Deep learning prediction of chemical-induced dose-dependent and context-specific multiplex phenotype responses and its application to personalized alzheimer's disease drug repurposing.

[BibT_eX]

[DOI]

You Wu

Qiao Liu

Yue Qiu

Lei Xie

PLoS Comput. Biol., 2022

DeepCAGE: Incorporating Transcription Factors in Genome-wide Prediction of Chromatin Accessibility.

[BibT_eX]

[DOI]

Genom. Proteom. Bioinform., 2022

A Pareto-based hybrid iterated greedy algorithm for energy-efficient scheduling of distributed hybrid flowshop.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

CausalEGM: a general causal inference framework by encoding generative modeling.

[BibT_eX]

[DOI]

Qiao Liu

Zhongren Chen

Wing Hung Wong

CoRR, 2022

Mutual Information Learned Regressor: an Information-theoretic Viewpoint of Training Regression Systems.

[BibT_eX]

[DOI]

CoRR, 2022

Mutual Information Learned Classifiers: an Information-theoretic Viewpoint of Training Deep Learning Classification Systems.

[BibT_eX]

[DOI]

CoRR, 2022

Graph Convolutional Networks for Multi-modality Medical Imaging: Methods, Architectures, and Clinical Applications.

[BibT_eX]

[DOI]

CoRR, 2022

DualGCN: a dual graph convolutional network model to predict cancer drug response.

[BibT_eX]

[DOI]

BMC Bioinform., 2022

Small molecule modulation of microbiota: a systems pharmacology perspective.

[BibT_eX]

[DOI]

Qiao Liu

Bohyun Lee

Lei Xie

BMC Bioinform., 2022

scGraph: a graph neural network-based approach to automatically identify cell types.

[BibT_eX]

[DOI]

Bioinform., 2022

Real-time processing of force sensor signals based on LSTM-RNN.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2022

Numerical Simulation of Hydrofoil Cavitation Based on OpenFOAM.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Computer Science and Application Engineering, 2022

2021

An Overview of Eco-Driving Theory, Capability Evaluation, and Training Applications.

[BibT_eX]

[DOI]

Sensors, 2021

TranSynergy: Mechanism-driven interpretable deep neural network for the synergistic prediction and pathway deconvolution of drug combinations.

[BibT_eX]

[DOI]

Qiao Liu

Lei Xie

PLoS Comput. Biol., 2021

Simultaneous deep generative modelling and clustering of single-cell genomic data.

[BibT_eX]

[DOI]

Nat. Mach. Intell., 2021

OpenAnnotate: a web server to annotate the chromatin accessibility of genomic regions.

[BibT_eX]

[DOI]

Nucleic Acids Res., 2021

Stimulating Consumption at Low Budget: Evidence from a Large-Scale Policy Experiment Amid the COVID-19 Pandemic.

[BibT_eX]

[DOI]

Manag. Sci., 2021

Relational Learning with Gated and Attentive Neighbor Aggregator for Few-Shot Knowledge Graph Completion.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Boost Neural Networks by Checkpoints.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Multimodal single cell data integration challenge: Results and lessons learned.

[BibT_eX]

[DOI]

Angela Oliveira Pisco

Jonathan Bloom

Smita Krishnaswamy

Fabian J. Theis

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

Adversarial Spectral Kernel Matching for Unsupervised Time Series Domain Adaptation.

[BibT_eX]

[DOI]

Qiao Liu

Hui Xue

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Resource Allocation Scheme for Secure Transmission in D2D Underlay Communications.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Communication Technology, 2021

Bayesian Approach for Band-Limited Digital Predistortion of RF Power Amplifiers.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Communication Technology, 2021

Analysis of Risk Factors for Hyperglycemia and GHR Gene Polymorphism in Growth Hormone secreting Pituitary Adenoma.

[BibT_eX]

[DOI]

Proceedings of the BIBE 2021: The Fifth International Conference on Biological Information and Biomedical Engineering, 2021

2020

Roundtrip: A Deep Generative Neural Density Estimator.

[BibT_eX]

[DOI]

CoRR, 2020

Quantifying functional impact of non-coding variants with multi-task Bayesian neural network.

[BibT_eX]

[DOI]

Bioinform., 2020

A note on blow-up criterion of the 3d magnetic Bénard equations.

[BibT_eX]

[DOI]

Qiao Liu

Appl. Math. Lett., 2020

Reinforced Molecular Optimization with Neighborhood-Controlled Grammars.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Feature-Enhanced Graph Networks for Genetic Mutational Prediction Using Histopathological Images in Colon Cancer.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

EpiFIT: functional interpretation of transcription factors based on combination of sequence and epigenetic information.

[BibT_eX]

[DOI]

Quant. Biol., 2019

Prediction of off-target specificity and cell-specific fitness of CRISPR-Cas System using attention boosted deep learning and network-based gene feature.

[BibT_eX]

[DOI]

Qiao Liu

Di He

Lei Xie

PLoS Comput. Biol., 2019

DeepHistone: a deep learning approach to predicting histone modifications.

[BibT_eX]

[DOI]

BMC Genom., 2019

hicGAN infers super resolution Hi-C data with generative adversarial networks.

[BibT_eX]

[DOI]

Qiao Liu

Hairong Lv

Rui Jiang

Bioinform., 2019

Cone-Beam Computed Tomography Deblurring Using an Overrelaxed Chambolle-Pock Algorithm.

[BibT_eX]

[DOI]

IEEE Access, 2019

Automatically Structuring on Chinese Ultrasound Report of Cerebrovascular Diseases via Natural Language Processing.

[BibT_eX]

[DOI]

IEEE Access, 2019

2018

Glacier Change, Supraglacial Debris Expansion and Glacial Lake Evolution in the Gyirong River Basin, Central Himalayas, between 1988 and 2015.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Detection of power quality disturbances using an adaptive process noise covariance Kalman filter.

[BibT_eX]

[DOI]

Digit. Signal Process., 2018

On 3D MHD equations with regularity in one directional derivative of the velocity.

[BibT_eX]

[DOI]

Qiao Liu

Comput. Math. Appl., 2018

Chromatin accessibility prediction via a hybrid deep convolutional neural network.

[BibT_eX]

[DOI]

Bioinform., 2018

2017

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

[BibT_eX]

[DOI]

Qiao Liu

Mingxin Gan

Rui Jiang

BMC Syst. Biol., 2017

New Tikhonov Regularization for Blind Image Restoration.

[BibT_eX]

[DOI]

Yuying Shi

Qiao Liu

Yonggui Zhu

Proceedings of the Image and Graphics - 9th International Conference, 2017

VariFunNet, an integrated multiscale modeling framework to study the effects of rare non-coding variants in genome-wide association studies: Applied to Alzheimer's disease.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016

On weak-strong uniqueness of solutions to the generalized incompressible Navier-Stokes equations.

[BibT_eX]

[DOI]

Qiao Liu

Comput. Math. Appl., 2016

Physical Layer Secure Information Exchange Protocol for MIMO Ad Hoc Networks against Passive Attacks.

[BibT_eX]

[DOI]

Qiao Liu

Guang Gong

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015

Analyze Login and Certification Time Based on SOA with EIP Architecture.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

Exploring the User Response Time of Login Application Based on SOAE.

[BibT_eX]

[DOI]

2013

Logarithmically improved criteria for the 3D nematic liquid crystal flows in the Morrey-Campanato space.

[BibT_eX]

[DOI]

Qiao Liu

Pingan Zhang

Sadek Gala

Comput. Math. Appl., 2013

Logarithmically improved regularity criterion for the nematic liquid crystal flows in Ḃ∞, ∞-1 space.

[BibT_eX]

[DOI]

Sadek Gala

Qiao Liu

Maria Alessandra Ragusa

Comput. Math. Appl., 2013

Matrix-Query: A Distributed SQL-Like Query Processing Model for Large Database Clusters.

[BibT_eX]

[DOI]

Qiao Liu

Ping Ji

Yuan Zuo

Proceedings of the 2013 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2013

2012

Circular Cone: A novel approach for protein ligand shape matching using modified PCA.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2012

5/3 integer wavelet transform for images based on Visual C++.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Digital Image Processing, 2012

Performance of improved SLM method under multipath fading channel in OFDM systems.

[BibT_eX]

[DOI]

Ken Long

Qiao Liu

Yi Wang

Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

2011

Intellectual Capital and Financing Decisions: Evidence from the U.S. Patent Data.

[BibT_eX]

[DOI]

Qiao Liu

Kit Pong Wong

Manag. Sci., 2011

Research of SIP DoS Defense Mechanism Based on Queue Theory.

[BibT_eX]

[DOI]

Fuxiang Gao

Qiao Liu

Hongdan Zhan

Proceedings of the Advances in Computer Science, Environment, Ecoinformatics, and Education, 2011

2010

Information-Based Stock Trading, Executive Incentives, and the Principal-Agent Problem.

[BibT_eX]

[DOI]

Qiang Kang

Qiao Liu

Manag. Sci., 2010

2009

A new computational method of a moment-independent uncertainty importance measure.

[BibT_eX]

[DOI]

Qiao Liu

Toshimitsu Homma

Reliab. Eng. Syst. Saf., 2009

2006

Direct Perception Interface for Ship-Ship Collision Avoidance.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2006

On the Design of In-vehicle Advice System.

[BibT_eX]

[DOI]

Qiao Liu

Hiroko Itoh

Kenji Yoshimura

Proceedings of the IEEE International Conference on Systems, 2006

Optimal Genetic Fuzzy Obstacle Avoidance Controller of Autonomous Mobile Robot Based on Ultrasonic Sensors.

[BibT_eX]

[DOI]

Qiao Liu

Yong-gang Lu

Cun-xi Xie

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2006

Perturbation and Stability of Networked Robot System with Data Dropout.

[BibT_eX]

[DOI]

Qiao Liu

Yi Li

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2006

Optimal LQG Control and Stability of Networked Robot System with Data Dropout.

[BibT_eX]

[DOI]

Qiao Liu

Ke-xue He

Liang-zhong Jiang

Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

2004

Direct perception of collision danger information for safe marine navigation.

[BibT_eX]

[DOI]

Qiao Liu

Egil Pedersen

Proceedings of the IEEE International Conference on Systems, 2004

Qiao Liu

Bibliography

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