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Qiao Liu's Projects

aster icon aster

ASTER: accurately estimating the number of cell types in single-cell chromatin accessibility data

audionet icon audionet

A deep neural network for audio recognition with online prediction website

be-abc icon be-abc

An improved artificial bee colony algorithm for protein folding optimization

causalegm icon causalegm

Deep Encoding Generative Modeling for Causal Inference

couplertm icon couplertm

CoupleRTM: Co-embedding and couple clustering with Roundtrip model

deepcage icon deepcage

Incorporating Transcription Factors in Genome-wide Prediction of Chromatin Accessibility

deepcdr icon deepcdr

Cancer Drug Response Prediction via a Hybrid Graph Convolutional Network

deopen icon deopen

A hybrid deep convolutional neural network for predicting chromatin accessibility

hicgan icon hicgan

Hi-C data super-resolution with generative adversarial networks

jae icon jae

Single cell joint embedding and modality prediction with autoencoder

kmerforest icon kmerforest

A sequence-based method to predict the impact of regulatory variants using random forest

lrcn icon lrcn

Chinese Image Captioning based on Long-term Recurrent Convolutional Networks

roundtrip icon roundtrip

Roundtrip: density estimation with deep generative neural networks

scdec icon scdec

Simultaneous deep generative modeling and clustering of single cell genomic data

scdec-hi-c icon scdec-hi-c

Deep embedding clustering for single cell Hi-C data

scdeephic icon scdeephic

Deep clustering and embedding of sc-Hi-C data

scmtg icon scmtg

Single cell time-course analysis by learning the Markov Transition Generator

sctrace icon sctrace

Time-course single-cell multimodal analysis and trajectory inference using deep generative models

scvelo icon scvelo

RNA Velocity generalized through dynamical modeling

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