High quality audio coding using a novel hybrid WLP-subband coding algorithm. - Rongshan Yu; Chi Chung Ko (ISSPA, 1999)

Subband Audio Coding using a Perceptually Hybrid Vector-Scalar Quantization. - Rongshan Yu (IEEE International Conference on Multimedia and Expo (II), 2000)

Improving Quality Of Low Bit Rate Audio Coding By Using Short-Time Spectral Attenuation. - Rongshan Yu (ICME, 2001)

A 2-Stage Partial Distortion Search Algorithm for Block Motion Estimation. - Rongshan Yu; Keng Pang Lim; Dajun Wu; Feng Pan 002; Zhengguo Li; Genan Feng; Si Wu 004 (IEEE Pacific Rim Conference on Multimedia, 2002)

A warped linear-prediction-based subband audio coding algorithm. - Rongshan Yu; Chi Chung Ko (IEEE Trans. Speech Audio Process., 2002)

Bit-plane Golomb coding for sources with Laplacian distributions. - Rongshan Yu; Chi Chong Ko; Susanto Rahardja; Xiao Lin 001 (ICASSP (4), 2003)

Video streaming on embedded devices through GPRS network. - Keng Pang Lim; Dajun Wu; Si Wu 004; Susanto Rahardja; Xiao Lin 001; Lijun Jiang; Rongshan Yu; Feng Pan 002; Zhengguo Li; Susu Yao; Genan Feng; Chi Chung Ko (ICME, 2003)

An adaptive rate control algorithm for video coding over personal digital assistants (PDA). - Feng Pan 002; Zhengguo Li; Keng Pang Lim; Dajun Wu; Rongshan Yu; Genan Feng (ICME, 2003)

A fine granular scalable perceptually lossy and lossless audio coder. - Rongshan Yu; Xiao Lin 001; Susanto Rahardja; Chi Chung Ko (ICME, 2003)

Lossless compression of digital audio using cascaded RLS-LMS prediction. - Rongshan Yu; Chi Chung Ko (IEEE Trans. Speech Audio Process., 2003)

A fast algorithm of integer MDCT for lossless audio coding. - Haibin Huang; Susanto Rahardja; Rongshan Yu; Xiao Lin 001 (ICASSP (4), 2004)

A scalable lossy to lossless audio coder for MPEG-4 lossless audio coding. - Rongshan Yu; Xiao Lin 001; Susanto Rahardja; Chi Chong Ko (ICASSP (3), 2004)

A statistics study of the MDCT coefficient distribution for audio. - Rongshan Yu; Xiao Lin 001; Susanto Rahardja; Chi Chung Ko (ICME, 2004)

Improving coding efficiency for MPEG-4 Audio Scalable Lossless coding. - Rongshan Yu; Xiao Lin 001; Susanto Rahardja; Chi Chung Ko; Haibin Huang (ICASSP (3), 2005)

A scalable watermarking scheme for the scalable audio coder. - Zhi Li 001; Qibin Sun; Yong Lian 001; Rongshan Yu (ICC, 2005)

A New Bit-Plane Entropy Coder for Scalable Image Coding. - Rong Zhang; Rongshan Yu; Qibin Sun; Wai-Choong Wong (ICME, 2005)

Study on Rounding Errors of INTMDCT in Perceptual Audio Coding. - Te Li; Rongshan Yu; Soo Ngee Koh (ISM, 2005)

MPEG-4 Scalable to Lossless Audio Coding - Emerging International Standard for Digital Audio Compression. - Rongshan Yu; Xiao Lin 001; Susanto Rahardja; Haibin Huang (MMSP, 2005)

Cascaded RLS-LMS Prediction in MPEG-4 Lossless Audio Coding. - Haibin Huang; Susanto Rahardja; Xiao Lin 001; Rongshan Yu; Pasi Fränti (ICASSP (5), 2006)

Perceptually Enhanced Bit-Plane Coding for Scalable Audio. - Rongshan Yu; Te Li; Susanto Rahardja (ICME, 2006)

A fine granular scalable to lossless audio coder. - Rongshan Yu; Susanto Rahardja; Xiao Lin 001; Chi Chung Ko (IEEE Trans. Speech Audio Process., 2006)

Integer MDCT with enhanced approximation of the DCT-IV. - Haibin Huang; Susanto Rahardja; Rongshan Yu; Xiao Lin 001 (IEEE Trans. Signal Process., 2006)

Low-Complexity Binaural Decoding Using Time/Frequency Domain HRTF Equalization. - Rongshan Yu; Charles Q. Robinson; Corey Cheng (MMM (1), 2007)

Adaptive rate control algorithm for low power video coding systems. - Feng Pan 002; Zheng Guo Li; Keng Pang Lim; Dajun Wu; Rongshan Yu (Multidimens. Syst. Signal Process., 2007)

On Integer MDCT for Perceptual Audio Coding. - Te Li; Susanto Rahardja; Rongshan Yu; Soo Ngee Koh (IEEE Trans. Speech Audio Process., 2007)

A low-complexity noise estimation algorithm based on smoothing of noise power estimation and estimation bias correction. - Rongshan Yu (ICASSP, 2009)

Beamforming performance of circular microphone array on spherical platform near bottom boundary. - Ying Song; Susanto Rahardja; Rongshan Yu (ICME, 2010)

Low-complexity priority based packet scheduling for streaming MPEG-4 SLS. - Rongshan Yu; Dajun Wu; Jianping Chen; Susanto Rahardja (MMSP, 2011)

Normalization of LPC residue for random access frame in audio coding. - Haiyan Shu; Rongshan Yu; Haibin Huang; Susanto Rahardja (WASPAA, 2011)

An adaptive streaming system for MPEG-4 Scalable to Lossless audio. - Rongshan Yu; Haiyan Shu; Susanto Rahardja (WASPAA, 2011)

Streaming of scalable multimedia over Content Delivery Cloud. - Xiaoming Bao; Rongshan Yu (APSIPA, 2012)

Cloud-based audio fingerprinting service. - Wenyu Jiang; Yongwei Zhu; Xiaoming Bao; Rongshan Yu (APSIPA, 2012)

Dynamic incentive strategy for voluntary demand response based on TDP scheme. - Haiyan Shu; Rongshan Yu; Susanto Rahardja (APSIPA, 2012)

Detecting Intelligibility by Linear Dimensionality Reduction and Normalized Voice Quality Hierarchical Features. - Dong-Yan Huang; Yongwei Zhu; Dajun Wu; Rongshan Yu (INTERSPEECH, 2012)

LMS in prominent system subspace for fast system identification. - Rongshan Yu; Ying Song; Susanto Rahardja (SSP, 2012)

A Statistical Demand-Price Model With Its Application in Optimal Real-Time Price. - Rongshan Yu; Wenxian Yang; Susanto Rahardja (IEEE Trans. Smart Grid, 2012)

A novel scalable audio coding scheme. - Huan Zhou; Haiyan Shu; Rongshan Yu; Haibin Huang; Susanto Rahardja (ICASSP, 2013)

High-performance, very low power content-based search engine. - Wenyu Jiang; Rongshan Yu (ICME Workshops, 2013)

Time utility function based packet scheduling algorithm for streaming scalable media. - Rongshan Yu; Haiyan Shu; Susanto Rahardja (ICME, 2013)

Speech enhancement based on soft audible noise masking and noise power estimation. - Rongshan Yu (Speech Commun., 2013)

Modelling implications & impacts of going green with EV in Singapore with multi-agent systems. - Thomas Chee Tat Ho; Rongshan Yu; James Russell Lim; Pasi Fränti (APSIPA, 2014)

Efficient implementation of Gaussian Mixture Models using vote count circuit. - Wenxian Yang; Rongshan Yu; Wenyu Jiang; Haiyan Shu (APSIPA, 2014)

Modeling price elasticity of electricity demand using AIDS. - Wenxian Yang; Xiaoming Bao; Rongshan Yu (ISGT, 2014)

Fast system identification using prominent subspace LMS. - Rongshan Yu; Ying Song; Milashini Nambiar (Digit. Signal Process., 2014)

Optimal normalisation of prediction residual for predictive coding with random access. - Haiyan Shu; Rongshan Yu; Haibin Huang (IET Signal Process., 2014)

Efficient Implementation of k-Nearest Neighbor Classifier Using Vote Count Circuit. - Haiyan Shu; Rongshan Yu; Wenyu Jiang; Wenxian Yang (IEEE Trans. Circuits Syst. II Express Briefs, 2014)

Low-Complexity Packet Scheduling Algorithms for Streaming Scalable Media Based on Time Utility Function. - Rongshan Yu; Haiyan Shu; Wenyu Jiang (IEEE Trans. Multim., 2014)

k-Nearest Neighbors algorithm based on weak bit implementation on Enhanced Vote Count circuit. - Haiyan Shu; Wenyu Jiang; Rongshan Yu (MMSP, 2015)

Enhanced vote count circuit based on nor flash memory for fast similarity search. - Haiyan Shu; Wenyu Jiang; Xiaoming Bao; Huan Zhou; Rongshan Yu (ICASSP, 2016)

A new noise annoyance measurement metric for urban noise sensing and evaluation. - Huan Zhou; Rongshan Yu; Ying Song; Haiyan Shu (ICASSP, 2017)

Performance Evaluation of IMP: A Rapid Secondary Analysis Pipeline for NGS Data. - Shun Wang; Wenxian Yang; Xiang Zhang; Rongshan Yu (BIBM, 2018)

Improving Coding Efficiency of MPEG-G Standard Using Context-Based Arithmetic Coding. - Wenxian Yang; Yating Lin; Shiyao Wu; Rongshan Yu (BIBM, 2018)

Low complexity probabilistic demand-side bidding strategies for Singapore electricity market. - Chin Choy Chai; Wenxian Yang; Liu Xiang; Henry Wong Chuen Yuen; Rongshan Yu (WF-IoT, 2018)

Predicting ICU Mortality from Heterogeneous Clinical Events with Prior Medical Knowledge. - Lujing Xiao; Chuanpan Zheng; Xiaoliang Fan; FYi Xie; Rongshan Yu (KDH@IJCAI, 2019)

ScaleQC: a scalable lossy to lossless solution for NGS data compression. - Rongshan Yu; Wenxian Yang (Bioinform., 2020)

Performance evaluation of lossy quality compression algorithms for RNA-seq data. - Rongshan Yu; Wenxian Yang; Shun Wang (BMC Bioinform., 2020)

A novel approach combined transfer learning and deep learning to predict TMB from histology image. - Liansheng Wang; Yudi Jiao; Ying Qiao; Nianyin Zeng; Rongshan Yu (Pattern Recognit. Lett., 2020)

scSparkXMBD: High-Performance scRNA-seq Data Processing with Spark. - Yu Liu; Mingxuan Gao; Lixuan Tan; Hongjin Liu; Yating Lin; Wenxian Yang; Rongshan Yu (BIBM, 2021)

Federated Learning with Fair Averaging. - Zheng Wang 076; Xiaoliang Fan; Jianzhong Qi 001; Chenglu Wen; Cheng Wang 003; Rongshan Yu (IJCAI, 2021)

Comparison of high-throughput single-cell RNA sequencing data processing pipelines. - Mingxuan Gao; Mingyi Ling; Xinwei Tang; Shun Wang; Xu Xiao; Ying Qiao; Wenxian Yang; Rongshan Yu (Briefings Bioinform., 2021)

Snipe: highly sensitive pathogen detection from metagenomic sequencing data. - Lihong Huang; Bin Hong; Wenxian Yang; Liansheng Wang; Rongshan Yu (Briefings Bioinform., 2021)

Diamond: a multi-modal DIA mass spectrometry data processing pipeline. - Chenxin Li; Mingxuan Gao; Wenxian Yang; Chuanqi Zhong; Rongshan Yu (Bioinform., 2021)

Early neoplasia identification in Barrett's esophagus via attentive hierarchical aggregation and self-distillation. - Wentai Hou; Liansheng Wang; Shuntian Cai; Zhenyu Lin; Rongshan Yu; Jing Qin 001 (Medical Image Anal., 2021)

H^2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis. - Wentai Hou; Lequan Yu; Chengxuan Lin; Helong Huang; Rongshan Yu; Jing Qin 001; Liansheng Wang (AAAI, 2022)

Spatial-Hierarchical Graph Neural Network with Dynamic Structure Learning for Histological Image Classification. - Wentai Hou; Helong Huang; Qiong Peng; Rongshan Yu; Lequan Yu; Liansheng Wang (MICCAI (2), 2022)

Application of individualized differential expression analysis in human cancer proteome. - Yachen Liu; Yalan Lin; Wenxian Yang; Yuxiang Lin; Yujuan Wu; Zheyang Zhang; Nuoqi Lin; Xianlong Wang 002; Mengsha Tong; Rongshan Yu (Briefings Bioinform., 2022)

A downsampling method enables robust clustering and integration of single-cell transcriptome data. - Jun Ren; Quan Zhang; Ying Zhou; Yudi Hu; Xuejing Lyu; Hongkun Fang; Jing Yang; Rongshan Yu; Xiaodong Shi; Qiyuan Li (J. Biomed. Informatics, 2022)

DAISM-DNNXMBD: Highly accurate cell type proportion estimation with in silico data augmentation and deep neural networks. - Yating Lin; Haojun Li; Xu Xiao; Lei Zhang; Kejia Wang; Jingbo Zhao; Minshu Wang; Frank Zheng; Minwei Zhang; Wenxian Yang; Jiahuai Han; Rongshan Yu (Patterns, 2022)

Deepfakes: A new threat to image fabrication in scientific publications? - Liansheng Wang; Lianyu Zhou; Wenxian Yang; Rongshan Yu (Patterns, 2022)

Detect the Unseen: An Expandable Detection Model for Stem Cell Images. - Hao Li; Yating Lin; Ying Chen; Sijie Lin; Zhibin Huang; Wenxian Yang; Wei Li; Rongshan Yu (BIBM, 2023)

Multi-scope Analysis Driven Hierarchical Graph Transformer for Whole Slide Image Based Cancer Survival Prediction. - Wentai Hou; Yan He; Bingjian Yao; Lequan Yu; Rongshan Yu; Feng Gao; Liansheng Wang (MICCAI (6), 2023)

Hybrid Graph Convolutional Network With Online Masked Autoencoder for Robust Multimodal Cancer Survival Prediction. - Wentai Hou; Chengxuan Lin; Lequan Yu; Jing Qin 001; Rongshan Yu; Liansheng Wang (IEEE Trans. Medical Imaging, 2023)

Prioritizing prognostic-associated subpopulations and individualized recurrence risk signatures from single-cell transcriptomes of colorectal cancer. - Mengsha Tong; Yuxiang Lin; Wenxian Yang; Jinsheng Song; Zheyang Zhang; Jiajing Xie; Jingyi Tian; Shijie Luo; Chenyu Liang 004; Jialiang Huang; Rongshan Yu (Briefings Bioinform., 2023)

MuRCL: Multi-Instance Reinforcement Contrastive Learning for Whole Slide Image Classification. - Zhonghang Zhu; Lequan Yu; Wei Wu; Rongshan Yu; Defu Zhang; Liansheng Wang (IEEE Trans. Medical Imaging, 2023)

SC-AIR-BERT: a pre-trained single-cell model for predicting the antigen-binding specificity of the adaptive immune receptor. - Yu Zhao 009; Xiaona Su; Weitong Zhang; Sijie Mai; Zhimeng Xu; Chenchen Qin; Rongshan Yu; Bing He; Jianhua Yao 001 (Briefings Bioinform., 2023)

cgMSI: pathogen detection within species from nanopore metagenomic sequencing data. - Xu Zhu; Lili Zhao; Lihong Huang; Wenxian Yang; Liansheng Wang; Rongshan Yu (BMC Bioinform., 2023)

Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction. - Hao Li; Ying Chen; Yifei Chen; Rongshan Yu; Wenxian Yang; Liansheng Wang; Bowen Ding; Yuchen Han 003 (CVPR, 2024)

Harmonizing Tradition with Technology: Using AI in Traditional Music Preservation. - Tiexin Yu; Xinxia Wang; Xu Xiao; Rongshan Yu (IJCNN, 2024)

FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated Learning. - Zihui Wang; Zheng Wang 076; Lingjuan Lyu; Zhaopeng Peng; Zhicheng Yang; Chenglu Wen; Rongshan Yu; Cheng Wang 003; Xiaoliang Fan (KDD, 2024)

PathMethy: an interpretable AI framework for cancer origin tracing based on DNA methylation. - Jiajing Xie; Yuhang Song; Hailong Zheng; Shijie Luo; Ying Chen; Chen Zhang; Rongshan Yu; Mengsha Tong (Briefings Bioinform., 2024)

SurvMamba: State Space Model with Multi-grained Multi-modal Interaction for Survival Prediction. - Ying Chen; Jiajing Xie; Yuxiang Lin; Yuhang Song; Wenxian Yang; Rongshan Yu (CoRR, 2024)

SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding. - Ying Chen; Guoan Wang; Yuanfeng Ji; Yanjun Li 007; Jin Ye 002; Tianbin Li; Bin Zhang; Nana Pei; Rongshan Yu; Yu Qiao 001; Junjun He (CoRR, 2024)

ST-Align: A Multimodal Foundation Model for Image-Gene Alignment in Spatial Transcriptomics. - Yuxiang Lin; Ling Luo; Ying Chen; Xushi Zhang; Zihui Wang; Wenxian Yang; Mengsha Tong; Rongshan Yu (CoRR, 2024)

ConTIG: Continuous representation learning on temporal interaction graphs. - Zihui Wang; Peizhen Yang; Xiaoliang Fan; Xu Yan; Zonghan Wu; Shirui Pan; Longbiao Chen; Yu Zang; Cheng Wang 003; Rongshan Yu (Neural Networks, 2024)

FedAVE: Adaptive data value evaluation framework for collaborative fairness in federated learning. - Zihui Wang; Zhaopeng Peng; Xiaoliang Fan; Zheng Wang 076; Shangbin Wu; Rongshan Yu; Peizhen Yang; Chuanpan Zheng; Cheng Wang 003 (Neurocomputing, 2024)

SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding. - Ying Chen; Guoan Wang; Yuanfeng Ji; Yanjun Li 007; Jin Ye 002; Tianbin Li; Ming Hu; Rongshan Yu; Yu Qiao 001; Junjun He (CVPR, 2025)