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2020 – today
- 2024
[j31]Jiajing Xie, Yuhang Song, Hailong Zheng
, Shijie Luo, Ying Chen, Chen Zhang, Rongshan Yu, Mengsha Tong:
PathMethy: an interpretable AI framework for cancer origin tracing based on DNA methylation. Briefings Bioinform. 25(6) (2024)- [j30]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: 127227 (2024) - [j29]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: 106151 (2024) - [c51]Hao Li, Ying Chen, Yifei Chen, Rongshan Yu, Wenxian Yang, Liansheng Wang, Bowen Ding, Yuchen Han:
Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction. CVPR 2024: 11398-11407 - [c50]Tiexin Yu, Xinxia Wang, Xu Xiao, Rongshan Yu:
Harmonizing Tradition with Technology: Using AI in Traditional Music Preservation. IJCNN 2024: 1-8 - [c49]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: 3299-3310 - [i6]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 abs/2402.19326 (2024) - [i5]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 abs/2404.08027 (2024) - [i4]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 abs/2405.18291 (2024) - [i3]Ying Chen, Guoan Wang, Yuanfeng Ji, Yanjun Li, Jin Ye, Tianbin Li, Bin Zhang, Nana Pei, Rongshan Yu, Yu Qiao, Junjun He:
SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding. CoRR abs/2410.11761 (2024) - [i2]Yuxiang Lin, Ling Luo, Ying Chen, Xushi Zhang, Zihui Wang, Wenxian Yang, Mengsha Tong, Rongshan Yu:
ST-Align: A Multimodal Foundation Model for Image-Gene Alignment in Spatial Transcriptomics. CoRR abs/2411.16793 (2024) - 2023
- [j28]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) - [j27]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) - [j26]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): 387 (2023) - [j25]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): 1337-1348 (2023) - [j24]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): 2462-2473 (2023) - [c48]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: 1272-1279 - [c47]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: 745-754 - 2022
- [j23]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) - [j22]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: 104093 (2022) - [j21]Yating Lin, Haojun Li, Xu Xiao, Lei Zhang, Kejia Wang, Jingbo Zhao, Minshu Wang, Frank Zheng, Minwei Zhang, Wenxian Yang, Jiahuai Han, Rongshan Yu:
DAISM-DNNXMBD: Highly accurate cell type proportion estimation with in silico data augmentation and deep neural networks. Patterns 3(3): 100440 (2022) - [j20]Liansheng Wang, Lianyu Zhou, Wenxian Yang, Rongshan Yu:
Deepfakes: A new threat to image fabrication in scientific publications? Patterns 3(5): 100509 (2022) - [c46]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: 933-941 - [c45]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: 181-191 - 2021
- [j19]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) - [j18]Lihong Huang, Bin Hong, Wenxian Yang, Liansheng Wang, Rongshan Yu:
Snipe: highly sensitive pathogen detection from metagenomic sequencing data. Briefings Bioinform. 22(5) (2021) - [j17]Chenxin Li, Mingxuan Gao, Wenxian Yang, Chuanqi Zhong, Rongshan Yu:
Diamond: a multi-modal DIA mass spectrometry data processing pipeline. Bioinform. 37(2): 265-267 (2021) - [j16]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: 102092 (2021) - [c44]Yu Liu, Mingxuan Gao, Lixuan Tan, Hongjin Liu, Yating Lin, Wenxian Yang, Rongshan Yu:
scSparkXMBD: High-Performance scRNA-seq Data Processing with Spark. BIBM 2021: 1956-1962 - [c43]Zheng Wang, Xiaoliang Fan, Jianzhong Qi, Chenglu Wen, Cheng Wang, Rongshan Yu:
Federated Learning with Fair Averaging. IJCAI 2021: 1615-1623 - [i1]Zheng Wang, Xiaoliang Fan, Jianzhong Qi, Chenglu Wen, Cheng Wang, Rongshan Yu:
Federated Learning with Fair Averaging. CoRR abs/2104.14937 (2021) - 2020
- [j15]Rongshan Yu, Wenxian Yang:
ScaleQC: a scalable lossy to lossless solution for NGS data compression. Bioinform. 36(17): 4551-4559 (2020) - [j14]Rongshan Yu, Wenxian Yang, Shun Wang:
Performance evaluation of lossy quality compression algorithms for RNA-seq data. BMC Bioinform. 21(1): 321 (2020) - [j13]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: 244-248 (2020)
2010 – 2019
- 2019
- [c42]Lujing Xiao, Chuanpan Zheng, Xiaoliang Fan, FYi Xie, Rongshan Yu:
Predicting ICU Mortality from Heterogeneous Clinical Events with Prior Medical Knowledge. KDH@IJCAI 2019: 55-59 - 2018
- [c41]Shun Wang, Wenxian Yang, Xiang Zhang, Rongshan Yu:
Performance Evaluation of IMP: A Rapid Secondary Analysis Pipeline for NGS Data. BIBM 2018: 1170-1176 - [c40]Wenxian Yang, Yating Lin, Shiyao Wu, Rongshan Yu:
Improving Coding Efficiency of MPEG-G Standard Using Context-Based Arithmetic Coding. BIBM 2018: 1177-1183 - [c39]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: 523-528 - 2017
- [c38]Huan Zhou, Rongshan Yu, Ying Song, Haiyan Shu:
A new noise annoyance measurement metric for urban noise sensing and evaluation. ICASSP 2017: 6020-6024 - 2016
- [c37]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: 1045-1049 - 2015
- [c36]Haiyan Shu, Wenyu Jiang, Rongshan Yu:
k-Nearest Neighbors algorithm based on weak bit implementation on Enhanced Vote Count circuit. MMSP 2015: 1-6 - 2014
- [j12]Rongshan Yu, Ying Song, Milashini Nambiar:
Fast system identification using prominent subspace LMS. Digit. Signal Process. 27: 44-56 (2014) - [j11]Haiyan Shu, Rongshan Yu, Haibin Huang:
Optimal normalisation of prediction residual for predictive coding with random access. IET Signal Process. 8(7): 710-719 (2014) - [j10]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 61-II(6): 448-452 (2014) - [j9]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): 2270-2280 (2014) - [c35]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: 1-6 - [c34]Wenxian Yang, Rongshan Yu, Wenyu Jiang, Haiyan Shu:
Efficient implementation of Gaussian Mixture Models using vote count circuit. APSIPA 2014: 1-5 - [c33]Wenxian Yang, Xiaoming Bao, Rongshan Yu:
Modeling price elasticity of electricity demand using AIDS. ISGT 2014: 1-5 - 2013
- [j8]Rongshan Yu:
Speech enhancement based on soft audible noise masking and noise power estimation. Speech Commun. 55(10): 964-974 (2013) - [c32]Huan Zhou, Haiyan Shu, Rongshan Yu, Haibin Huang, Susanto Rahardja:
A novel scalable audio coding scheme. ICASSP 2013: 533-537 - [c31]Wenyu Jiang, Rongshan Yu:
High-performance, very low power content-based search engine. ICME Workshops 2013: 1-6 - [c30]Rongshan Yu, Haiyan Shu, Susanto Rahardja:
Time utility function based packet scheduling algorithm for streaming scalable media. ICME 2013: 1-6 - 2012
- [j7]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): 1734-1742 (2012) - [c29]Xiaoming Bao, Rongshan Yu:
Streaming of scalable multimedia over Content Delivery Cloud. APSIPA 2012: 1-5 - [c28]Wenyu Jiang, Yongwei Zhu, Xiaoming Bao, Rongshan Yu:
Cloud-based audio fingerprinting service. APSIPA 2012: 1-6 - [c27]Haiyan Shu, Rongshan Yu, Susanto Rahardja:
Dynamic incentive strategy for voluntary demand response based on TDP scheme. APSIPA 2012: 1-6 - [c26]Dong-Yan Huang, Yongwei Zhu, Dajun Wu, Rongshan Yu:
Detecting Intelligibility by Linear Dimensionality Reduction and Normalized Voice Quality Hierarchical Features. INTERSPEECH 2012: 546-549 - [c25]Rongshan Yu, Ying Song, Susanto Rahardja:
LMS in prominent system subspace for fast system identification. SSP 2012: 209-212 - 2011
- [c24]Rongshan Yu, Dajun Wu, Jianping Chen, Susanto Rahardja:
Low-complexity priority based packet scheduling for streaming MPEG-4 SLS. MMSP 2011: 1-6 - [c23]Rongshan Yu, Haiyan Shu, Susanto Rahardja:
An adaptive streaming system for MPEG-4 Scalable to Lossless audio. WASPAA 2011: 41-44 - [c22]Haiyan Shu, Rongshan Yu, Haibin Huang, Susanto Rahardja:
Normalization of LPC residue for random access frame in audio coding. WASPAA 2011: 265-268 - 2010
- [c21]Ying Song, Susanto Rahardja, Rongshan Yu:
Beamforming performance of circular microphone array on spherical platform near bottom boundary. ICME 2010: 743-747
2000 – 2009
- 2009
- [c20]Rongshan Yu:
A low-complexity noise estimation algorithm based on smoothing of noise power estimation and estimation bias correction. ICASSP 2009: 4421-4424 - 2007
- [j6]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): 5-15 (2007) - [j5]Te Li, Susanto Rahardja, Rongshan Yu, Soo Ngee Koh:
On Integer MDCT for Perceptual Audio Coding. IEEE Trans. Speech Audio Process. 15(8): 2236-2248 (2007) - [c19]Rongshan Yu, Charles Q. Robinson, Corey Cheng:
Low-Complexity Binaural Decoding Using Time/Frequency Domain HRTF Equalization. MMM (1) 2007: 545-556 - 2006
- [j4]Rongshan Yu, Susanto Rahardja, Xiao Lin, Chi Chung Ko:
A fine granular scalable to lossless audio coder. IEEE Trans. Speech Audio Process. 14(4): 1352-1363 (2006) - [j3]Haibin Huang, Susanto Rahardja, Rongshan Yu, Xiao Lin:
Integer MDCT with enhanced approximation of the DCT-IV. IEEE Trans. Signal Process. 54(3): 1156-1159 (2006) - [c18]Haibin Huang, Susanto Rahardja, Xiao Lin, Rongshan Yu, Pasi Fränti:
Cascaded RLS-LMS Prediction in MPEG-4 Lossless Audio Coding. ICASSP (5) 2006: 181-184 - [c17]Rongshan Yu, Te Li, Susanto Rahardja:
Perceptually Enhanced Bit-Plane Coding for Scalable Audio. ICME 2006: 1153-1156 - 2005
- [c16]Rongshan Yu, Xiao Lin, Susanto Rahardja, Chi Chung Ko, Haibin Huang:
Improving coding efficiency for MPEG-4 Audio Scalable Lossless coding. ICASSP (3) 2005: 169-172 - [c15]Zhi Li, Qibin Sun, Yong Lian, Rongshan Yu:
A scalable watermarking scheme for the scalable audio coder. ICC 2005: 1341-1346 - [c14]Rong Zhang, Rongshan Yu, Qibin Sun, Wai-Choong Wong:
A New Bit-Plane Entropy Coder for Scalable Image Coding. ICME 2005: 237-240 - [c13]Te Li, Rongshan Yu, Soo Ngee Koh:
Study on Rounding Errors of INTMDCT in Perceptual Audio Coding. ISM 2005: 753-758 - [c12]Rongshan Yu, Xiao Lin, Susanto Rahardja, Haibin Huang:
MPEG-4 Scalable to Lossless Audio Coding - Emerging International Standard for Digital Audio Compression. MMSP 2005: 1-4 - 2004
- [c11]Haibin Huang, Susanto Rahardja, Rongshan Yu, Xiao Lin:
A fast algorithm of integer MDCT for lossless audio coding. ICASSP (4) 2004: 177-180 - [c10]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: 1004-1007 - [c9]Rongshan Yu, Xiao Lin, Susanto Rahardja, Chi Chung Ko:
A statistics study of the MDCT coefficient distribution for audio. ICME 2004: 1483-1486 - 2003
- [j2]Rongshan Yu, Chi Chung Ko:
Lossless compression of digital audio using cascaded RLS-LMS prediction. IEEE Trans. Speech Audio Process. 11(6): 532-537 (2003) - [c8]Rongshan Yu, Chi Chong Ko, Susanto Rahardja, Xiao Lin:
Bit-plane Golomb coding for sources with Laplacian distributions. ICASSP (4) 2003: 277-280 - [c7]Rongshan Yu, Xiao Lin, Susanto Rahardja, Chi Chung Ko:
A fine granular scalable perceptually lossy and lossless audio coder. ICME 2003: 65-68 - [c6]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: 169-172 - [c5]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: 573-576 - 2002
- [j1]Rongshan Yu, Chi Chung Ko:
A warped linear-prediction-based subband audio coding algorithm. IEEE Trans. Speech Audio Process. 10(1): 1-8 (2002) - [c4]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: 127-134 - 2001
- [c3]Rongshan Yu:
Improving Quality Of Low Bit Rate Audio Coding By Using Short-Time Spectral Attenuation. ICME 2001 - 2000
- [c2]Rongshan Yu:
Subband Audio Coding using a Perceptually Hybrid Vector-Scalar Quantization. IEEE International Conference on Multimedia and Expo (II) 2000: 827-830
1990 – 1999
- 1999
- [c1]Rongshan Yu, Chi Chung Ko:
High quality audio coding using a novel hybrid WLP-subband coding algorithm. ISSPA 1999: 483-486
Coauthor Index
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