Fangfang Xia

Orcid: 0000-0001-6567-0564

According to our database1, Fangfang Xia authored at least 32 papers between 2007 and 2024.

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Bibliography

2024
Continual Learning in the Presence of Repetition.
CoRR, 2024

2023
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition.
Medical Image Anal., May, 2023

Introducing the Bacterial and Viral Bioinformatics Resource Center (BV-BRC): a resource combining PATRIC, IRD and ViPR.
Nucleic Acids Res., January, 2023

Method for education value evaluation with regional culture integration into international students' ideological education under fuzzy number intuitionistic fuzzy environment.
J. Intell. Fuzzy Syst., 2023

Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge.
CoRR, 2023

Deep Fair Partition for Hyperspectral Image Classification.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

2022
Cost-Effective Online Contextual Model Selection.
CoRR, 2022

A cross-study analysis of drug response prediction in cancer cell lines.
Briefings Bioinform., 2022

2021
Pandemic Drugs at Pandemic Speed: Accelerating COVID-19 Drug Discovery with Hybrid Machine Learning- and Physics-based Simulations on High Performance Computers.
CoRR, 2021

Learning curves for drug response prediction in cancer cell lines.
BMC Bioinform., 2021

AgEBO-tabular: joint neural architecture and hyperparameter search with autotuned data-parallel training for tabular data.
Proceedings of the International Conference for High Performance Computing, 2021

Neko: a Library for Exploring Neuromorphic Learning Rules.
Proceedings of the ICONS 2021: International Conference on Neuromorphic Systems 2021, 2021

2020
The PATRIC Bioinformatics Resource Center: expanding data and analysis capabilities.
Nucleic Acids Res., 2020

Ensemble Transfer Learning for the Prediction of Anti-Cancer Drug Response.
CoRR, 2020

Recurrent and Spiking Modeling of Sparse Surgical Kinematics.
CoRR, 2020

Deep Medical Image Analysis with Representation Learning and Neuromorphic Computing.
CoRR, 2020

Towards On-Chip Bayesian Neuromorphic Learning.
CoRR, 2020

A Systematic Approach to Featurization for Cancer Drug Sensitivity Predictions with Deep Learning.
CoRR, 2020

Recurrent and Spiking Modeling of Sparse Surgical Kinematics.
Proceedings of the International Conference on Neuromorphic Systems, 2020

2019
PATRIC as a unique resource for studying antimicrobial resistance.
Briefings Bioinform., 2019

Scalable reinforcement-learning-based neural architecture search for cancer deep learning research.
Proceedings of the International Conference for High Performance Computing, 2019

Performance, Energy, and Scalability Analysis and Improvement of Parallel Cancer Deep Learning CANDLE Benchmarks.
Proceedings of the 48th International Conference on Parallel Processing, 2019

Neuromorphic Acceleration for Approximate Bayesian Inference on Neural Networks via Permanent Dropout.
Proceedings of the International Conference on Neuromorphic Systems, 2019

2018
Predicting tumor cell line response to drug pairs with deep learning.
BMC Bioinform., 2018

CANDLE/Supervisor: a workflow framework for machine learning applied to cancer research.
BMC Bioinform., 2018

2017
Improvements to PATRIC, the all-bacterial Bioinformatics Database and Analysis Resource Center.
Nucleic Acids Res., 2017

2016
Systems-Wide Prediction of Enzyme Promiscuity Reveals a New Underground Alternative Route for Pyridoxal 5'-Phosphate Production in <i>E</i>. <i>coli</i>.
PLoS Comput. Biol., 2016

2014
The SEED and the Rapid Annotation of microbial genomes using Subsystems Technology (RAST).
Nucleic Acids Res., 2014

Genome-scale bacterial transcriptional regulatory networks: reconstruction and integrated analysis with metabolic models.
Briefings Bioinform., 2014

2013
Human Analysts at Superhuman Scales: What Has Friendly Software To Do?
Big Data, 2013

2009
Inferring a Species Tree from Gene Trees in the Presence of HGT.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2009

2007
The National Microbial Pathogen Database Resource (NMPDR): a genomics platform based on subsystem annotation.
Nucleic Acids Res., 2007


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