Rongshan Yu

Orcid: 0000-0003-2179-173X

According to our database1, Rongshan Yu authored at least 78 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
FedAVE: Adaptive data value evaluation framework for collaborative fairness in federated learning.
Neurocomputing, March, 2024

Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction.
CoRR, 2024

2023
cgMSI: pathogen detection within species from nanopore metagenomic sequencing data.
BMC Bioinform., December, 2023

SC-AIR-BERT: a pre-trained single-cell model for predicting the antigen-binding specificity of the adaptive immune receptor.
Briefings Bioinform., July, 2023

MuRCL: Multi-Instance Reinforcement Contrastive Learning for Whole Slide Image Classification.
IEEE Trans. Medical Imaging, May, 2023

Prioritizing prognostic-associated subpopulations and individualized recurrence risk signatures from single-cell transcriptomes of colorectal cancer.
Briefings Bioinform., May, 2023

Hybrid Graph Convolutional Network With Online Masked Autoencoder for Robust Multimodal Cancer Survival Prediction.
IEEE Trans. Medical Imaging, 2023

Multi-scope Analysis Driven Hierarchical Graph Transformer for Whole Slide Image Based Cancer Survival Prediction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Detect the Unseen: An Expandable Detection Model for Stem Cell Images.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Deepfakes: A new threat to image fabrication in scientific publications?
Patterns, 2022

DAISM-DNN<sup>XMBD</sup>: Highly accurate cell type proportion estimation with <i>in silico</i> data augmentation and deep neural networks.
Patterns, 2022

A downsampling method enables robust clustering and integration of single-cell transcriptome data.
J. Biomed. Informatics, 2022

Application of individualized differential expression analysis in human cancer proteome.
Briefings Bioinform., 2022

Spatial-Hierarchical Graph Neural Network with Dynamic Structure Learning for Histological Image Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

H^2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Early neoplasia identification in Barrett's esophagus via attentive hierarchical aggregation and self-distillation.
Medical Image Anal., 2021

Diamond: a multi-modal DIA mass spectrometry data processing pipeline.
Bioinform., 2021

Snipe: highly sensitive pathogen detection from metagenomic sequencing data.
Briefings Bioinform., 2021

Comparison of high-throughput single-cell RNA sequencing data processing pipelines.
Briefings Bioinform., 2021

Federated Learning with Fair Averaging.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

scSpark<sup>XMBD</sup>: High-Performance scRNA-seq Data Processing with Spark.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
A novel approach combined transfer learning and deep learning to predict TMB from histology image.
Pattern Recognit. Lett., 2020

Performance evaluation of lossy quality compression algorithms for RNA-seq data.
BMC Bioinform., 2020

ScaleQC: a scalable lossy to lossless solution for NGS data compression.
Bioinform., 2020

2019
Predicting ICU Mortality from Heterogeneous Clinical Events with Prior Medical Knowledge.
Proceedings of the 4th International Workshop on Knowledge Discovery in Healthcare Data co-located with the 28th International Joint Conference on Artificial Intelligence, 2019

2018
Low complexity probabilistic demand-side bidding strategies for Singapore electricity market.
Proceedings of the 4th IEEE World Forum on Internet of Things, 2018

Improving Coding Efficiency of MPEG-G Standard Using Context-Based Arithmetic Coding.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Performance Evaluation of IMP: A Rapid Secondary Analysis Pipeline for NGS Data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
A new noise annoyance measurement metric for urban noise sensing and evaluation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Enhanced vote count circuit based on nor flash memory for fast similarity search.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
k-Nearest Neighbors algorithm based on weak bit implementation on Enhanced Vote Count circuit.
Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

2014
Low-Complexity Packet Scheduling Algorithms for Streaming Scalable Media Based on Time Utility Function.
IEEE Trans. Multim., 2014

Efficient Implementation of k-Nearest Neighbor Classifier Using Vote Count Circuit.
IEEE Trans. Circuits Syst. II Express Briefs, 2014

Optimal normalisation of prediction residual for predictive coding with random access.
IET Signal Process., 2014

Fast system identification using prominent subspace LMS.
Digit. Signal Process., 2014

Modeling price elasticity of electricity demand using AIDS.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014

Efficient implementation of Gaussian Mixture Models using vote count circuit.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014

Modelling implications & impacts of going green with EV in Singapore with multi-agent systems.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014

2013
Speech enhancement based on soft audible noise masking and noise power estimation.
Speech Commun., 2013

Time utility function based packet scheduling algorithm for streaming scalable media.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

High-performance, very low power content-based search engine.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

A novel scalable audio coding scheme.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
A Statistical Demand-Price Model With Its Application in Optimal Real-Time Price.
IEEE Trans. Smart Grid, 2012

LMS in prominent system subspace for fast system identification.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Detecting Intelligibility by Linear Dimensionality Reduction and Normalized Voice Quality Hierarchical Features.
Proceedings of the INTERSPEECH 2012, 2012

Dynamic incentive strategy for voluntary demand response based on TDP scheme.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

Cloud-based audio fingerprinting service.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

Streaming of scalable multimedia over Content Delivery Cloud.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011
An adaptive streaming system for MPEG-4 Scalable to Lossless audio.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

Normalization of LPC residue for random access frame in audio coding.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

Low-complexity priority based packet scheduling for streaming MPEG-4 SLS.
Proceedings of the IEEE 13th International Workshop on Multimedia Signal Processing (MMSP 2011), 2011

2010
Beamforming performance of circular microphone array on spherical platform near bottom boundary.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

2009
A low-complexity noise estimation algorithm based on smoothing of noise power estimation and estimation bias correction.
Proceedings of the IEEE International Conference on Acoustics, 2009

2007
On Integer MDCT for Perceptual Audio Coding.
IEEE Trans. Speech Audio Process., 2007

Adaptive rate control algorithm for low power video coding systems.
Multidimens. Syst. Signal Process., 2007

Low-Complexity Binaural Decoding Using Time/Frequency Domain HRTF Equalization.
Proceedings of the Advances in Multimedia Modeling, 2007

2006
Integer MDCT with enhanced approximation of the DCT-IV.
IEEE Trans. Signal Process., 2006

A fine granular scalable to lossless audio coder.
IEEE Trans. Speech Audio Process., 2006

Perceptually Enhanced Bit-Plane Coding for Scalable Audio.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Cascaded RLS-LMS Prediction in MPEG-4 Lossless Audio Coding.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
MPEG-4 Scalable to Lossless Audio Coding - Emerging International Standard for Digital Audio Compression.
Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005

Study on Rounding Errors of INTMDCT in Perceptual Audio Coding.
Proceedings of the Seventh IEEE International Symposium on Multimedia (ISM 2005), 2005

A New Bit-Plane Entropy Coder for Scalable Image Coding.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

A scalable watermarking scheme for the scalable audio coder.
Proceedings of IEEE International Conference on Communications, 2005

Improving coding efficiency for MPEG-4 Audio Scalable Lossless coding.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
A statistics study of the MDCT coefficient distribution for audio.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

A scalable lossy to lossless audio coder for MPEG-4 lossless audio coding.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

A fast algorithm of integer MDCT for lossless audio coding.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Lossless compression of digital audio using cascaded RLS-LMS prediction.
IEEE Trans. Speech Audio Process., 2003

A fine granular scalable perceptually lossy and lossless audio coder.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

An adaptive rate control algorithm for video coding over personal digital assistants (PDA).
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Video streaming on embedded devices through GPRS network.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Bit-plane Golomb coding for sources with Laplacian distributions.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
A warped linear-prediction-based subband audio coding algorithm.
IEEE Trans. Speech Audio Process., 2002

A 2-Stage Partial Distortion Search Algorithm for Block Motion Estimation.
Proceedings of the Advances in Multimedia Information Processing, 2002

2001
Improving Quality Of Low Bit Rate Audio Coding By Using Short-Time Spectral Attenuation.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

2000
Subband Audio Coding using a Perceptually Hybrid Vector-Scalar Quantization.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

1999
High quality audio coding using a novel hybrid WLP-subband coding algorithm.
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999


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