transfer in WSI-based Prognosis Prediction (https://arxiv.org/abs/2508.13482)

STEPH. Sparse Task Vector Mixup with Hypernetworks for Efficient Knowledge Transfer in Whole-Slide Image Prognosis (CVPR 2026)

HitBoost. Survival Analysis via a Multi-output Gradient Boosting Decision Tree method

FP-Tree. FP-Tree实现的频繁模式挖掘

dockers-jupyter-env. Docker image of Livy + Spark + Anaconda

MyCompiler. 《编译原理》课程 - 编译器实现

ShadowsocksManager. manager your server's port!

My-Blog. 个人搭建的一个博客系统 刚刚从coding.net迁过来的