Rongshan Yu

95 papers A* 6A 11B 1C 4Misc 4Journal 41Unranked 28
YearRankTypeTitle / Venue / Authors
2026 J jnl
AFD-INSTRUCTION: A Comprehensive Antibody Instruction Dataset with Functional Annotations for LLM-Based Understanding and Design.
CoRR
Ling Luo, Wenbin Jiang, Hongyuan Chang, Xinkang Wang, Xushi Zhang, Yueting Xiong, Mengsha Tong, Rongshan Yu
2026 A* conf
Hybrid Routing for a Mixture of LoRA Experts.
AAAI
Yitong Huang, Ziqi Yang, Zihui Wang, Jianzhong Qi, Rongshan Yu, Xiaoliang Fan, Cheng Wang
2026 J jnl
Project Imaging-X: A Survey of 1000+ Open-Access Medical Imaging Datasets for Foundation Model Development.
CoRR
Zhongying Deng, Cheng Tang, Ziyan Huang, Jiashi Lin, Ying Chen, Junzhi Ning, Chenglong Ma, Jiyao Liu, Wei Li, Yinghao Zhu, Shujian Gao, Yanyan Huang, Sibo Ju, Yanzhou Su, Pengcheng Chen, Wenhao Tang, Tianbin Li, Haoyu Wang, Yuanfeng Ji, Hui Sun, Shaobo Min, Liang Peng, Feilong Tang, Haochen Xue, Rulin Zhou, Chaoyang Zhang, Wenjie Li, Shaohao Rui, Weijie Ma, Xingyue Zhao, Yibin Wang, Kun Yuan, Zhaohui Lu, Shujun Wang, Jinjie Wei, Lihao Liu, Dingkang Yang, Lin Wang, Yulong Li, Haolin Yang, Yiqing Shen, Lequan Yu, Xiaowei Hu, Yun Gu, Yicheng Wu, Benyou Wang, Minghui Zhang, Angelica I. Aviles-Rivero, Qi Gao, Hongming Shan, Xiaoyu Ren, Fang Yan, Hongyu Zhou, Haodong Duan, Maosong Cao, Shanshan Wang, Bin Fu, Xiaomeng Li, Zhi Hou, Chunfeng Song, Lei Bai, Yuan Cheng, Yuandong Pu, Xiang Li, Wenhai Wang, Hao Chen, Jiaxin Zhuang, Songyang Zhang, Huiguang He, Mengzhang Li, Bohan Zhuang, Zhian Bai, Rongshan Yu, Liansheng Wang, Yukun Zhou, Xiaosong Wang, Xin Guo, Guanbin Li, Xiangru Lin, Dakai Jin, Mianxin Liu, Wenlong Zhang, Qi Qin, Conghui He, Yuqiang Li, Ye Luo, Nanqing Dong, Jie Xu, Wenqi Shao, Bo Zhang, Qiujuan Yan, Yihao Liu, Jun Ma, Zhi Lu, Yuewen Cao, Zongwei Zhou, Jianming Liang, Shixiang Tang, Qi Duan, et al.
2026 J jnl
When OpenClaw Meets Hospital: Toward an Agentic Operating System for Dynamic Clinical Workflows.
CoRR
Wenxian Yang, Hanzheng Qiu, Bangqun Zhang, Chengquan Li, Zhiyong Huang, Xiaobin Feng, Rongshan Yu, Jiahong Dong
2025 J jnl
HyperST: Hierarchical Hyperbolic Learning for Spatial Transcriptomics Prediction.
CoRR
Chen Zhang, Yilu An, Ying Chen, Hao Li, Xitong Ling, Lihao Liu, Junjun He, Yuxiang Lin, Zihui Wang, Rongshan Yu
2025 A* conf
SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding.
CVPR
Ying Chen, Guoan Wang, Yuanfeng Ji, Yanjun Li, Jin Ye, Tianbin Li, Ming Hu, Rongshan Yu, Yu Qiao, Junjun He
2025 — conf
SurvMamba: State Space Model with Multi-Grained Multi-Modal Interaction for Survival Prediction.
BIBM
Ying Chen, Jiajing Xie, Yuxiang Lin, Yuhang Song, Chen Zhang, Wenxian Yang, Rongshan Yu
2024 J jnl
ConTIG: Continuous representation learning on temporal interaction graphs.
Neural Networks
Zihui Wang, Peizhen Yang, Xiaoliang Fan, Xu Yan, Zonghan Wu, Shirui Pan, Longbiao Chen, Yu Zang, Cheng Wang, Rongshan Yu
2024 J jnl
FedAVE: Adaptive data value evaluation framework for collaborative fairness in federated learning.
Neurocomputing
Zihui Wang, Zhaopeng Peng, Xiaoliang Fan, Zheng Wang, Shangbin Wu, Rongshan Yu, Peizhen Yang, Chuanpan Zheng, Cheng Wang
2024 A* conf
FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated Learning.
KDD
Zihui Wang, Zheng Wang, Lingjuan Lyu, Zhaopeng Peng, Zhicheng Yang, Chenglu Wen, Rongshan Yu, Cheng Wang, Xiaoliang Fan
2024 J jnl
FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated Learning.
CoRR
Zihui Wang, Zheng Wang, Lingjuan Lyu, Zhaopeng Peng, Zhicheng Yang, Chenglu Wen, Rongshan Yu, Cheng Wang, Xiaoliang Fan
2024 A* conf
Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction.
CVPR
Hao Li, Ying Chen, Yifei Chen, Rongshan Yu, Wenxian Yang, Liansheng Wang, Bowen Ding, Yuchen Han
2024 J jnl
Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction.
CoRR
Hao Li, Ying Chen, Yifei Chen, Wenxian Yang, Bowen Ding, Yuchen Han, Liansheng Wang, Rongshan Yu
2024 B conf
Harmonizing Tradition with Technology: Using AI in Traditional Music Preservation.
IJCNN
Tiexin Yu, Xinxia Wang, Xu Xiao, Rongshan Yu
2024 J jnl
PathMethy: an interpretable AI framework for cancer origin tracing based on DNA methylation.
Briefings Bioinform.
Jiajing Xie, Yuhang Song, Hailong Zheng, Shijie Luo, Ying Chen, Chen Zhang, Rongshan Yu, Mengsha Tong
2024 J jnl
ST-Align: A Multimodal Foundation Model for Image-Gene Alignment in Spatial Transcriptomics.
CoRR
Yuxiang Lin, Ling Luo, Ying Chen, Xushi Zhang, Zihui Wang, Wenxian Yang, Mengsha Tong, Rongshan Yu
2024 J jnl
SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding.
CoRR
Ying Chen, Guoan Wang, Yuanfeng Ji, Yanjun Li, Jin Ye, Tianbin Li, Bin Zhang, Nana Pei, Rongshan Yu, Yu Qiao, Junjun He
2024 J jnl
SurvMamba: State Space Model with Multi-grained Multi-modal Interaction for Survival Prediction.
CoRR
Ying Chen, Jiajing Xie, Yuxiang Lin, Yuhang Song, Wenxian Yang, Rongshan Yu
2023 — conf
Detect the Unseen: An Expandable Detection Model for Stem Cell Images.
BIBM
Hao Li, Yating Lin, Ying Chen, Sijie Lin, Zhibin Huang, Wenxian Yang, Wei Li, Rongshan Yu
2023 J jnl
Hybrid Graph Convolutional Network With Online Masked Autoencoder for Robust Multimodal Cancer Survival Prediction.
IEEE Trans. Medical Imaging
Wentai Hou, Chengxuan Lin, Lequan Yu, Jing Qin, Rongshan Yu, Liansheng Wang
2023 J jnl
MuRCL: Multi-Instance Reinforcement Contrastive Learning for Whole Slide Image Classification.
IEEE Trans. Medical Imaging
Zhonghang Zhu, Lequan Yu, Wei Wu, Rongshan Yu, Defu Zhang, Liansheng Wang
2023 — conf
Multi-scope Analysis Driven Hierarchical Graph Transformer for Whole Slide Image Based Cancer Survival Prediction.
MICCAI (6)
Wentai Hou, Yan He, Bingjian Yao, Lequan Yu, Rongshan Yu, Feng Gao, Liansheng Wang
2023 J jnl
Prioritizing prognostic-associated subpopulations and individualized recurrence risk signatures from single-cell transcriptomes of colorectal cancer.
Briefings Bioinform.
Mengsha Tong, Yuxiang Lin, Wenxian Yang, Jinsheng Song, Zheyang Zhang, Jiajing Xie, Jingyi Tian, Shijie Luo, Chenyu Liang, Jialiang Huang, Rongshan Yu
2023 J jnl
SC-AIR-BERT: a pre-trained single-cell model for predicting the antigen-binding specificity of the adaptive immune receptor.
Briefings Bioinform.
Yu Zhao, Xiaona Su, Weitong Zhang, Sijie Mai, Zhimeng Xu, Chenchen Qin, Rongshan Yu, Bing He, Jianhua Yao
2023 J jnl
cgMSI: pathogen detection within species from nanopore metagenomic sequencing data.
BMC Bioinform.
Xu Zhu, Lili Zhao, Lihong Huang, Wenxian Yang, Liansheng Wang, Rongshan Yu
2022 J jnl
A downsampling method enables robust clustering and integration of single-cell transcriptome data.
J. Biomed. Informatics
Jun Ren, Quan Zhang, Ying Zhou, Yudi Hu, Xuejing Lyu, Hongkun Fang, Jing Yang, Rongshan Yu, Xiaodong Shi, Qiyuan Li
2022 J jnl
Application of individualized differential expression analysis in human cancer proteome.
Briefings Bioinform.
Yachen Liu, Yalan Lin, Wenxian Yang, Yuxiang Lin, Yujuan Wu, Zheyang Zhang, Nuoqi Lin, Xianlong Wang, Mengsha Tong, Rongshan Yu
2022 J jnl
DAISM-DNN
Patterns
Yating Lin, Haojun Li, Xu Xiao, Lei Zhang, Kejia Wang, Jingbo Zhao, Minshu Wang, Frank Zheng, Minwei Zhang, Wenxian Yang, Jiahuai Han, Rongshan Yu
2022 J jnl
Deepfakes: A new threat to image fabrication in scientific publications?
Patterns
Liansheng Wang, Lianyu Zhou, Wenxian Yang, Rongshan Yu
2022 A* conf
H^2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis.
AAAI
Wentai Hou, Lequan Yu, Chengxuan Lin, Helong Huang, Rongshan Yu, Jing Qin, Liansheng Wang
2022 — conf
Spatial-Hierarchical Graph Neural Network with Dynamic Structure Learning for Histological Image Classification.
MICCAI (2)
Wentai Hou, Helong Huang, Qiong Peng, Rongshan Yu, Lequan Yu, Liansheng Wang
2021 J jnl
Comparison of high-throughput single-cell RNA sequencing data processing pipelines.
Briefings Bioinform.
Mingxuan Gao, Mingyi Ling, Xinwei Tang, Shun Wang, Xu Xiao, Ying Qiao, Wenxian Yang, Rongshan Yu
2021 J jnl
Diamond: a multi-modal DIA mass spectrometry data processing pipeline.
Bioinform.
Chenxin Li, Mingxuan Gao, Wenxian Yang, Chuanqi Zhong, Rongshan Yu
2021 J jnl
Early neoplasia identification in Barrett's esophagus via attentive hierarchical aggregation and self-distillation.
Medical Image Anal.
Wentai Hou, Liansheng Wang, Shuntian Cai, Zhenyu Lin, Rongshan Yu, Jing Qin
2021 A* conf
Federated Learning with Fair Averaging.
IJCAI
Zheng Wang, Xiaoliang Fan, Jianzhong Qi, Chenglu Wen, Cheng Wang, Rongshan Yu
2021 J jnl
Federated Learning with Fair Averaging.
CoRR
Zheng Wang, Xiaoliang Fan, Jianzhong Qi, Chenglu Wen, Cheng Wang, Rongshan Yu
2021 J jnl
Snipe: highly sensitive pathogen detection from metagenomic sequencing data.
Briefings Bioinform.
Lihong Huang, Bin Hong, Wenxian Yang, Liansheng Wang, Rongshan Yu
2021 — conf
scSpark
BIBM
Yu Liu, Mingxuan Gao, Lixuan Tan, Hongjin Liu, Yating Lin, Wenxian Yang, Rongshan Yu
2020 J jnl
A novel approach combined transfer learning and deep learning to predict TMB from histology image.
Pattern Recognit. Lett.
Liansheng Wang, Yudi Jiao, Ying Qiao, Nianyin Zeng, Rongshan Yu
2020 J jnl
Performance evaluation of lossy quality compression algorithms for RNA-seq data.
BMC Bioinform.
Rongshan Yu, Wenxian Yang, Shun Wang
2020 J jnl
ScaleQC: a scalable lossy to lossless solution for NGS data compression.
Bioinform.
Rongshan Yu, Wenxian Yang
2019 — conf
Predicting ICU Mortality from Heterogeneous Clinical Events with Prior Medical Knowledge.
KDH@IJCAI
Lujing Xiao, Chuanpan Zheng, Xiaoliang Fan, FYi Xie, Rongshan Yu
2018 — conf
Improving Coding Efficiency of MPEG-G Standard Using Context-Based Arithmetic Coding.
BIBM
Wenxian Yang, Yating Lin, Shiyao Wu, Rongshan Yu
2018 — conf
Low complexity probabilistic demand-side bidding strategies for Singapore electricity market.
WF-IoT
Chin Choy Chai, Wenxian Yang, Liu Xiang, Henry Wong Chuen Yuen, Rongshan Yu
2018 — conf
Performance Evaluation of IMP: A Rapid Secondary Analysis Pipeline for NGS Data.
BIBM
Shun Wang, Wenxian Yang, Xiang Zhang, Rongshan Yu
2017 Misc conf
A new noise annoyance measurement metric for urban noise sensing and evaluation.
ICASSP
Huan Zhou, Rongshan Yu, Ying Song, Haiyan Shu
2016 Misc conf
Enhanced vote count circuit based on nor flash memory for fast similarity search.
ICASSP
Haiyan Shu, Wenyu Jiang, Xiaoming Bao, Huan Zhou, Rongshan Yu
2015 C conf
k-Nearest Neighbors algorithm based on weak bit implementation on Enhanced Vote Count circuit.
MMSP
Haiyan Shu, Wenyu Jiang, Rongshan Yu
2014 J jnl
Efficient Implementation of k-Nearest Neighbor Classifier Using Vote Count Circuit.
IEEE Trans. Circuits Syst. II Express Briefs
Haiyan Shu, Rongshan Yu, Wenyu Jiang, Wenxian Yang
2014 — conf
Efficient implementation of Gaussian Mixture Models using vote count circuit.
APSIPA
Wenxian Yang, Rongshan Yu, Wenyu Jiang, Haiyan Shu
2014 J jnl
Fast system identification using prominent subspace LMS.
Digit. Signal Process.
Rongshan Yu, Ying Song, Milashini Nambiar
2014 J jnl
Low-Complexity Packet Scheduling Algorithms for Streaming Scalable Media Based on Time Utility Function.
IEEE Trans. Multim.
Rongshan Yu, Haiyan Shu, Wenyu Jiang
2014 — conf
Modeling price elasticity of electricity demand using AIDS.
ISGT
Wenxian Yang, Xiaoming Bao, Rongshan Yu
2014 — conf
Modelling implications & impacts of going green with EV in Singapore with multi-agent systems.
APSIPA
Thomas Chee Tat Ho, Rongshan Yu, James Russell Lim, Pasi Fränti
2014 J jnl
Optimal normalisation of prediction residual for predictive coding with random access.
IET Signal Process.
Haiyan Shu, Rongshan Yu, Haibin Huang
2013 Misc conf
A novel scalable audio coding scheme.
ICASSP
Huan Zhou, Haiyan Shu, Rongshan Yu, Haibin Huang, Susanto Rahardja
2013 — conf
High-performance, very low power content-based search engine.
ICME Workshops
Wenyu Jiang, Rongshan Yu
2013 J jnl
Speech enhancement based on soft audible noise masking and noise power estimation.
Speech Commun.
Rongshan Yu
2013 A conf
Time utility function based packet scheduling algorithm for streaming scalable media.
ICME
Rongshan Yu, Haiyan Shu, Susanto Rahardja
2012 J jnl
A Statistical Demand-Price Model With Its Application in Optimal Real-Time Price.
IEEE Trans. Smart Grid
Rongshan Yu, Wenxian Yang, Susanto Rahardja
2012 — conf
Cloud-based audio fingerprinting service.
APSIPA
Wenyu Jiang, Yongwei Zhu, Xiaoming Bao, Rongshan Yu
2012 A conf
Detecting Intelligibility by Linear Dimensionality Reduction and Normalized Voice Quality Hierarchical Features.
INTERSPEECH
Dong-Yan Huang, Yongwei Zhu, Dajun Wu, Rongshan Yu
2012 — conf
Dynamic incentive strategy for voluntary demand response based on TDP scheme.
APSIPA
Haiyan Shu, Rongshan Yu, Susanto Rahardja
2012 — conf
LMS in prominent system subspace for fast system identification.
SSP
Rongshan Yu, Ying Song, Susanto Rahardja
2012 — conf
Streaming of scalable multimedia over Content Delivery Cloud.
APSIPA
Xiaoming Bao, Rongshan Yu
2011 — conf
An adaptive streaming system for MPEG-4 Scalable to Lossless audio.
WASPAA
Rongshan Yu, Haiyan Shu, Susanto Rahardja
2011 C conf
Low-complexity priority based packet scheduling for streaming MPEG-4 SLS.
MMSP
Rongshan Yu, Dajun Wu, Jianping Chen, Susanto Rahardja
2011 — conf
Normalization of LPC residue for random access frame in audio coding.
WASPAA
Haiyan Shu, Rongshan Yu, Haibin Huang, Susanto Rahardja
2010 A conf
Beamforming performance of circular microphone array on spherical platform near bottom boundary.
ICME
Ying Song, Susanto Rahardja, Rongshan Yu
2009 Misc conf
A low-complexity noise estimation algorithm based on smoothing of noise power estimation and estimation bias correction.
ICASSP
Rongshan Yu
2007 J jnl
Adaptive rate control algorithm for low power video coding systems.
Multidimens. Syst. Signal Process.
Feng Pan, Zheng Guo Li, Keng Pang Lim, Dajun Wu, Rongshan Yu
2007 — conf
Low-Complexity Binaural Decoding Using Time/Frequency Domain HRTF Equalization.
MMM (1)
Rongshan Yu, Charles Q. Robinson, Corey Cheng
2007 J jnl
On Integer MDCT for Perceptual Audio Coding.
IEEE Trans. Speech Audio Process.
Te Li, Susanto Rahardja, Rongshan Yu, Soo Ngee Koh
2006 J jnl
A fine granular scalable to lossless audio coder.
IEEE Trans. Speech Audio Process.
Rongshan Yu, Susanto Rahardja, Xiao Lin, Chi Chung Ko
2006 — conf
Cascaded RLS-LMS Prediction in MPEG-4 Lossless Audio Coding.
ICASSP (5)
Haibin Huang, Susanto Rahardja, Xiao Lin, Rongshan Yu, Pasi Fränti
2006 J jnl
Integer MDCT with enhanced approximation of the DCT-IV.
IEEE Trans. Signal Process.
Haibin Huang, Susanto Rahardja, Rongshan Yu, Xiao Lin
2006 A conf
Perceptually Enhanced Bit-Plane Coding for Scalable Audio.
ICME
Rongshan Yu, Te Li, Susanto Rahardja
2005 A conf
A New Bit-Plane Entropy Coder for Scalable Image Coding.
ICME
Rong Zhang, Rongshan Yu, Qibin Sun, Wai-Choong Wong
2005 — conf
A scalable watermarking scheme for the scalable audio coder.
ICC
Zhi Li, Qibin Sun, Yong Lian, Rongshan Yu
2005 — conf
Improving coding efficiency for MPEG-4 Audio Scalable Lossless coding.
ICASSP (3)
Rongshan Yu, Xiao Lin, Susanto Rahardja, Chi Chung Ko, Haibin Huang
2005 C conf
MPEG-4 Scalable to Lossless Audio Coding - Emerging International Standard for Digital Audio Compression.
MMSP
Rongshan Yu, Xiao Lin, Susanto Rahardja, Haibin Huang
2005 C conf
Study on Rounding Errors of INTMDCT in Perceptual Audio Coding.
ISM
Te Li, Rongshan Yu, Soo Ngee Koh
2004 — conf
A fast algorithm of integer MDCT for lossless audio coding.
ICASSP (4)
Haibin Huang, Susanto Rahardja, Rongshan Yu, Xiao Lin
2004 — conf
A scalable lossy to lossless audio coder for MPEG-4 lossless audio coding.
ICASSP (3)
Rongshan Yu, Xiao Lin, Susanto Rahardja, Chi Chong Ko
2004 A conf
A statistics study of the MDCT coefficient distribution for audio.
ICME
Rongshan Yu, Xiao Lin, Susanto Rahardja, Chi Chung Ko
2003 A conf
A fine granular scalable perceptually lossy and lossless audio coder.
ICME
Rongshan Yu, Xiao Lin, Susanto Rahardja, Chi Chung Ko
2003 A conf
An adaptive rate control algorithm for video coding over personal digital assistants (PDA).
ICME
Feng Pan, Zhengguo Li, Keng Pang Lim, Dajun Wu, Rongshan Yu, Genan Feng
2003 — conf
Bit-plane Golomb coding for sources with Laplacian distributions.
ICASSP (4)
Rongshan Yu, Chi Chong Ko, Susanto Rahardja, Xiao Lin
2003 J jnl
Lossless compression of digital audio using cascaded RLS-LMS prediction.
IEEE Trans. Speech Audio Process.
Rongshan Yu, Chi Chung Ko
2003 A conf
Video streaming on embedded devices through GPRS network.
ICME
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
2002 — conf
A 2-Stage Partial Distortion Search Algorithm for Block Motion Estimation.
IEEE Pacific Rim Conference on Multimedia
Rongshan Yu, Keng Pang Lim, Dajun Wu, Feng Pan, Zhengguo Li, Genan Feng, Si Wu
2002 J jnl
A warped linear-prediction-based subband audio coding algorithm.
IEEE Trans. Speech Audio Process.
Rongshan Yu, Chi Chung Ko
2001 A conf
Improving Quality Of Low Bit Rate Audio Coding By Using Short-Time Spectral Attenuation.
ICME
Rongshan Yu
2000 A conf
Subband Audio Coding using a Perceptually Hybrid Vector-Scalar Quantization.
IEEE International Conference on Multimedia and Expo (II)
Rongshan Yu
1999 — conf
High quality audio coding using a novel hybrid WLP-subband coding algorithm.
ISSPA
Rongshan Yu, Chi Chung Ko