Rongshan Yu

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 35

Top Topics

Predictive Coding

Mass Spectrometry

Data Processing

Nearest Neighbor

Top Venues

Briefings Bioinform.

Publications

Zihui Wang, Peizhen Yang, Xiaoliang Fan, Xu Yan, Zonghan Wu, Shirui Pan, Longbiao Chen, Yu Zang, Cheng Wang, Rongshan Yu
ConTIG: Continuous representation learning on temporal interaction graphs. Neural Networks 172 (2024)
Ying Chen, Jiajing Xie, Yuxiang Lin, Yuhang Song, Wenxian Yang, Rongshan Yu
SurvMamba: State Space Model with Multi-grained Multi-modal Interaction for Survival Prediction. CoRR (2024)
Zihui Wang, Zheng Wang, Lingjuan Lyu, Zhaopeng Peng, Zhicheng Yang, Chenglu Wen, Rongshan Yu, Cheng Wang, Xiaoliang Fan
FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated Learning. KDD (2024)
Zihui Wang, Zhaopeng Peng, Xiaoliang Fan, Zheng Wang, Shangbin Wu, Rongshan Yu, Peizhen Yang, Chuanpan Zheng, Cheng Wang
FedAVE: Adaptive data value evaluation framework for collaborative fairness in federated learning. Neurocomputing 574 (2024)
Zihui Wang, Zheng Wang, Lingjuan Lyu, Zhaopeng Peng, Zhicheng Yang, Chenglu Wen, Rongshan Yu, Cheng Wang, Xiaoliang Fan
FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated Learning. CoRR (2024)
Hao Li, Ying Chen, Yifei Chen, Wenxian Yang, Bowen Ding, Yuchen Han, Liansheng Wang, Rongshan Yu
Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction. CoRR (2024)
Wentai Hou, Yan He, Bingjian Yao, Lequan Yu, Rongshan Yu, Feng Gao, Liansheng Wang
Multi-scope Analysis Driven Hierarchical Graph Transformer for Whole Slide Image Based Cancer Survival Prediction. MICCAI (6) (2023)
Xu Zhu, Lili Zhao, Lihong Huang, Wenxian Yang, Liansheng Wang, Rongshan Yu
cgMSI: pathogen detection within species from nanopore metagenomic sequencing data. BMC Bioinform. 24 (1) (2023)
Zhonghang Zhu, Lequan Yu, Wei Wu, Rongshan Yu, Defu Zhang, Liansheng Wang
MuRCL: Multi-Instance Reinforcement Contrastive Learning for Whole Slide Image Classification. IEEE Trans. Medical Imaging 42 (5) (2023)
Mengsha Tong, Yuxiang Lin, Wenxian Yang, Jinsheng Song, Zheyang Zhang, Jiajing Xie, Jingyi Tian, Shijie Luo, Chenyu Liang, Jialiang Huang, Rongshan Yu
Prioritizing prognostic-associated subpopulations and individualized recurrence risk signatures from single-cell transcriptomes of colorectal cancer. Briefings Bioinform. 24 (3) (2023)
Hao Li, Yating Lin, Ying Chen, Sijie Lin, Zhibin Huang, Wenxian Yang, Wei Li, Rongshan Yu
Detect the Unseen: An Expandable Detection Model for Stem Cell Images. BIBM (2023)
Yu Zhao, Xiaona Su, Weitong Zhang, Sijie Mai, Zhimeng Xu, Chenchen Qin, Rongshan Yu, Bing He, Jianhua Yao
SC-AIR-BERT: a pre-trained single-cell model for predicting the antigen-binding specificity of the adaptive immune receptor. Briefings Bioinform. 24 (4) (2023)
Wentai Hou, Chengxuan Lin, Lequan Yu, Jing Qin, Rongshan Yu, Liansheng Wang
Hybrid Graph Convolutional Network With Online Masked Autoencoder for Robust Multimodal Cancer Survival Prediction. IEEE Trans. Medical Imaging 42 (8) (2023)
Liansheng Wang, Lianyu Zhou, Wenxian Yang, Rongshan Yu
Deepfakes: A new threat to image fabrication in scientific publications? Patterns 3 (5) (2022)
Yachen Liu, Yalan Lin, Wenxian Yang, Yuxiang Lin, Yujuan Wu, Zheyang Zhang, Nuoqi Lin, Xianlong Wang, Mengsha Tong, Rongshan Yu
Application of individualized differential expression analysis in human cancer proteome. Briefings Bioinform. 23 (3) (2022)
Jun Ren, Quan Zhang, Ying Zhou, Yudi Hu, Xuejing Lyu, Hongkun Fang, Jing Yang, Rongshan Yu, Xiaodong Shi, Qiyuan Li
A downsampling method enables robust clustering and integration of single-cell transcriptome data. J. Biomed. Informatics 130 (2022)
Wentai Hou, Lequan Yu, Chengxuan Lin, Helong Huang, Rongshan Yu, Jing Qin, Liansheng Wang
H^2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis. AAAI (2022)
Wentai Hou, Helong Huang, Qiong Peng, Rongshan Yu, Lequan Yu, Liansheng Wang
Spatial-Hierarchical Graph Neural Network with Dynamic Structure Learning for Histological Image Classification. MICCAI (2) (2022)
Yating Lin, Haojun Li, Xu Xiao, Lei Zhang, Kejia Wang, Jingbo Zhao, Minshu Wang, Frank Zheng, Minwei Zhang, Wenxian Yang, Jiahuai Han, Rongshan Yu
data augmentation and deep neural networks. Patterns 3 (3) (2022)
Mingxuan Gao, Mingyi Ling, Xinwei Tang, Shun Wang, Xu Xiao, Ying Qiao, Wenxian Yang, Rongshan Yu
Comparison of high-throughput single-cell RNA sequencing data processing pipelines. Briefings Bioinform. 22 (3) (2021)
Yu Liu, Mingxuan Gao, Lixuan Tan, Hongjin Liu, Yating Lin, Wenxian Yang, Rongshan Yu
: High-Performance scRNA-seq Data Processing with Spark. BIBM (2021)
Chenxin Li, Mingxuan Gao, Wenxian Yang, Chuanqi Zhong, Rongshan Yu
Diamond: a multi-modal DIA mass spectrometry data processing pipeline. Bioinform. 37 (2) (2021)
Zheng Wang, Xiaoliang Fan, Jianzhong Qi, Chenglu Wen, Cheng Wang, Rongshan Yu
Federated Learning with Fair Averaging. IJCAI (2021)
Lihong Huang, Bin Hong, Wenxian Yang, Liansheng Wang, Rongshan Yu
Snipe: highly sensitive pathogen detection from metagenomic sequencing data. Briefings Bioinform. 22 (5) (2021)
Zheng Wang, Xiaoliang Fan, Jianzhong Qi, Chenglu Wen, Cheng Wang, Rongshan Yu
Federated Learning with Fair Averaging. CoRR (2021)
Wentai Hou, Liansheng Wang, Shuntian Cai, Zhenyu Lin, Rongshan Yu, Jing Qin
Early neoplasia identification in Barrett's esophagus via attentive hierarchical aggregation and self-distillation. Medical Image Anal. 72 (2021)
Rongshan Yu, Wenxian Yang
ScaleQC: a scalable lossy to lossless solution for NGS data compression. Bioinform. 36 (17) (2020)
Liansheng Wang, Yudi Jiao, Ying Qiao, Nianyin Zeng, Rongshan Yu
A novel approach combined transfer learning and deep learning to predict TMB from histology image. Pattern Recognit. Lett. 135 (2020)
Rongshan Yu, Wenxian Yang, Shun Wang
Performance evaluation of lossy quality compression algorithms for RNA-seq data. BMC Bioinform. 21 (1) (2020)
Lujing Xiao, Chuanpan Zheng, Xiaoliang Fan, FYi Xie, Rongshan Yu
Predicting ICU Mortality from Heterogeneous Clinical Events with Prior Medical Knowledge. KHD@IJCAI (2019)
Chin Choy Chai, Wenxian Yang, Liu Xiang, Henry Wong Chuen Yuen, Rongshan Yu
Low complexity probabilistic demand-side bidding strategies for Singapore electricity market. WF-IoT (2018)
Wenxian Yang, Yating Lin, Shiyao Wu, Rongshan Yu
Improving Coding Efficiency of MPEG-G Standard Using Context-Based Arithmetic Coding. BIBM (2018)
Shun Wang, Wenxian Yang, Xiang Zhang, Rongshan Yu
Performance Evaluation of IMP: A Rapid Secondary Analysis Pipeline for NGS Data. BIBM (2018)
Huan Zhou, Rongshan Yu, Ying Song, Haiyan Shu
A new noise annoyance measurement metric for urban noise sensing and evaluation. ICASSP (2017)
Haiyan Shu, Wenyu Jiang, Xiaoming Bao, Huan Zhou, Rongshan Yu
Enhanced vote count circuit based on nor flash memory for fast similarity search. ICASSP (2016)
Haiyan Shu, Wenyu Jiang, Rongshan Yu
k-Nearest Neighbors algorithm based on weak bit implementation on Enhanced Vote Count circuit. MMSP (2015)
Wenxian Yang, Xiaoming Bao, Rongshan Yu
Modeling price elasticity of electricity demand using AIDS. ISGT (2014)
Rongshan Yu, Haiyan Shu, Wenyu Jiang
Low-Complexity Packet Scheduling Algorithms for Streaming Scalable Media Based on Time Utility Function. IEEE Trans. Multim. 16 (8) (2014)
Haiyan Shu, Rongshan Yu, Wenyu Jiang, Wenxian Yang
Efficient Implementation of k-Nearest Neighbor Classifier Using Vote Count Circuit. IEEE Trans. Circuits Syst. II Express Briefs (6) (2014)
Rongshan Yu, Ying Song, Milashini Nambiar
Fast system identification using prominent subspace LMS. Digit. Signal Process. 27 (2014)
Wenxian Yang, Rongshan Yu, Wenyu Jiang, Haiyan Shu
Efficient implementation of Gaussian Mixture Models using vote count circuit. APSIPA (2014)
Thomas Chee Tat Ho, Rongshan Yu, James Russell Lim, Pasi Fränti
Modelling implications & impacts of going green with EV in Singapore with multi-agent systems. APSIPA (2014)
Haiyan Shu, Rongshan Yu, Haibin Huang
Optimal normalisation of prediction residual for predictive coding with random access. IET Signal Process. 8 (7) (2014)
Wenyu Jiang, Rongshan Yu
High-performance, very low power content-based search engine. ICME Workshops (2013)
Rongshan Yu, Haiyan Shu, Susanto Rahardja
Time utility function based packet scheduling algorithm for streaming scalable media. ICME (2013)
Rongshan Yu
Speech enhancement based on soft audible noise masking and noise power estimation. Speech Commun. 55 (10) (2013)
Huan Zhou, Haiyan Shu, Rongshan Yu, Haibin Huang, Susanto Rahardja
A novel scalable audio coding scheme. ICASSP (2013)
Xiaoming Bao, Rongshan Yu
Streaming of scalable multimedia over Content Delivery Cloud. APSIPA (2012)
Wenyu Jiang, Yongwei Zhu, Xiaoming Bao, Rongshan Yu
Cloud-based audio fingerprinting service. APSIPA (2012)
Haiyan Shu, Rongshan Yu, Susanto Rahardja
Dynamic incentive strategy for voluntary demand response based on TDP scheme. APSIPA (2012)
Rongshan Yu, Wenxian Yang, Susanto Rahardja
A Statistical Demand-Price Model With Its Application in Optimal Real-Time Price. IEEE Trans. Smart Grid 3 (4) (2012)
Rongshan Yu, Ying Song, Susanto Rahardja
LMS in prominent system subspace for fast system identification. SSP (2012)
Dong-Yan Huang, Yongwei Zhu, Dajun Wu, Rongshan Yu
Detecting Intelligibility by Linear Dimensionality Reduction and Normalized Voice Quality Hierarchical Features. INTERSPEECH (2012)
Rongshan Yu, Dajun Wu, Jianping Chen, Susanto Rahardja
Low-complexity priority based packet scheduling for streaming MPEG-4 SLS. MMSP (2011)
Rongshan Yu, Haiyan Shu, Susanto Rahardja
An adaptive streaming system for MPEG-4 Scalable to Lossless audio. WASPAA (2011)
Haiyan Shu, Rongshan Yu, Haibin Huang, Susanto Rahardja
Normalization of LPC residue for random access frame in audio coding. WASPAA (2011)
Ying Song, Susanto Rahardja, Rongshan Yu
Beamforming performance of circular microphone array on spherical platform near bottom boundary. ICME (2010)
Rongshan Yu
A low-complexity noise estimation algorithm based on smoothing of noise power estimation and estimation bias correction. ICASSP (2009)
Te Li, Susanto Rahardja, Rongshan Yu, Soo Ngee Koh
On Integer MDCT for Perceptual Audio Coding. IEEE Trans. Speech Audio Process. 15 (8) (2007)
Feng Pan, Zheng Guo Li, Keng Pang Lim, Dajun Wu, Rongshan Yu
Adaptive rate control algorithm for low power video coding systems. Multidimens. Syst. Signal Process. 18 (1) (2007)
Rongshan Yu, Charles Q. Robinson, Corey Cheng
Low-Complexity Binaural Decoding Using Time/Frequency Domain HRTF Equalization. MMM (1) (2007)
Haibin Huang, Susanto Rahardja, Rongshan Yu, Xiao Lin
Integer MDCT with enhanced approximation of the DCT-IV. IEEE Trans. Signal Process. 54 (3) (2006)
Rongshan Yu, Susanto Rahardja, Xiao Lin, Chi Chung Ko
A fine granular scalable to lossless audio coder. IEEE Trans. Speech Audio Process. 14 (4) (2006)
Haibin Huang, Susanto Rahardja, Xiao Lin, Rongshan Yu, Pasi Fränti
Cascaded RLS-LMS Prediction in MPEG-4 Lossless Audio Coding. ICASSP (5) (2006)
Rongshan Yu, Te Li, Susanto Rahardja
Perceptually Enhanced Bit-Plane Coding for Scalable Audio. ICME (2006)
Rong Zhang, Rongshan Yu, Qibin Sun, Wai-Choong Wong
A New Bit-Plane Entropy Coder for Scalable Image Coding. ICME (2005)
Zhi Li, Qibin Sun, Yong Lian, Rongshan Yu
A scalable watermarking scheme for the scalable audio coder. ICC (2005)
Rongshan Yu, Xiao Lin, Susanto Rahardja, Chi Chung Ko, Haibin Huang
Improving coding efficiency for MPEG-4 Audio Scalable Lossless coding. ICASSP (3) (2005)
Rongshan Yu, Xiao Lin, Susanto Rahardja, Haibin Huang
MPEG-4 Scalable to Lossless Audio Coding - Emerging International Standard for Digital Audio Compression. MMSP (2005)
Te Li, Rongshan Yu, Soo Ngee Koh
Study on Rounding Errors of INTMDCT in Perceptual Audio Coding. ISM (2005)
Rongshan Yu, Xiao Lin, Susanto Rahardja, Chi Chung Ko
A statistics study of the MDCT coefficient distribution for audio. ICME (2004)
Rongshan Yu, Xiao Lin, Susanto Rahardja, Chi Chong Ko
A scalable lossy to lossless audio coder for MPEG-4 lossless audio coding. ICASSP (3) (2004)
Haibin Huang, Susanto Rahardja, Rongshan Yu, Xiao Lin
A fast algorithm of integer MDCT for lossless audio coding. ICASSP (4) (2004)
Rongshan Yu, Xiao Lin, Susanto Rahardja, Chi Chung Ko
A fine granular scalable perceptually lossy and lossless audio coder. ICME (2003)
Rongshan Yu, Chi Chong Ko, Susanto Rahardja, Xiao Lin
Bit-plane Golomb coding for sources with Laplacian distributions. ICASSP (4) (2003)
Keng Pang Lim, Dajun Wu, Si Wu, Susanto Rahardja, Xiao Lin, Lijun Jiang, Rongshan Yu, Feng Pan, Zhengguo Li, Susu Yao, Genan Feng, Chi Chung Ko
Video streaming on embedded devices through GPRS network. ICME (2003)
Feng Pan, Zhengguo Li, Keng Pang Lim, Dajun Wu, Rongshan Yu, Genan Feng
An adaptive rate control algorithm for video coding over personal digital assistants (PDA). ICME (2003)
Rongshan Yu, Chi Chung Ko
Lossless compression of digital audio using cascaded RLS-LMS prediction. IEEE Trans. Speech Audio Process. 11 (6) (2003)
Rongshan Yu, Keng Pang Lim, Dajun Wu, Feng Pan, Zhengguo Li, Genan Feng, Si Wu
A 2-Stage Partial Distortion Search Algorithm for Block Motion Estimation. IEEE Pacific Rim Conference on Multimedia (2002)
Rongshan Yu, Chi Chung Ko
A warped linear-prediction-based subband audio coding algorithm. IEEE Trans. Speech Audio Process. 10 (1) (2002)
Rongshan Yu
Improving Quality Of Low Bit Rate Audio Coding By Using Short-Time Spectral Attenuation. ICME (2001)
Rongshan Yu
Subband Audio Coding using a Perceptually Hybrid Vector-Scalar Quantization. IEEE International Conference on Multimedia and Expo (II) (2000)
Rongshan Yu, Chi Chung Ko
High quality audio coding using a novel hybrid WLP-subband coding algorithm. ISSPA (1999)