Progressive display of very high resolution images using wavelets. - Ya Zhang 002; James Ze Wang (AMIA, 2002)

Correlating summarization of multi-source news with k-way graph bi-clustering. - Ya Zhang 002; Chao-Hsien Chu; Xiang Ji 001; Hongyuan Zha (SIGKDD Explor., 2004)

Protein Interaction Inference as a MAX-SAT Problem. - Ya Zhang 002; Hongyuan Zha; Chao-Hsien Chu; Xiang Ji 001 (CVPR Workshops, 2005)

Towards discovering organizational structure from email corpus. - Ding Zhou; Yang Song 008; Hongyuan Zha; Ya Zhang 002 (ICMLA, 2005)

A Time-Series Biclustering Algorithm for Revealing Co-Regulated Genes. - Ya Zhang 002; Hongyuan Zha; Chao-Hsien Chu (ITCC (1), 2005)

Size Regularized Cut for Data Clustering. - Yixin Chen 002; Ya Zhang 002; Xiang Ji 001 (NIPS, 2005)

Identification of Functional Modules in Protein Complexes via Hyperclique Pattern Discovery. - Hui Xiong 001; Xiaofeng He; Chris H. Q. Ding; Ya Zhang 002; Vipin Kumar 001; Stephen R. Holbrook (Pacific Symposium on Biocomputing, 2005)

Comparative mapping of sequence-based and structure-based protein domains. - Ya Zhang 002; John-Marc Chandonia; Chris H. Q. Ding; Stephen R. Holbrook (BMC Bioinform., 2005)

Biclustering Protein Complex Interactions with a Biclique Finding Algorithm. - Chris H. Q. Ding; Ya Zhang 002; Tao Li 001; Stephen R. Holbrook (ICDM, 2006)

Motif Discovery as a Multiple-Instance Problem. - Ya Zhang 002; Yixin Chen 002; Xiang Ji 001 (ICTAI, 2006)

Towards Inferring Protein Interactions: Challenges and Solutions. - Ya Zhang 002; Hongyuan Zha; Chao-Hsien Chu; Xiang Ji 001 (EURASIP J. Adv. Signal Process., 2006)

Splice site prediction using support vector machines with a Bayes kernel. - Ya Zhang 002; Chao-Hsien Chu; Yixin Chen 002; Hongyuan Zha; Xiang Ji 001 (Expert Syst. Appl., 2006)

Machine annotation and retrieval for digital imagery of historical materials. - James Ze Wang; Kurt Grieb; Ya Zhang 002; Ching-chih Chen; Yixin Chen 002; Jia Li 001 (Int. J. Digit. Libr., 2006)

Normalized Linear Transform for Cross-Platform Microarray Data Integration. - Huilin Xiong; Ya Zhang 002; Xue-wen Chen 001 (ICMLA, 2007)

Data-Dependent Kernel Machines for Microarray Data Classification. - Huilin Xiong; Ya Zhang 002; Xue-wen Chen 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2007)

Adapting ranking functions to user preference. - Keke Chen; Ya Zhang 002; Zhaohui Zheng 001; Hongyuan Zha; Gordon Sun (ICDE Workshops, 2008)

A Two-Stage Approach to Chinese Part-of-Speech Tagging. - Aitao Chen; Ya Zhang 002; Gordon Sun (IJCNLP, 2008)

Identifying regional sensitive queries in web search. - Srinivas Vadrevu; Ya Zhang 002; Belle L. Tseng; Gordon Sun; Xin Li (WWW, 2008)

Expected reciprocal rank for graded relevance. - Olivier Chapelle; Donald Metlzer; Ya Zhang 002; Pierre Grinspan (CIKM, 2009)

A risk minimization framework for domain adaptation. - Bo Long; Sudarshan Lamkhede; Srinivas Vadrevu; Ya Zhang 002; Belle L. Tseng (CIKM, 2009)

A dynamic bayesian network click model for web search ranking. - Olivier Chapelle; Ya Zhang 002 (WWW, 2009)

Multi-task learning for boosting with application to web search ranking. - Olivier Chapelle; Pannagadatta K. Shivaswamy; Srinivas Vadrevu; Kilian Q. Weinberger; Ya Zhang 002; Belle L. Tseng (KDD, 2010)

Active learning for ranking through expected loss optimization. - Bo Long; Olivier Chapelle; Ya Zhang 002; Yi Chang 001; Zhaohui Zheng 001; Belle L. Tseng (SIGIR, 2010)

Learning more powerful test statistics for click-based retrieval evaluation. - Yisong Yue; Yue Gao 005; Olivier Chapelle; Ya Zhang 002; Thorsten Joachims (SIGIR, 2010)

Cross-platform microarray data integration using the Normalised Linear Transform. - Huilin Xiong; Ya Zhang 002; Xue-wen Chen 001; Jiangsheng Yu (Int. J. Data Min. Bioinform., 2010)

Boosted multi-task learning. - Olivier Chapelle; Pannagadatta K. Shivaswamy; Srinivas Vadrevu; Kilian Q. Weinberger; Ya Zhang 002; Belle L. Tseng (Mach. Learn., 2011)

Discovering patterns of advertisement propagation in Sina-Microblog. - Zibin Yin; Ya Zhang 002; Weiyuan Chen; Richard Zong (AdKDD@KDD, 2012)

Variance maximization via noise injection for active sampling in learning to rank. - Wenbin Cai; Ya Zhang 002 (CIKM, 2012)

On the Convergence of Graph Matching: Graduated Assignment Revisited. - Yu Tian; Junchi Yan; Hequan Zhang; Ya Zhang 002; Xiaokang Yang 001; Hongyuan Zha (ECCV (3), 2012)

Measuring Pair-Wise Social Influence in Microblog. - Zibin Yin; Ya Zhang 002 (SocialCom/PASSAT, 2012)

Social-Correlation Based Mutual Reinforcement for Short Text Classification and User Interest Tagging. - Rong Li; Ya Zhang 002 (ADMA (1), 2013)

Learning Heterogeneous Coupling Relationships Between Non-IID Terms. - Mu Li; Jinjiu Li; Yuming Ou; Ya Zhang 002; Dan Luo 001; Maninder Bahtia; Longbing Cao (ADMI, 2013)

Learning the Hotness of Information Diffusions with Multi-dimensional Hawkes Processes. - Yi Wei; Ke Zhou 002; Ya Zhang 002; Hongyuan Zha (ADMI, 2013)

Mining IPTV user behaviors with a coupled LDA model. - Weiyuan Chen; Ya Zhang 002; Hongyuan Zha (BMSB, 2013)

Automatic generated recommendation for movie trailers. - Zhe Xu 003; Ya Zhang 002 (BMSB, 2013)

Real-time TV logo detection based on color and HOG features. - Fei Ye; Chongyang Zhang; Ya Zhang 002; Chao Ma 004 (BMSB, 2013)

Joint Optimization for Consistent Multiple Graph Matching. - Junchi Yan; Yu Tian; Hongyuan Zha; Xiaokang Yang 001; Ya Zhang 002; Stephen M. Chu (ICCV, 2013)

Maximizing Expected Model Change for Active Learning in Regression. - Wenbin Cai; Ya Zhang 002; Jun Zhou 007 (ICDM, 2013)

Face recogntion in open world environment. - Jieqiong Qiu; Ya Zhang 002; Jun Sun 005 (VCIP, 2013)

Collaborative filtering with social regularization for TV program recommendation. - Ya Zhang 002; Weiyuan Chen; Zibin Yin (Knowl. Based Syst., 2013)

Reorder user's tweets. - Keyi Shen; Jianmin Wu; Ya Zhang 002; Yiping Han; Xiaokang Yang 001; Li Song 001; Xiao Gu 001 (ACM Trans. Intell. Syst. Technol., 2013)

Feature Selection at the Discrete Limit. - Miao Zhang; Chris H. Q. Ding; Ya Zhang 002; Feiping Nie 001 (AAAI, 2014)

Lifetime popularity prediction for online videos. - Zhiyi Tan 003; Ya Zhang 002; Chaofeng Li; Ning Liu (BMSB, 2014)

Architectural Style Classification Using Multinomial Latent Logistic Regression. - Zhe Xu 003; Dacheng Tao; Ya Zhang 002; Junjie Wu 002; Ah Chung Tsoi (ECCV (1), 2014)

Stability-Based Stopping Criterion for Active Learning. - Wenquan Wang; Wenbin Cai; Ya Zhang 002 (ICDM, 2014)

Multi-touch Attribution in Online Advertising with Survival Theory. - Ya Zhang 002; Yi Wei; Jianbiao Ren (ICDM, 2014)

Active Learning for Support Vector Machines with Maximum Model Change. - Wenbin Cai; Ya Zhang 002; Siyuan Zhou; Wenquan Wang; Chris H. Q. Ding; Xiao Gu 001 (ECML/PKDD (1), 2014)

Exploring Residual and Spatial Consistency for Object Detection. - Hao Wang; Ya Zhang 002; Zhe Xu 003 (VISAPP (2), 2014)

Behavior Informatics: A New Perspective. - Longbing Cao; Thorsten Joachims; Can Wang 004; Éric Gaussier; Jinjiu Li; Yuming Ou; Dan Luo 001; Reza Zafarani; Huan Liu 001; Guandong Xu; Zhiang Wu 001; Gabriella Pasi; et al. (IEEE Intell. Syst., 2014)

An Urban-Rural Dual Structure for the Digital Terrestrial Television Broadcasting System of FOBTV. - Yanfeng Wang 001; Dazhi He; Wenjun Zhang 001; Yunfeng Guan 001; Yao Wang 007; Ya Zhang 002; Hui Hui (IEEE Trans. Broadcast., 2014)

Coupled K-Nearest Centroid Classification for Non-iid Data. - Mu Li; Jinjiu Li; Yuming Ou; Ya Zhang 002; Dan Luo 001; Maninder Bahtia; Longbing Cao (Trans. Comput. Collect. Intell., 2014)

Social Image Analysis From a Non-IID Perspective. - Zhe Xu 003; Ya Zhang 002; Longbing Cao (IEEE Trans. Multim., 2014)

A new approach to create 3D fixation density maps for stereoscopic images. - Baoyan Ma; Jun Zhou 007; Xiao Gu 001; Mingmin Wang; Ya Zhang 002; Xiaoqiang Guo (3DTV-Conference, 2015)

Visual comfort assessment of stereoscopic images with multiple salient objects. - Xiaonan Zhang; Jun Zhou 007; Jianyu Chen; Xiaoqiang Guo; Ya Zhang 002; Xiao Gu 001 (BMSB, 2015)

A depth map estimation approach for trinocular stereo. - Jun Zhou 007; Ling Wang; Xiao Gu 001; Kang Xu 003; Ya Zhang 002 (BMSB, 2015)

IOHMM for location prediction with missing data. - Jiawei Hu; Yanfeng Wang 001; Ya Zhang 002 (DSAA, 2015)

Augmenting Strong Supervision Using Web Data for Fine-Grained Categorization. - Zhe Xu 003; Shaoli Huang; Ya Zhang 002; Dacheng Tao (ICCV, 2015)

Joint Latent Dirichlet Allocation for non-iid social tags. - Jiangchao Yao; Ya Zhang 002; Zhe Xu 003; Jun Sun 005; Jun Zhou 007; Xiao Gu 001 (ICME, 2015)

Online Learning Algorithm for Collective LDA. - Xiaoyu Chen; Jiangchao Yao; Yanfeng Wang 001; Ya Zhang 002 (ICMLA, 2015)

Active learning for ranking with sample density. - Wenbin Cai; Muhan Zhang; Ya Zhang 002 (Inf. Retr. J., 2015)

Deep feature for text-dependent speaker verification. - Yuan Liu; Yanmin Qian; Nanxin Chen; Tianfan Fu; Ya Zhang 002; Kai Yu 004 (Speech Commun., 2015)

A Time-Topic Coupled LDA Model for IPTV User Behaviors. - Ya Zhang 002; Weiyuan Chen; Hongyuan Zha; Xiao Gu 001 (IEEE Trans. Broadcast., 2015)

Active Learning for Ranking through Expected Loss Optimization. - Bo Long; Jiang Bian 002; Olivier Chapelle; Ya Zhang 002; Yoshiyuki Inagaki; Yi Chang 001 (IEEE Trans. Knowl. Data Eng., 2015)

Active Learning for Web Search Ranking via Noise Injection. - Wenbin Cai; Muhan Zhang; Ya Zhang 002 (ACM Trans. Web, 2015)

Synergy and antagonism in online advertising. - Jie Hou; Ya Zhang 002; Xiao Gu 001 (BDCAT, 2016)

Comparison of regressors on 3D visual discomfort prediction. - Runfeng Huang; Jun Zhou 007; Xiao Gu 001; Ya Zhang 002; Alan C. Bovik (BMSB, 2016)

Part-Stacked CNN for Fine-Grained Visual Categorization. - Shaoli Huang; Zhe Xu 003; Dacheng Tao; Ya Zhang 002 (CVPR, 2016)

Preference Aware Recommendation Based on Categorical Information. - Zhiwei Rao; Jiangchao Yao; Ya Zhang 002; Rui Zhang (ICMLA, 2016)

A parameter partial-sharing CNN architecture for cross-domain clothing retrieval. - Yichao Xiong; Ning Liu; Zhe Xu 003; Ya Zhang 002 (VCIP, 2016)

A Novel Time Series Approach for Predicting the Long-Term Popularity of Online Videos. - Zhiyi Tan 003; Yanfeng Wang 001; Ya Zhang 002; Jun Zhou 007 (IEEE Trans. Broadcast., 2016)

Multinomial Latent Logistic Regression for Image Understanding. - Zhe Xu 003; Zhibin Hong; Ya Zhang 002; Junjie Wu 002; Ah Chung Tsoi; Dacheng Tao (IEEE Trans. Image Process., 2016)

An improved pairwise comparison scaling method for subjective image quality assessment. - Zhuqing Zhang; Jun Zhou 007; Ning Liu; Xiao Gu 001; Ya Zhang 002 (BMSB, 2017)

On evaluation the quality of subjective S3D comfort assessment. - Jun Zhou 007; Xiao Gu 001; Ya Zhang 002 (BMSB, 2017)

A Distributed Trajectory Compression Algorithm for Mobile Sensor Networks. - Xiaohui Zhu; Ya Zhang 002 (ICCBN, 2017)

SORT: Second-Order Response Transform for Visual Recognition. - Yan Wang 033; Lingxi Xie; Chenxi Liu 001; Siyuan Qiao; Ya Zhang 002; Wenjun Zhang 001; Qi Tian 001; Alan L. Yuille (ICCV, 2017)

Predicting Relative Popularity via an End-to-End Multi-modality Model. - Hongxiang Cai; Ya Zhang 002; Yanfeng Wang 001; Xie Wang; Jianping Mei; Zhuowei Huang (IFTC, 2017)

Cold-Start Group Profiling with a Clustering-Coupled Topic Model. - Zhijian Jiang; Yanfeng Wang 001; Weiyuan Chen; Xie Wang; Ya Zhang 002; Jianping Mei; Zhuowei Huang (IFTC, 2017)

Distance metric learning with eigenvalue fine tuning. - Wenquan Wang; Ya Zhang 002; Jinglu Hu (IJCNN, 2017)

A Big Data Application of Machine Learning-Based Framework to Identify Type 2 Diabetes Through Electronic Health Records. - Tao Zheng; Ya Zhang 002 (KMO, 2017)

Unsupervised Triplet Hashing for Fast Image Retrieval. - Shanshan Huang; Yichao Xiong; Ya Zhang 002; Jia Wang (ACM Multimedia (Thematic Workshops), 2017)

Discovering User Interests from Social Images. - Jiangchao Yao; Ya Zhang 002; Ivor W. Tsang; Jun Sun 005 (MMM (2), 2017)

Describing Geographical Characteristics with Social Images. - Huangjie Zheng; Jiangchao Yao; Ya Zhang 002 (MMM (1), 2017)

From Theory to Practice: Efficient Active Cost-sensitive Classification with Expected Error Reduction. - Yexun Zhang; Yanfeng Wang 001; Wenbin Cai; Siyuan Zhou; Ya Zhang 002 (SDM, 2017)

Clothing retrieval with visual attention model. - Zhonghao Wang; Yujun Gu; Ya Zhang 002; Jun Zhou 007; Xiao Gu 001 (VCIP, 2017)

Deep hashing with triplet quantization loss. - Yuefu Zhou; Shanshan Huang; Ya Zhang 002; Yanfeng Wang 001 (VCIP, 2017)

SORT: Second-Order Response Transform for Visual Recognition. - Yan Wang 033; Lingxi Xie; Chenxi Liu 001; Ya Zhang 002; Wenjun Zhang 001; Alan L. Yuille (CoRR, 2017)

Deep Collaborative Learning for Visual Recognition. - Yan Wang 033; Lingxi Xie; Ya Zhang 002; Wenjun Zhang 001; Alan L. Yuille (CoRR, 2017)

A machine learning-based framework to identify type 2 diabetes through electronic health records. - Tao Zheng; Wei Xie 002; Liling Xu; Xiaoying He; Ya Zhang 002; Mingrong You; Gong Yang; You Chen 001 (Int. J. Medical Informatics, 2017)

Friend or Foe: Fine-Grained Categorization With Weak Supervision. - Zhe Xu 003; Dacheng Tao; Shaoli Huang; Ya Zhang 002 (IEEE Trans. Image Process., 2017)

Batch Mode Active Learning for Regression With Expected Model Change. - Wenbin Cai; Muhan Zhang; Ya Zhang 002 (IEEE Trans. Neural Networks Learn. Syst., 2017)

Active Learning for Classification with Maximum Model Change. - Wenbin Cai; Yexun Zhang; Ya Zhang 002; Siyuan Zhou; Wenquan Wang; Zhuoxiang Chen; Chris H. Q. Ding (ACM Trans. Inf. Syst., 2017)

A Generic Distributed Scheduling Algorithm for Frame Rate Up Convert Video Transcoding. - Yu Dong; Li Song 001; Rong Xie; Wenjun Zhang 001; Ya Zhang 002 (BMSB, 2018)

Chinese Handwriting Imitation with Hierarchical Generative Adversarial Network. - Jie Chang; Yujun Gu; Ya Zhang 002; Yanfeng Wang 001 (BMVC, 2018)

Learning Multi-touch Conversion Attribution with Dual-attention Mechanisms for Online Advertising. - Kan Ren; Yuchen Fang; Weinan Zhang 001; Shuhao Liu 002; Jiajun Li; Ya Zhang 002; Yong Yu 001; Jun Wang 012 (CIKM, 2018)

Research on Hospital Operation Index Prediction Method Based on PSO-Holt-Winters Model. - Tao Zheng; Ya Zhang 002; Chenhao Fan (CSAE, 2018)

Separating Style and Content for Generalized Style Transfer. - Yexun Zhang; Ya Zhang 002; Wenbin Cai (CVPR, 2018)

Multi-scale Spatially-Asymmetric Recalibration for Image Classification. - Yan Wang 033; Lingxi Xie; Siyuan Qiao; Ya Zhang 002; Wenjun Zhang 001; Alan L. Yuille (ECCV (13), 2018)

Recommendation with Hybrid Interest Model. - Hanqing Zhao; Xu Chen 026; Jiangchao Yao; Ya Zhang 002; Yanfeng Wang 001 (ICDM Workshops, 2018)

Unsupervised Local Facial Attributes Transfer Using Dual Discriminative Adversarial Networks. - Yu Li; Maosen Li; Ya Zhang 002; Ying Wang (ICME, 2018)

MLN: Moment localization Network and Samples Selection for Moment Retrieval. - Bo Huang; Ya Zhang 002; Kai Yu 004 (ICVIP, 2018)

Collaborative Learning for Weakly Supervised Object Detection. - Jiajie Wang; Jiangchao Yao; Ya Zhang 002; Rui Zhang (IJCAI, 2018)

Masking: A New Perspective of Noisy Supervision. - Bo Han 003; Jiangchao Yao; Gang Niu 001; Mingyuan Zhou; Ivor W. Tsang; Ya Zhang 002; Masashi Sugiyama (NeurIPS, 2018)

Deep Dual-view Network with Smooth Loss for Spinal Metastases Classification. - Haoyan Guan; Guangyu Yao; Yexun Zhang; Yujun Gu; Hui Zhao; Ya Zhang 002; Xiao Gu 001 (VCIP, 2018)

Degeneration in VAE: in the Light of Fisher Information Loss. - Huangjie Zheng; Jiangchao Yao; Ya Zhang 002; Ivor W. Tsang (CoRR, 2018)

Variational Composite Autoencoders. - Jiangchao Yao; Ivor W. Tsang; Ya Zhang 002 (CoRR, 2018)

An Element Sensitive Saliency Model with Position Prior Learning for Web Pages. - Jie Chang; Ya Zhang 002; Yanfeng Wang 001 (CoRR, 2018)

Understanding VAEs in Fisher-Shannon Plane. - Huangjie Zheng; Jiangchao Yao; Ya Zhang 002; Ivor W. Tsang (CoRR, 2018)

Variational Collaborative Learning for User Probabilistic Representation. - Kenan Cui; Xu Chen 026; Jiangchao Yao; Ya Zhang 002 (CoRR, 2018)

Phase Collaborative Network for Multi-Phase Medical Imaging Segmentation. - Huangjie Zheng; Lingxi Xie; Tianwei Ni; Ya Zhang 002; Yanfeng Wang 001; Qi Tian 001; Elliot K. Fishman; Alan L. Yuille (CoRR, 2018)

Domain-Invariant Adversarial Learning for Unsupervised Domain Adaption. - Yexun Zhang; Ya Zhang 002; Yanfeng Wang 001; Qi Tian 001 (CoRR, 2018)

Network Compression via Recursive Bayesian Pruning. - Yuefu Zhou; Ya Zhang 002; Yanfeng Wang 001; Qi Tian 001 (CoRR, 2018)

Webly-Supervised Fine-Grained Visual Categorization via Deep Domain Adaptation. - Zhe Xu 003; Shaoli Huang; Ya Zhang 002; Dacheng Tao (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Stopping Criterion for Active Learning with Model Stability. - Yexun Zhang; Wenbin Cai; Wenquan Wang; Ya Zhang 002 (ACM Trans. Intell. Syst. Technol., 2018)

Query-Free Clothing Retrieval via Implicit Relevance Feedback. - Zhuoxiang Chen; Zhe Xu 003; Ya Zhang 002; Xiao Gu 001 (IEEE Trans. Multim., 2018)

Joint Latent Dirichlet Allocation for Social Tags. - Jiangchao Yao; Yanfeng Wang 001; Ya Zhang 002; Jun Sun 005; Jun Zhou 007 (IEEE Trans. Multim., 2018)

Safeguarded Dynamic Label Regression for Noisy Supervision. - Jiangchao Yao; Hao Wu 075; Ya Zhang 002; Ivor W. Tsang; Jun Sun 005 (AAAI, 2019)

Understanding VAEs in Fisher-Shannon Plane. - Huangjie Zheng; Jiangchao Yao; Ya Zhang 002; Ivor W. Tsang; Jia Wang (AAAI, 2019)

Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition. - Maosen Li; Siheng Chen; Xu Chen 026; Ya Zhang 002; Yanfeng Wang 001; Qi Tian 001 (CVPR, 2019)

Online Popularity Prediction of Video Segments: Towards More Efficient Content Delivery Networks. - Zhiyi Tan 003; Wen Hu; Ya Zhang 002; Hao Ding (GLOBECOM, 2019)

Accelerate CNN via Recursive Bayesian Pruning. - Yuefu Zhou; Ya Zhang 002; Yanfeng Wang 001; Qi Tian 001 (ICCV, 2019)

Collaborative Label Correction via Entropy Thresholding. - Hao Wu 075; Jiangchao Yao; Jiajie Wang; Yinru Chen; Ya Zhang 002; Yanfeng Wang 001 (ICDM, 2019)

An Element Sensitive Saliency Model with Position Prior Learning for Web Pages. - Yujun Gu; Jie Chang; Ya Zhang 002; Yanfeng Wang 001 (ICIAI, 2019)

Self-supervised Image Classification based on the Distances of Deep Feature Space. - Zhuoxun He; Ya Zhang 002; Yanfeng Wang 001 (ICVIP, 2019)

Collaborative Semantic Segmentation with Image Labels. - Zhikang Li; Ya Zhang 002; Yanfeng Wang 001 (ICVIP, 2019)

Generative Transferable Adversarial Attack. - Yifeng Li; Ya Zhang 002; Rui Zhang; Yanfeng Wang 001 (ICVIP, 2019)

Spatial Regularized Classification Network for Spinal Dislocation Diagnosis. - Bolin Lai; Shiqi Peng; Guangyu Yao; Ya Zhang 002; Xiaoyun Zhang 001; Yanfeng Wang 001; Hui Zhao (MLMI@MICCAI, 2019)

Children's Neuroblastoma Segmentation Using Morphological Features. - Shengyang Li; Xiaoyun Zhang 001; Xiaoxia Wang; Yu-Min Zhong; Xiaofen Yao; Ya Zhang 002; Yanfeng Wang 001 (MLMI@MICCAI, 2019)

Learning-Based Bone Quality Classification Method for Spinal Metastasis. - Shiqi Peng; Bolin Lai; Guangyu Yao; Xiaoyun Zhang 001; Ya Zhang 002; Yanfeng Wang 001; Hui Zhao (MLMI@MICCAI, 2019)

Weakly Supervised Segmentation of Vertebral Bodies with Iterative Slice-Propagation. - Shiqi Peng; Bolin Lai; Guangyu Yao; Xiaoyun Zhang 001; Ya Zhang 002; Yanfeng Wang 001; Hui Zhao (DART/MIL3ID@MICCAI, 2019)

Handwritten Chinese Font Generation with Collaborative Stroke Refinement. - Chuan Wen; Jie Chang; Ya Zhang 002; Siheng Chen; Yanfeng Wang 001; Mei Han; Qi Tian 001 (CoRR, 2019)

Defending Adversarial Attacks by Correcting logits. - Yifeng Li; Lingxi Xie; Ya Zhang 002; Rui Zhang; Yanfeng Wang 001; Qi Tian 001 (CoRR, 2019)

Node Attribute Generation on Graphs. - Xu Chen 026; Siheng Chen; Huangjie Zheng; Jiangchao Yao; Kenan Cui; Ya Zhang 002; Ivor W. Tsang (CoRR, 2019)

Data Augmentation Revisited: Rethinking the Distribution Gap between Clean and Augmented Data. - Zhuoxun He; Lingxi Xie; Xin Chen 033; Ya Zhang 002; Yanfeng Wang 001; Qi Tian 001 (CoRR, 2019)

Cascading: Association Augmented Sequential Recommendation. - Xu Chen 026; Kenan Cui; Ya Zhang 002; Yanfeng Wang 001 (CoRR, 2019)

Inverse-Transform AutoEncoder for Anomaly Detection. - Chaoqing Huang; Jinkun Cao; Fei Ye; Maosen Li; Ya Zhang 002; Cewu Lu (CoRR, 2019)

Detection of medical text semantic similarity based on convolutional neural network. - Tao Zheng; Yimei Gao; Fei Wang; Chenhao Fan; Xingzhi Fu; Mei Li; Ya Zhang 002; Shaodian Zhang; Handong Ma (BMC Medical Informatics Decis. Mak., 2019)

Deep Learning From Noisy Image Labels With Quality Embedding. - Jiangchao Yao; Jiajie Wang; Ivor W. Tsang; Ya Zhang 002; Jun Sun 005; Chengqi Zhang; Rui Zhang (IEEE Trans. Image Process., 2019)

Predicting the Top-N Popular Videos via a Cross-Domain Hybrid Model. - Zhiyi Tan 003; Ya Zhang 002 (IEEE Trans. Multim., 2019)

Cross-Modality Video Segment Retrieval with Ensemble Learning. - Xinyan Yu 004; Ya Zhang 002; Rui Zhang (Domain Adaptation for Visual Understanding, 2020)

From Quantized DNNs to Quantizable DNNs. - Kunyuan Du; Ya Zhang 002; Haibing Guan (BMVC, 2020)

Collaborative Motion Prediction via Neural Motion Message Passing. - Yue Hu; Siheng Chen; Ya Zhang 002; Xiao Gu 001 (CVPR, 2020)

Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction. - Maosen Li; Siheng Chen; Yangheng Zhao; Ya Zhang 002; Yanfeng Wang 001; Qi Tian 001 (CVPR, 2020)

Iteratively-Refined Interactive 3D Medical Image Segmentation With Multi-Agent Reinforcement Learning. - Xuan Liao; Wenhao Li 001; Qisen Xu; Xiangfeng Wang; Bo Jin 003; Xiaoyun Zhang 001; Yanfeng Wang 001; Ya Zhang 002 (CVPR, 2020)

FTL: A Universal Framework for Training Low-Bit DNNs via Feature Transfer. - Kunyuan Du; Ya Zhang 002; Haibing Guan; Qi Tian 001; Yanfeng Wang 001; Shenggan Cheng; James Lin (ECCV (25), 2020)

Bottom-Up Temporal Action Localization with Mutual Regularization. - Peisen Zhao; Lingxi Xie; Chen Ju; Ya Zhang 002; Yanfeng Wang 001; Qi Tian 001 (ECCV (8), 2020)

Dual Graph Embedding for Object-Tag Link Prediction on the Knowledge Graph. - Chenyang Li; Xu Chen 026; Ya Zhang 002; Siheng Chen; Dan Lv; Yanfeng Wang 001 (ICKG, 2020)

Collaborative Adversarial Learning for Relational Learning on Multiple Bipartite Graphs. - Jingchao Su; Xu Chen 026; Ya Zhang 002; Siheng Chen; Dan Lv; Chenyang Li (ICKG, 2020)

Graph Contrastive Learning with Local and Global Mutual Information Maximization. - Yifei Hu; Ya Zhang 002 (ICIT, 2020)

PU Learning for RPN Generalization. - Tengfei Hou; Ya Zhang 002; Yanfeng Wang 001 (ICVIP, 2020)

Knowledge Distillation from Multi-modal to Mono-modal Segmentation Networks. - Minhao Hu; Matthis Maillard; Ya Zhang 002; Tommaso Ciceri; Giammarco La Barbera; Isabelle Bloch; Pietro Gori (MICCAI (1), 2020)

Error Attention Interactive Segmentation of Medical Image Through Matting and Fusion. - Weifeng Hu; Xiaofen Yao; Zhou Zheng; Xiaoyun Zhang 001; Yu-Min Zhong; Xiaoxia Wang; Ya Zhang 002; Yanfeng Wang 001 (MLMI@MICCAI, 2020)

Dual-Task Self-supervision for Cross-modality Domain Adaptation. - Yingying Xue; Shixiang Feng; Ya Zhang 002; Xiaoyun Zhang 001; Yanfeng Wang 001 (MICCAI (1), 2020)

Semi-supervised Segmentation with Self-training Based on Quality Estimation and Refinement. - Zhou Zheng; Xiaoxia Wang; Xiaoyun Zhang 001; Yu-Min Zhong; Xiaofen Yao; Ya Zhang 002; Yanfeng Wang 001 (MLMI@MICCAI, 2020)

Graph Cross Networks with Vertex Infomax Pooling. - Maosen Li; Siheng Chen; Ya Zhang 002; Ivor W. Tsang (NeurIPS, 2020)

Learning Robust Shape-Based Features for Domain Generalization. - Yexun Zhang; Ya Zhang 002; Qinwei Xu; Ruipeng Zhang (IEEE Access, 2020)

Constraining Temporal Relationship for Action Localization. - Peisen Zhao; Lingxi Xie; Chen Ju; Ya Zhang 002; Qi Tian 001 (CoRR, 2020)

Dual Graph Embedding for Object-Tag LinkPrediction on the Knowledge Graph. - Chenyang Li; Xu Chen 026; Ya Zhang 002; Siheng Chen; Dan Lv; Yanfeng Wang 001 (CoRR, 2020)

Collaborative Adversarial Learning for RelationalLearning on Multiple Bipartite Graphs. - Jingchao Su; Xu Chen 026; Ya Zhang 002; Siheng Chen; Dan Lv; Chenyang Li (CoRR, 2020)

Learning Robust Node Representations on Graphs. - Xu Chen 026; Ya Zhang 002; Ivor W. Tsang; Yuangang Pan (CoRR, 2020)

Towards Equivalent Transformation of User Preferences in Cross Domain Recommendation. - Xu Chen 026; Ya Zhang 002; Ivor W. Tsang; Yuangang Pan; Jingchao Su (CoRR, 2020)

Universal Model for 3D Medical Image Analysis. - Xiaoman Zhang; Ya Zhang 002; Xiaoyun Zhang 001; Yanfeng Wang 001 (CoRR, 2020)

Sampling and Recovery of Graph Signals based on Graph Neural Networks. - Siheng Chen; Maosen Li; Ya Zhang 002 (CoRR, 2020)

Privileged Knowledge Distillation for Online Action Detection. - Peisen Zhao; Jiajie Wang; Lingxi Xie; Ya Zhang 002; Yanfeng Wang 001; Qi Tian 001 (CoRR, 2020)

Deep Unsupervised Image Anomaly Detection: An Information Theoretic Framework. - Fei Ye; Huangjie Zheng; Chaoqing Huang; Ya Zhang 002 (CoRR, 2020)

ESAD: End-to-end Deep Semi-supervised Anomaly Detection. - Chaoqin Huang; Fei Ye; Ya Zhang 002; Yanfeng Wang 001; Qi Tian 001 (CoRR, 2020)

Point-Level Temporal Action Localization: Bridging Fully-supervised Proposals to Weakly-supervised Losses. - Chen Ju; Peisen Zhao; Ya Zhang 002; Yanfeng Wang 001; Qi Tian 001 (CoRR, 2020)

Online Prediction of Video Popularity in OVSs: A Video Age-Sensitive Model With Beyond Views Features. - Zhiyi Tan 003; Ya Zhang 002; Wen Hu (IEEE Trans. Broadcast., 2020)

A Unified Framework for Generalizable Style Transfer: Style and Content Separation. - Yexun Zhang; Ya Zhang 002; Wenbin Cai (IEEE Trans. Image Process., 2020)

Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation. - Chenxin Xu; Siheng Chen; Maosen Li; Ya Zhang 002 (AAAI, 2021)

Cross Domain Embedding Transfer for Cold-start Users in Click-through Rate Prediction. - Yujie Pan 001; Ya Zhang 002 (ACAI, 2021)

ESAD: End-to-end Semi-supervised Anomaly Detection. - Chaoqin Huang; Fei Ye; Peisen Zhao; Ya Zhang 002; Yanfeng Wang 001; Qi Tian 001 (BMVC, 2021)

A Fourier-Based Framework for Domain Generalization. - Qinwei Xu; Ruipeng Zhang; Ya Zhang 002; Yanfeng Wang 001; Qi Tian 001 (CVPR, 2021)

CaT: Weakly Supervised Object Detection with Category Transfer. - Tianyue Cao; Lianyu Du; Xiaoyun Zhang 001; Siheng Chen; Ya Zhang 002; Yanfeng Wang 001 (ICCV, 2021)

Divide and Conquer for Single-frame Temporal Action Localization. - Chen Ju; Peisen Zhao; Siheng Chen; Ya Zhang 002; Yanfeng Wang 001; Qi Tian 001 (ICCV, 2021)

Skeleton Graph Scattering Networks for 3D Skeleton-based Human Motion Prediction. - Maosen Li; Siheng Chen; Zihui Liu; Zijing Zhang; Lingxi Xie; Qi Tian 001; Ya Zhang 002 (ICCVW, 2021)

Semi-Supervised 3D Hand-Object Pose Estimation Via Pose Dictionary Learning. - Zida Cheng; Siheng Chen; Ya Zhang 002 (ICIP, 2021)

Unsupervised Segmentation Framework with Active Contour Models for Cine Cardiac MRI. - Lianyu Du; Liwei Hu; Xiaoyun Zhang 001; Yu-Min Zhong; Ya Zhang 002; Yanfeng Wang 001 (ICIP, 2021)

Deep Unsupervised Image Anomaly Detection: An Information Theoretic Framework. - Fei Ye; Huangjie Zheng; Chaoqin Huang; Ya Zhang 002 (ICIP, 2021)

Cooperative Learning for Noisy Supervision. - Hao Wu 075; Jiangchao Yao; Ya Zhang 002; Yanfeng Wang 001 (ICME, 2021)

Sequential Learning on Liver Tumor Boundary Semantics and Prognostic Biomarker Mining. - Jieneng Chen; Ke Yan 006; Yu-Dong Zhang; Youbao Tang; Xun Xu; Shuwen Sun; Qiuping Liu; Lingyun Huang; Jing Xiao 006; Alan L. Yuille; Ya Zhang 002; Le Lu 001 (MICCAI (7), 2021)

Fully Test-Time Adaptation for Image Segmentation. - Minhao Hu; Tao Song 002; Yujun Gu; Xiangde Luo; Jieneng Chen; Yinan Chen; Ya Zhang 002; Shaoting Zhang 001 (MICCAI (3), 2021)

SAR: Scale-Aware Restoration Learning for 3D Tumor Segmentation. - Xiaoman Zhang; Shixiang Feng; Yuhang Zhou; Ya Zhang 002; Yanfeng Wang 001 (MICCAI (2), 2021)

Collaborative Uncertainty in Multi-Agent Trajectory Forecasting. - Bohan Tang; Yiqi Zhong; Ulrich Neumann; Gang Wang; Siheng Chen; Ya Zhang 002 (NeurIPS, 2021)

Handwritten Chinese Font Generation with Collaborative Stroke Refinement. - Chuan Wen; Yujie Pan 001; Jie Chang; Ya Zhang 002; Siheng Chen; Yanfeng Wang 001; Mei Han; Qi Tian 001 (WACV, 2021)

Uncertainty-aware Incremental Learning for Multi-organ Segmentation. - Yuhang Zhou; Xiaoman Zhang; Shixiang Feng; Ya Zhang 002; Yanfeng Wang 001 (CoRR, 2021)

Collaborative Label Correction via Entropy Thresholding. - Hao Wu 075; Jiaochao Yao; Jiajie Wang; Yinru Chen; Ya Zhang 002; Yanfeng Wang 001 (CoRR, 2021)

Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization. - Chen Ju; Peisen Zhao; Siheng Chen; Ya Zhang 002; Xiaoyun Zhang 001; Qi Tian 001 (CoRR, 2021)

Contrastive Conditional Transport for Representation Learning. - Huangjie Zheng; Xu Chen 026; Jiangchao Yao; Hongxia Yang; Chunyuan Li; Ya Zhang 002; Hao Zhang 050; Ivor W. Tsang; Jingren Zhou 001; Mingyuan Zhou (CoRR, 2021)

Online Multi-Agent Forecasting with Interpretable Collaborative Graph Neural Network. - Maosen Li; Siheng Chen; Yanning Shen; Genjia Liu; Ivor W. Tsang; Ya Zhang 002 (CoRR, 2021)

MS-KD: Multi-Organ Segmentation with Multiple Binary-Labeled Datasets. - Shixiang Feng; Yuhang Zhou; Xiaoman Zhang; Ya Zhang 002; Yanfeng Wang 001 (CoRR, 2021)

Self-supervised Tumor Segmentation through Layer Decomposition. - Xiaoman Zhang; Weidi Xie; Chaoqin Huang; Ya Zhang 002; Yanfeng Wang 001 (CoRR, 2021)

Click-through Rate Prediction with Auto-Quantized Contrastive Learning. - Yujie Pan 001; Jiangchao Yao; Bo Han 003; Kunyang Jia; Ya Zhang 002; Hongxia Yang (CoRR, 2021)

Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction. - Maosen Li; Siheng Chen; Yangheng Zhao; Ya Zhang 002; Yanfeng Wang 001; Qi Tian 001 (IEEE Trans. Image Process., 2021)

Two-Stream Compare and Contrast Network for Vertebral Compression Fracture Diagnosis. - Shixiang Feng; Beibei Liu; Ya Zhang 002; Xiaoyun Zhang 001; Yuehua Li (IEEE Trans. Medical Imaging, 2021)

Boundary-Aware Supervoxel-Level Iteratively Refined Interactive 3D Image Segmentation With Multi-Agent Reinforcement Learning. - Chaofan Ma; Qisen Xu; Xiangfeng Wang; Bo Jin 003; Xiaoyun Zhang 001; Yanfeng Wang 001; Ya Zhang 002 (IEEE Trans. Medical Imaging, 2021)

Universal-to-Specific Framework for Complex Action Recognition. - Peisen Zhao; Lingxi Xie; Ya Zhang 002; Qi Tian 001 (IEEE Trans. Multim., 2021)

Decoupled Variational Embedding for Signed Directed Networks. - Xu Chen 026; Jiangchao Yao; Maosen Li; Ya Zhang 002; Yanfeng Wang 001 (ACM Trans. Web, 2021)

Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models. - Chaofan Ma; Yuhuan Yang; Yanfeng Wang 001; Ya Zhang 002; Weidi Xie (BMVC, 2022)

K-Space Transformer for Undersampled MRI Reconstruction. - Ziheng Zhao; Tianjiao Zhang; Weidi Xie; Yanfeng Wang 001; Ya Zhang 002 (BMVC, 2022)

A Simple Plugin for Transforming Images to Arbitrary Scales. - Qinye Zhou; Ziyi Li 004; Weidi Xie; Xiaoyun Zhang 001; Yanfeng Wang 001; Ya Zhang 002 (BMVC, 2022)

Unpaired Face Restoration via Learnable Cross-Quality Shift. - Yangyi Dong; Xiaoyun Zhang 001; Zhixin Wang; Ya Zhang 002; Siheng Chen; Yanfeng Wang 001 (CVPR Workshops, 2022)

LAR-SR: A Local Autoregressive Model for Image Super-Resolution. - Baisong Guo; Xiaoyun Zhang 001; Haoning Wu 002; Yu Wang 027; Ya Zhang 002; Yanfeng Wang 001 (CVPR, 2022)

Task Decoupled Framework for Reference-based Super-Resolution. - Yixuan Huang; Xiaoyun Zhang 001; Yu Fu; Siheng Chen; Ya Zhang 002; Yanfeng Wang 001; Dazhi He (CVPR, 2022)

GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning. - Chenxin Xu; Maosen Li; Zhenyang Ni; Ya Zhang 002; Siheng Chen (CVPR, 2022)

Registration Based Few-Shot Anomaly Detection. - Chaoqin Huang; Haoyan Guan; Aofan Jiang; Ya Zhang 002; Michael W. Spratling; Yanfeng Wang 001 (ECCV (24), 2022)

Domain-Conditioned Normalization for Test-Time Domain Generalization. - Yuxuan Jiang 010; Yanfeng Wang 001; Ruipeng Zhang; Qinwei Xu; Ya Zhang 002; Xin Chen 033; Qi Tian 001 (ECCV Workshops (8), 2022)

Prompting Visual-Language Models for Efficient Video Understanding. - Chen Ju; Tengda Han; Kunhao Zheng; Ya Zhang 002; Weidi Xie (ECCV (35), 2022)

Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction. - Maosen Li; Siheng Chen; Zijing Zhang; Lingxi Xie; Qi Tian 001; Ya Zhang 002 (ECCV (6), 2022)

Spatio-Temporal Graph Complementary Scattering Networks. - Zida Cheng; Siheng Chen; Ya Zhang 002 (ICASSP, 2022)

FedSkip: Combatting Statistical Heterogeneity with Federated Skip Aggregation. - Ziqing Fan; Yanfeng Wang 001; Jiangchao Yao; Lingjuan Lyu; Ya Zhang 002; Qi Tian 001 (ICDM, 2022)

Contrastive Learning with Boosted Memorization. - Zhihan Zhou 002; Jiangchao Yao; Yanfeng Wang 001; Bo Han 003; Ya Zhang 002 (ICML, 2022)

Deep Fourier Kernel Exploitation in Blind Image Super-Resolution. - Yu Fu; Xiaoyun Zhang 001; Yixuan Huang; Ya Zhang 002; Yanfeng Wang 001 (IFTC, 2022)

Unsupervised Ensemble Distillation for Multi-Organ Segmentation. - Lefei Zhang; Shixiang Feng; Yu Wang 027; Yanfeng Wang 001; Ya Zhang 002; Xin Chen 033; Qi Tian 001 (ISBI, 2022)

Semi-Supervised Domain Generalization for Medical Image Analysis. - Ruipeng Zhang; Qinwei Xu; Chaoqin Huang; Ya Zhang 002; Yanfeng Wang 001 (ISBI, 2022)

Boundary-Enhanced Self-supervised Learning for Brain Structure Segmentation. - Feng Chang; Chaoyi Wu; Yanfeng Wang 001; Ya Zhang 002; Xin Chen 033; Qi Tian 001 (MICCAI (1), 2022)

Transforming the Interactive Segmentation for Medical Imaging. - Wentao Liu; Chaofan Ma; Yuhuan Yang; Weidi Xie; Ya Zhang 002 (MICCAI (4), 2022)

Exploiting Transformation Invariance and Equivariance for Self-supervised Sound Localisation. - Jinxiang Liu; Chen Ju; Weidi Xie; Ya Zhang 002 (ACM Multimedia, 2022)

Integrating features from lymph node stations for metastatic lymph node detection. - Chaoyi Wu; Feng Chang; Xiao Su; Zhihan Wu; Yanfeng Wang 001; Ling Zhu; Ya Zhang 002 (Comput. Medical Imaging Graph., 2022)

K-Space Transformer for Fast MRI Reconstruction with Implicit Representation. - Ziheng Zhao; Tianjiao Zhang; Weidi Xie; Yanfeng Wang 001; Ya Zhang 002 (CoRR, 2022)

Dynamic-Group-Aware Networks for Multi-Agent Trajectory Prediction with Relational Reasoning. - Chenxin Xu; Yuxi Wei; Bohan Tang; Sheng Yin; Ya Zhang 002; Siheng Chen (CoRR, 2022)

Neural Message Passing for Visual Relationship Detection. - Yue Hu; Siheng Chen; Xu Chen 026; Ya Zhang 002; Xiao Gu 001 (CoRR, 2022)

On Transforming Reinforcement Learning by Transformer: The Development Trajectory. - Shengchao Hu; Li Shen 008; Ya Zhang 002; Yixin Chen 001; Dacheng Tao (CoRR, 2022)

TED: Two-stage expert-guided interpretable diagnosis framework for microvascular invasion in hepatocellular carcinoma. - Yuhang Zhou; Shuwen Sun; Qiu-Ping Liu; Xun Xu; Ya Zhang 002; Yu-Dong Zhang (Medical Image Anal., 2022)

Learning on Attribute-Missing Graphs. - Xu Chen 026; Siheng Chen; Jiangchao Yao; Huangjie Zheng; Ya Zhang 002; Ivor W. Tsang (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Symbiotic Graph Neural Networks for 3D Skeleton-Based Human Action Recognition and Motion Prediction. - Maosen Li; Siheng Chen; Xu Chen 026; Ya Zhang 002; Yanfeng Wang 001; Qi Tian 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Progressive privileged knowledge distillation for online action detection. - Peisen Zhao; Lingxi Xie; Jiajie Wang; Ya Zhang 002; Qi Tian 001 (Pattern Recognit., 2022)

Actionness-Guided Transformer for Anchor-Free Temporal Action Localization. - Peisen Zhao; Lingxi Xie; Ya Zhang 002; Qi Tian 001 (IEEE Signal Process. Lett., 2022)

A 3D Mesh-Based Lifting-and-Projection Network for Human Pose Transfer. - Jinxiang Liu; Yangheng Zhao; Siheng Chen; Ya Zhang 002 (IEEE Trans. Multim., 2022)

Attribute Restoration Framework for Anomaly Detection. - Fei Ye; Chaoqin Huang; Jinkun Cao; Maosen Li; Ya Zhang 002; Cewu Lu (IEEE Trans. Multim., 2022)

Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation. - Chuyun Shen; Wenhao Li 001; Ya Zhang 002; Yanfeng Wang 001; Xiangfeng Wang (BIBM, 2023)

Zero-shot Composed Text-Image Retrieval. - Yikun Liu; Jiangchao Yao; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (BMVC, 2023)

Boost Video Frame Interpolation via Motion Adaptation. - Haoning Wu 002; Xiaoyun Zhang 001; Weidi Xie; Ya Zhang 002; Yanfeng Wang 001 (BMVC, 2023)

Enhanced Multimodal Representation Learning with Cross-modal KD. - Mengxi Chen; Linyu Xing; Yu Wang 027; Ya Zhang 002 (CVPR, 2023)

Distilling Vision-Language Pre-Training to Collaborate with Weakly-Supervised Temporal Action Localization. - Chen Ju; Kunhao Zheng; Jinxiang Liu; Peisen Zhao; Ya Zhang 002; Jianlong Chang; Qi Tian 001; Yanfeng Wang 001 (CVPR, 2023)

Controllable Mesh Generation Through Sparse Latent Point Diffusion Models. - Zhaoyang Lyu; Jinyi Wang; Yuwei An; Ya Zhang 002; Dahua Lin; Bo Dai 002 (CVPR, 2023)

Class-Balancing Diffusion Models. - Yiming Qin; Huangjie Zheng; Jiangchao Yao; Mingyuan Zhou; Ya Zhang 002 (CVPR, 2023)

DR2: Diffusion-Based Robust Degradation Remover for Blind Face Restoration. - Zhixin Wang; Ziying Zhang; Xiaoyun Zhang 001; Huangjie Zheng; Mingyuan Zhou; Ya Zhang 002; Yanfeng Wang 001 (CVPR, 2023)

SimDE: A Simple Domain Expansion Approach for Single-source Domain Generalization. - Qinwei Xu; Ruipeng Zhang; Yiyan Wu 001; Ya Zhang 002; Ning Liu; Yanfeng Wang 001 (CVPR Workshops, 2023)

Federated Domain Generalization with Generalization Adjustment. - Ruipeng Zhang; Qinwei Xu; Jiangchao Yao; Ya Zhang 002; Qi Tian 001; Yanfeng Wang 001 (CVPR, 2023)

Open-vocabulary Object Segmentation with Diffusion Models. - Ziyi Li 004; Qinye Zhou; Xiaoyun Zhang 001; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (ICCV, 2023)

MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training for X-ray Diagnosis. - Chaoyi Wu; Xiaoman Zhang; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (ICCV, 2023)

Joint-Relation Transformer for Multi-Person Motion Prediction. - Qingyao Xu; Weibo Mao; Jingze Gong; Chenxin Xu; Siheng Chen; Weidi Xie; Ya Zhang 002; Yanfeng Wang 001 (ICCV, 2023)

Long-Tailed Partial Label Learning via Dynamic Rebalancing. - Feng Hong 004; Jiangchao Yao; Zhihan Zhou 002; Ya Zhang 002; Yanfeng Wang 001 (ICLR, 2023)

Multi-scale Cross-restoration Framework for Electrocardiogram Anomaly Detection. - Aofan Jiang; Chaoqin Huang; Qing Cao; Shuang Wu; Zi Zeng; Kang Chen; Ya Zhang 002; Yanfeng Wang 001 (MICCAI (1), 2023)

PMC-CLIP: Contrastive Language-Image Pre-training Using Biomedical Documents. - Weixiong Lin; Ziheng Zhao; Xiaoman Zhang; Chaoyi Wu; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (MICCAI (8), 2023)

GRACE: A Generalized and Personalized Federated Learning Method for Medical Imaging. - Ruipeng Zhang; Ziqing Fan; Qinwei Xu; Jiangchao Yao; Ya Zhang 002; Yanfeng Wang 001 (MICCAI (3), 2023)

Combating Representation Learning Disparity with Geometric Harmonization. - Zhihan Zhou 002; Jiangchao Yao; Feng Hong 004; Ya Zhang 002; Bo Han 003; Yanfeng Wang 001 (NeurIPS, 2023)

Federated Learning with Bilateral Curation for Partially Class-Disjoint Data. - Ziqing Fan; Ruipeng Zhang; Jiangchao Yao; Bo Han 003; Ya Zhang 002; Yanfeng Wang 001 (NeurIPS, 2023)

Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation. - Chaofan Ma; Yuhuan Yang; Chen Ju; Fei Zhang 016; Ya Zhang 002; Yanfeng Wang 001 (NeurIPS, 2023)

Asynchrony-Robust Collaborative Perception via Bird's Eye View Flow. - Sizhe Wei; Yuxi Wei; Yue Hu; Yifan Lu; Yiqi Zhong; Siheng Chen; Ya Zhang 002 (NeurIPS, 2023)

Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation. - Fei Zhang 016; Tianfei Zhou; Boyang Li; Hao He; Chaofan Ma; Tianjiao Zhang; Jiangchao Yao; Ya Zhang 002; Yanfeng Wang 001 (NeurIPS, 2023)

MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training. - Chaoyi Wu; Xiaoman Zhang; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (CoRR, 2023)

Guiding Text-to-Image Diffusion Model Towards Grounded Generation. - Ziyi Li 004; Qinye Zhou; Xiaoyun Zhang 001; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (CoRR, 2023)

Constraint and Union for Partially-Supervised Temporal Sentence Grounding. - Chen Ju; Haicheng Wang; Jinxiang Liu; Chaofan Ma; Ya Zhang 002; Peisen Zhao; Jianlong Chang; Qi Tian 001 (CoRR, 2023)

K-Diag: Knowledge-enhanced Disease Diagnosis in Radiographic Imaging. - Chaoyi Wu; Xiaoman Zhang; Yanfeng Wang 001; Ya Zhang 002; Weidi Xie (CoRR, 2023)

Knowledge-enhanced Pre-training for Auto-diagnosis of Chest Radiology Images. - Xiaoman Zhang; Chaoyi Wu; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (CoRR, 2023)

Graph Decision Transformer. - Shengchao Hu; Li Shen 008; Ya Zhang 002; Dacheng Tao (CoRR, 2023)

DiffusionSeg: Adapting Diffusion Towards Unsupervised Object Discovery. - Chaofan Ma; Yuhuan Yang; Chen Ju; Fei Zhang 016; Jinxiang Liu; Yu Wang 027; Ya Zhang 002; Yanfeng Wang 001 (CoRR, 2023)

Multi-modal Prompting for Low-Shot Temporal Action Localization. - Chen Ju; Zeqian Li; Peisen Zhao; Ya Zhang 002; Xiaopeng Zhang 008; Qi Tian 001; Yanfeng Wang 001; Weidi Xie (CoRR, 2023)

PMC-LLaMA: Further Finetuning LLaMA on Medical Papers. - Chaoyi Wu; Xiaoman Zhang; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (CoRR, 2023)

Prompt-Tuning Decision Transformer with Preference Ranking. - Shengchao Hu; Li Shen 008; Ya Zhang 002; Dacheng Tao (CoRR, 2023)

PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering. - Xiaoman Zhang; Chaoyi Wu; Ziheng Zhao; Weixiong Lin; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (CoRR, 2023)

Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation. - Chuyun Shen; Wenhao Li 001; Ya Zhang 002; Xiangfeng Wang (CoRR, 2023)

Multi-Modal Prototypes for Open-Set Semantic Segmentation. - Yuhuan Yang; Chaofan Ma; Chen Ju; Ya Zhang 002; Yanfeng Wang 001 (CoRR, 2023)

Audio-aware Query-enhanced Transformer for Audio-Visual Segmentation. - Jinxiang Liu; Chen Ju; Chaofan Ma; Yanfeng Wang 001; Yu Wang 027; Ya Zhang 002 (CoRR, 2023)

Towards Generalist Foundation Model for Radiology. - Chaoyi Wu; Xiaoman Zhang; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (CoRR, 2023)

Multi-Scale Memory Comparison for Zero-/Few-Shot Anomaly Detection. - Chaoqin Huang; Aofan Jiang; Ya Zhang 002; Yanfeng Wang 001 (CoRR, 2023)

Bag of Tricks for Long-Tailed Multi-Label Classification on Chest X-Rays. - Feng Hong 004; Tianjie Dai; Jiangchao Yao; Ya Zhang 002; Yanfeng Wang 001 (CoRR, 2023)

UniBrain: Universal Brain MRI Diagnosis with Hierarchical Knowledge-enhanced Pre-training. - Jiayu Lei; Lisong Dai; Haoyun Jiang; Chaoyi Wu; Xiaoman Zhang; Yao Zhang 010; Jiangchao Yao; Weidi Xie; Yanyong Zhang; Yuehua Li; Ya Zhang 002; Yanfeng Wang 001 (CoRR, 2023)

Can GPT-4V(ision) Serve Medical Applications? Case Studies on GPT-4V for Multimodal Medical Diagnosis. - Chaoyi Wu; Jiayu Lei; Qiaoyu Zheng; Weike Zhao; Weixiong Lin; Xiaoman Zhang; Xiao Zhou; Ziheng Zhao; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (CoRR, 2023)

A Strong Baseline for Temporal Video-Text Alignment. - Zeqian Li; Qirui Chen; Tengda Han; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (CoRR, 2023)

Large-scale Long-tailed Disease Diagnosis on Radiology Images. - Qiaoyu Zheng; Weike Zhao; Chaoyi Wu; Xiaoman Zhang; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (CoRR, 2023)

One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts. - Ziheng Zhao; Yao Zhang 010; Chaoyi Wu; Xiaoman Zhang; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (CoRR, 2023)

Federated Learning under Partially Disjoint Data via Manifold Reshaping. - Ziqing Fan; Jiangchao Yao; Ruipeng Zhang; Lingjuan Lyu; Yanfeng Wang 001; Ya Zhang 002 (Trans. Mach. Learn. Res., 2023)

Contrastive Attraction and Contrastive Repulsion for Representation Learning. - Huangjie Zheng; Xu Chen 026; Jiangchao Yao; Hongxia Yang; Chunyuan Li; Ya Zhang 002; Hao Zhang 050; Ivor W. Tsang; Jingren Zhou 001; Mingyuan Zhou (Trans. Mach. Learn. Res., 2023)

Self-Supervised Masking for Unsupervised Anomaly Detection and Localization. - Chaoqin Huang; Qinwei Xu; Yanfeng Wang 001; Yu Wang 027; Ya Zhang 002 (IEEE Trans. Multim., 2023)

Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization. - Chen Ju; Peisen Zhao; Siheng Chen; Ya Zhang 002; Xiaoyun Zhang 001; Yanfeng Wang 001; Qi Tian 001 (IEEE Trans. Multim., 2023)

Toward Equivalent Transformation of User Preferences in Cross Domain Recommendation. - Xu Chen 026; Ya Zhang 002; Ivor W. Tsang; Yuangang Pan; Jingchao Su (ACM Trans. Inf. Syst., 2023)

Fourier-based augmentation with applications to domain generalization. - Qinwei Xu; Ruipeng Zhang; Ziqing Fan; Yanfeng Wang 001; Yiyan Wu 001; Ya Zhang 002 (Pattern Recognit., 2023)

Latent Class-Conditional Noise Model. - Jiangchao Yao; Bo Han 003; Zhihan Zhou 002; Ya Zhang 002; Ivor W. Tsang (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Self-Supervised Tumor Segmentation With Sim2Real Adaptation. - Xiaoman Zhang; Weidi Xie; Chaoqin Huang; Ya Zhang 002; Xin Chen 033; Qi Tian 001; Yanfeng Wang 001 (IEEE J. Biomed. Health Informatics, 2023)

Collaborative Uncertainty Benefits Multi-Agent Multi-Modal Trajectory Forecasting. - Bohan Tang; Yiqi Zhong; Chenxin Xu; Wei-Tao Wu; Ulrich Neumann; Ya Zhang 002; Siheng Chen; Yanfeng Wang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models. - Yan Cai 020; Linlin Wang; Ye Wang; Gerard de Melo; Ya Zhang 002; Yanfeng Wang 001; Liang He 001 (AAAI, 2024)

DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics. - YiQiu Guo; Yuchen Yang; Ya Zhang 002; Yu Wang 027; Yanfeng Wang 001 (ACL (Findings), 2024)

Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images. - Chaoqin Huang; Aofan Jiang; Jinghao Feng; Ya Zhang 002; Xinchao Wang; Yanfeng Wang 001 (CVPR, 2024)

Audio-Visual Segmentation via Unlabeled Frame Exploitation. - Jinxiang Liu; Yikun Liu; Fei Zhang 016; Chen Ju; Ya Zhang 002; Yanfeng Wang 001 (CVPR, 2024)

Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning. - Zihua Zhao; Mengxi Chen; Tianjie Dai; Jiangchao Yao; Bo Han 003; Ya Zhang 002; Yanfeng Wang 001 (CVPR, 2024)

Low-Rank Knowledge Decomposition for Medical Foundation Models. - Yuhang Zhou; Haolin Li; Siyuan Du; Jiangchao Yao; Ya Zhang 002; Yanfeng Wang 001 (CVPR, 2024)

Multi-sentence Grounding for Long-Term Instructional Video. - Zeqian Li; Qirui Chen; Tengda Han; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (ECCV (56), 2024)

ReMamber: Referring Image Segmentation with Mamba Twister. - Yuhuan Yang; Chaofan Ma; Jiangchao Yao; Zhun Zhong; Ya Zhang 002; Yanfeng Wang 001 (ECCV (10), 2024)

CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios. - Zetian Ouyang; Yishuai Qiu; Linlin Wang; Gerard de Melo; Ya Zhang 002; Yanfeng Wang 001; Liang He 001 (EMNLP, 2024)

RaTEScore: A Metric for Radiology Report Generation. - Weike Zhao; Chaoyi Wu; Xiaoman Zhang; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (EMNLP, 2024)

Pre-Post Interaction Learning for Brain Tumor Segmentation with Missing MRI Modalities. - Linyu Xing; Mengxi Chen; Jiangchao Yao; Ya Zhang 002; Yanfeng Wang 001 (ICASSP, 2024)

JOINTRF: End-To-End Joint Optimization for Dynamic Neural Radiance Field Representation and Compression. - Zihan Zheng; Houqiang Zhong; Qiang Hu 003; Xiaoyun Zhang 001; Li Song 001; Ya Zhang 002; Yanfeng Wang 001 (ICIP, 2024)

On Harmonizing Implicit Subpopulations. - Feng Hong 004; Jiangchao Yao; Yueming Lyu; Zhihan Zhou 002; Ivor W. Tsang; Ya Zhang 002; Yanfeng Wang 001 (ICLR, 2024)

Learning Multi-Agent Communication from Graph Modeling Perspective. - Shengchao Hu; Li Shen 008; Ya Zhang 002; Dacheng Tao (ICLR, 2024)

Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts. - Ruipeng Zhang; Ziqing Fan; Jiangchao Yao; Ya Zhang 002; Yanfeng Wang 001 (ICLR, 2024)

Long-tailed Diffusion Models with Oriented Calibration. - Tianjiao Zhang; Huangjie Zheng; Jiangchao Yao; Xiangfeng Wang; Mingyuan Zhou; Ya Zhang 002; Yanfeng Wang 001 (ICLR, 2024)

MVTexGen: Synthesising 3D Textures Using Multi-View Diffusion. - Jinyi Wang; Fei Ben; Huangjie Zheng; Jiangchao Yao; Ya Zhang 002; Yanfeng Wang 001 (ICME, 2024)

Diversified Batch Selection for Training Acceleration. - Feng Hong 004; Yueming Lyu; Jiangchao Yao; Ya Zhang 002; Ivor W. Tsang; Yanfeng Wang 001 (ICML, 2024)

Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization. - Ziqing Fan; Shengchao Hu; Jiangchao Yao; Gang Niu 001; Ya Zhang 002; Masashi Sugiyama; Yanfeng Wang 001 (ICML, 2024)

HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning. - Shengchao Hu; Ziqing Fan; Li Shen 008; Ya Zhang 002; Yanfeng Wang 001; Dacheng Tao (ICML, 2024)

Q-value Regularized Transformer for Offline Reinforcement Learning. - Shengchao Hu; Ziqing Fan; Chaoqin Huang; Li Shen 008; Ya Zhang 002; Yanfeng Wang 001; Dacheng Tao (ICML, 2024)

Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters. - Yuhang Zhou; Zihua Zhao; Siyuan Du; Haolin Li; Jiangchao Yao; Ya Zhang 002; Yanfeng Wang 001 (ICML, 2024)

Reprogramming Distillation for Medical Foundation Models. - Yuhang Zhou; Siyuan Du; Haolin Li; Jiangchao Yao; Ya Zhang 002; Yanfeng Wang 001 (MICCAI (11), 2024)

HPC: Hierarchical Progressive Coding Framework for Volumetric Video. - Zihan Zheng; Houqiang Zhong; Qiang Hu 003; Xiaoyun Zhang 001; Li Song 001; Ya Zhang 002; Yanfeng Wang 001 (ACM Multimedia, 2024)

Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness. - Mengxi Chen; Fei Zhang 016; Zihua Zhao; Jiangchao Yao; Ya Zhang 002; Yanfeng Wang 001 (NeurIPS, 2024)

TAIA: Large Language Models are Out-of-Distribution Data Learners. - Shuyang Jiang; Yusheng Liao; Ya Zhang 002; Yanfeng Wang 001; Yu Wang 027 (NeurIPS, 2024)

Revive Re-weighting in Imbalanced Learning by Density Ratio Estimation. - Jiaan Luo; Feng Hong 004; Jiangchao Yao; Bo Han 003; Ya Zhang 002; Yanfeng Wang 001 (NeurIPS, 2024)

Annotation-free Audio-Visual Segmentation. - Jinxiang Liu; Yu Wang 027; Chen Ju; Chaofan Ma; Ya Zhang 002; Weidi Xie (WACV, 2024)

Towards Building Multilingual Language Model for Medicine. - Pengcheng Qiu; Chaoyi Wu; Xiaoman Zhang; Weixiong Lin; Haicheng Wang; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (CoRR, 2024)

GetMesh: A Controllable Model for High-quality Mesh Generation and Manipulation. - Zhaoyang Lyu; Ben Fei; Jinyi Wang; Xudong Xu; Ya Zhang 002; Weidong Yang 001; Bo Dai 002 (CoRR, 2024)

Anomaly Detection in Electrocardiograms: Advancing Clinical Diagnosis Through Self-Supervised Learning. - Aofan Jiang; Chaoqin Huang; Qing Cao; Yuchen Xu 008; Zi Zeng; Kang Chen; Ya Zhang 002; Yanfeng Wang 001 (CoRR, 2024)

Knowledge-enhanced Visual-Language Pretraining for Computational Pathology. - Xiao Zhou; Xiaoman Zhang; Chaoyi Wu; Ya Zhang 002; Weidi Xie; Yanfeng Wang 001 (CoRR, 2024)

RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis. - Xiaoman Zhang; Chaoyi Wu; Ziheng Zhao; Jiayu Lei; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (CoRR, 2024)

Federated Learning under Partially Class-Disjoint Data via Manifold Reshaping. - Ziqing Fan; Jiangchao Yao; Ruipeng Zhang; Lingjuan Lyu; Ya Zhang 002; Yanfeng Wang 001 (CoRR, 2024)

AutoRG-Brain: Grounded Report Generation for Brain MRI. - Jiayu Lei; Xiaoman Zhang; Chaoyi Wu; Lisong Dai; Ya Zhang 002; Yanyong Zhang; Yanfeng Wang 001; Weidi Xie; Yuehua Li (CoRR, 2024)

HSDreport: Heart Sound Diagnosis with Echocardiography Reports. - Zihan Zhao; Pingjie Wang; Liudan Zhao; Yuchen Yang; Ya Zhang 002; Kun Sun; Xin Sun; Xin Zhou; Yu Wang 027; Yanfeng Wang 001 (CoRR, 2024)

Self-supervised Anomaly Detection Pretraining Enhances Long-tail ECG Diagnosis. - Aofan Jiang; Chaoqin Huang; Qing Cao; Yuchen Xu 008; Zi Zeng; Kang Chen; Ya Zhang 002; Yanfeng Wang 001 (CoRR, 2024)

LoRKD: Low-Rank Knowledge Decomposition for Medical Foundation Models. - Haolin Li; Yuhang Zhou; Ziheng Zhao; Siyuan Du; Jiangchao Yao; Weidi Xie; Ya Zhang 002; Yanfeng Wang 001 (CoRR, 2024)

Communication Learning in Multi-Agent Systems from Graph Modeling Perspective. - Shengchao Hu; Li Shen 008; Ya Zhang 002; Dacheng Tao (CoRR, 2024)

Task-Aware Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning. - Ziqing Fan; Shengchao Hu; Yuhang Zhou; Li Shen 008; Ya Zhang 002; Yanfeng Wang 001; Dacheng Tao (CoRR, 2024)

AuscultaBase: A Foundational Step Towards AI-Powered Body Sound Diagnostics. - Pingjie Wang; Zihan Zhao; Liudan Zhao; Miao He; Xin Sun; Ya Zhang 002; Kun Sun; Yanfeng Wang 001; Yu Wang 027 (CoRR, 2024)

Continual Task Learning through Adaptive Policy Self-Composition. - Shengchao Hu; Yuhang Zhou; Ziqing Fan; Jifeng Hu; Li Shen 008; Ya Zhang 002; Dacheng Tao (CoRR, 2024)

MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated Modalities. - Haoning Wu 002; Ziheng Zhao; Ya Zhang 002; Weidi Xie; Yanfeng Wang 001 (CoRR, 2024)

Can Modern LLMs Act as Agent Cores in Radiology Environments? - Qiaoyu Zheng; Chaoyi Wu; Pengcheng Qiu; Lisong Dai; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (CoRR, 2024)

PMC-LLaMA: toward building open-source language models for medicine. - Chaoyi Wu; Weixiong Lin; Xiaoman Zhang; Ya Zhang 002; Weidi Xie; Yanfeng Wang 001 (J. Am. Medical Informatics Assoc., 2024)

Fair evaluation of federated learning algorithms for automated breast density classification: The results of the 2022 ACR-NCI-NVIDIA federated learning challenge. - Kendall Schmidt; Benjamin Bearce; Ken Chang; Laura Coombs; Keyvan Farahani; Marawan Elbatel; Kaouther Mouheb; Robert Marti; Ruipeng Zhang; Ya Zhang 002; Yanfeng Wang 001; Yaojun Hu; et al. (Medical Image Anal., 2024)

Dynamic-group-aware networks for multi-agent trajectory prediction with relational reasoning. - Chenxin Xu; Yuxi Wei; Bohan Tang; Sheng Yin; Ya Zhang 002; Siheng Chen; Yanfeng Wang 001 (Neural Networks, 2024)

An objective quantitative diagnosis of depression using a local-to-global multimodal fusion graph neural network. - Shuyu Liu; Jingjing Zhou; Xuequan Zhu; Ya Zhang 002; Xinzhu Zhou; Shaoting Zhang 001; Zhi Yang; Ziji Wang; Ruoxi Wang; Yizhe Yuan; Xin Fang; Xiongying Chen; et al. (Patterns, 2024)

Balanced Destruction-Reconstruction Dynamics for Memory-Replay Class Incremental Learning. - Yuhang Zhou; Jiangchao Yao; Feng Hong 004; Ya Zhang 002; Yanfeng Wang 001 (IEEE Trans. Image Process., 2024)

Federated Adversarial Domain Hallucination for Privacy-Preserving Domain Generalization. - Qinwei Xu; Ruipeng Zhang; Ya Zhang 002; Yiyan Wu 001; Yanfeng Wang 001 (IEEE Trans. Multim., 2024)

Learning node representations against perturbations. - Xu Chen 026; Yuangang Pan; Ivor W. Tsang; Ya Zhang 002 (Pattern Recognit., 2024)

Server-Client Collaborative Distillation for Federated Reinforcement Learning. - Weiming Mai; Jiangchao Yao; Chen Gong 002; Ya Zhang 002; Yiu-Ming Cheung; Bo Han 003 (ACM Trans. Knowl. Discov. Data, 2024)

Online Multi-Agent Forecasting With Interpretable Collaborative Graph Neural Networks. - Maosen Li; Siheng Chen; Yanning Shen; Genjia Liu; Ivor W. Tsang; Ya Zhang 002 (IEEE Trans. Neural Networks Learn. Syst., 2024)

UniChest: Conquer-and-Divide Pre-Training for Multi-Source Chest X-Ray Classification. - Tianjie Dai; Ruipeng Zhang; Feng Hong 004; Jiangchao Yao; Ya Zhang 002; Yanfeng Wang 001 (IEEE Trans. Medical Imaging, 2024)

Multi-modal Prototypes for Open-World Semantic Segmentation. - Yuhuan Yang; Chaofan Ma; Chen Ju; Fei Zhang 016; Jiangchao Yao; Ya Zhang 002; Yanfeng Wang 001 (Int. J. Comput. Vis., 2024)

On Transforming Reinforcement Learning With Transformers: The Development Trajectory. - Shengchao Hu; Li Shen 008; Ya Zhang 002; Yixin Chen 001; Dacheng Tao (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation. - Xiechi Zhang; Zetian Ouyang; Linlin Wang; Gerard de Melo; Zhu Cao; Xiaoling Wang 004; Ya Zhang 002; Yanfeng Wang 001; Liang He 001 (ACL (1), 2025)

Multi-modal Medical Diagnosis via Large-small Model Collaboration. - Wanyi Chen; Zihua Zhao; Jiangchao Yao; Ya Zhang 002; Jiajun Bu; Haishuai Wang (CVPR, 2025)

Towards Universal Soccer Video Understanding. - Jiayuan Rao; Haoning Wu 002; Hao Jiang; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (CVPR, 2025)

Contrast-Unity for Partially-Supervised Temporal Sentence Grounding. - Haicheng Wang; Chen Ju; Weixiong Lin; Chaofan Ma; Shuai Xiao; Ya Zhang 002; Yanfeng Wang 001 (ICASSP, 2025)

AuscMLLM: Bridging Classification and Reasoning in Heart Sound Analysis with a Multimodal Large Language Model. - Zihan Zhao; Pingjie Wang; Liudan Zhao; Ya Zhang 002; Kun Sun; Xin Sun; Xin Zhou; Yanfeng Wang 001; Yu Wang 027 (ICASSP, 2025)

Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection. - Ziqing Fan; Siyuan Du; Shengchao Hu; Pingjie Wang; Li Shen 008; Ya Zhang 002; Dacheng Tao; Yanfeng Wang 001 (ICLR, 2025)

Fine-tuning with Reserved Majority for Noise Reduction. - Shuyang Jiang; Yusheng Liao; Ya Zhang 002; Yanfeng Wang 001; Yu Wang 027 (ICLR, 2025)

Prompt Tuning with Diffusion for Few-Shot Pre-trained Policy Generalization. - Shengchao Hu; Wanru Zhao; Weixiong Lin; Li Shen 008; Ya Zhang 002; Dacheng Tao (AAMAS, 2025)

MegaFusion: Extend Diffusion Models towards Higher-resolution Image Generation without Further Tuning. - Haoning Wu 002; Shaocheng Shen; Qiang Hu 003; Xiaoyun Zhang 001; Ya Zhang 002; Yanfeng Wang 001 (WACV, 2025)

UniBrain: Universal Brain MRI diagnosis with hierarchical knowledge-enhanced pre-training. - Jiayu Lei; Lisong Dai; Haoyun Jiang; Chaoyi Wu; Xiaoman Zhang; Yao Zhang 010; Jiangchao Yao; Weidi Xie; Yan-Ning Zhang 001; Yuehua Li; Ya Zhang 002; Yanfeng Wang 001 (Comput. Medical Imaging Graph., 2025)

Redundancy-Adaptive Multimodal Learning for imperfect data. - Mengxi Chen; Jiangchao Yao; Linyu Xing; Yu Wang 027; Ya Zhang 002; Yanfeng Wang 001 (Neural Networks, 2025)

Towards evaluating and building versatile large language models for medicine. - Chaoyi Wu; Pengcheng Qiu; Jinxin Liu; Hongfei Gu; Na Li; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (npj Digit. Medicine, 2025)

RECISTSurv: Hybrid Multi-Task Transformer for Hepatocellular Carcinoma Response and Survival Evaluation. - Rushi Jiao; Qiuping Liu; Yao Zhang 010; Bangzheng Pu; Bingsen Xue; Yi Cheng; Kailan Yang; Xisheng Liu; Jinrong Qu; Cheng Jin 005; Ya Zhang 002; Yanfeng Wang 001; et al. (IEEE Trans. Image Process., 2025)

Active Sampling for Node Attribute Completion on Graphs. - Benyuan Liu; Xu Chen 026; Yanfeng Wang 001; Ya Zhang 002; Zhi Cao; Ivor W. Tsang (CoRR, 2025)

MedS3: Towards Medical Small Language Models with Self-Evolved Slow Thinking. - Shuyang Jiang; Yusheng Liao; Zhe Chen 024; Ya Zhang 002; Yanfeng Wang 001; Yu Wang 027 (CoRR, 2025)

Fairness-guided federated training for generalization and personalization in cross-silo federated learning. - Ruipeng Zhang; Ziqing Fan; Jiangchao Yao; Ya Zhang 002; Yanfeng Wang 001 (Frontiers Inf. Technol. Electron. Eng., 2025)

M3Builder: A Multi-Agent System for Automated Machine Learning in Medical Imaging. - Jinghao Feng; Qiaoyu Zheng; Chaoyi Wu; Ziheng Zhao; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (CoRR, 2025)

DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models. - YiQiu Guo; Yuchen Yang; Zhe Chen 024; Pingjie Wang; Yusheng Liao; Ya Zhang 002; Yanfeng Wang 001; Yu Wang 027 (CoRR, 2025)

RadIR: A Scalable Framework for Multi-Grained Medical Image Retrieval via Radiology Report Mining. - Tengfei Zhang; Ziheng Zhao; Chaoyi Wu; Xiao Zhou; Ya Zhang 002; Yangfeng Wang; Weidi Xie (CoRR, 2025)

Quantifying the Reasoning Abilities of LLMs on Real-world Clinical Cases. - Pengcheng Qiu; Chaoyi Wu; Shuyu Liu; Weike Zhao; Zhuoxia Chen; Hongfei Gu; Chuanjin Peng; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (CoRR, 2025)

ChatBEV: A Visual Language Model that Understands BEV Maps. - Qingyao Xu; Siheng Chen; Guang Chen; Yanfeng Wang 001; Ya Zhang 002 (CoRR, 2025)

Learning to Instruct for Visual Instruction Tuning. - Zhihan Zhou 002; Feng Hong 004; Jiaan Luo; Jiangchao Yao; Dongsheng Li; Bo Han 003; Ya Zhang 002; Yanfeng Wang 001 (CoRR, 2025)

Combatting Dimensional Collapse in LLM Pre-Training Data via Diversified File Selection. - Ziqing Fan; Siyuan Du; Shengchao Hu; Pingjie Wang; Li Shen 008; Ya Zhang 002; Dacheng Tao; Yanfeng Wang 001 (CoRR, 2025)

ChestX-Reasoner: Advancing Radiology Foundation Models with Reasoning through Step-by-Step Verification. - Ziqing Fan; Cheng Liang; Chaoyi Wu; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (CoRR, 2025)

Uncover the balanced geometry in long-tailed contrastive language-image pretraining. - Zhihan Zhou 002; Yushi Ye; Feng Hong 004; Peisen Zhao; Jiangchao Yao; Ya Zhang 002; Qi Tian 001; Yanfeng Wang 001 (Mach. Learn., 2025)

Multi-Agent System for Comprehensive Soccer Understanding. - Jiayuan Rao; Zifeng Li; Haoning Wu 002; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (CoRR, 2025)

SpatialScore: Towards Unified Evaluation for Multimodal Spatial Understanding. - Haoning Wu 002; Xiao Huang; Yaohui Chen; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (CoRR, 2025)

G4Seg: Generation for Inexact Segmentation Refinement with Diffusion Models. - Tianjiao Zhang; Fei Zhang 016; Jiangchao Yao; Ya Zhang 002; Yanfeng Wang 001 (CoRR, 2025)

Rethinking Whole-Body CT Image Interpretation: An Abnormality-Centric Approach. - Ziheng Zhao; Lisong Dai; Ya Zhang 002; Yanfeng Wang 001; Weidi Xie (CoRR, 2025)

ConText: Driving In-context Learning for Text Removal and Segmentation. - Fei Zhang 016; Pei Zhang 011; Baosong Yang; Fei Huang 002; Yanfeng Wang 001; Ya Zhang 002 (CoRR, 2025)

An Agentic System for Rare Disease Diagnosis with Traceable Reasoning. - Weike Zhao; Chaoyi Wu; Yanjie Fan; Xiaoman Zhang; Pengcheng Qiu; Yuze Sun; Xiao Zhou; Yanfeng Wang 001; Ya Zhang 002; Yongguo Yu; Kun Sun; Weidi Xie (CoRR, 2025)

MoMa: Modulating Mamba for Adapting Image Foundation Models to Video Recognition. - Yuhuan Yang; Chaofan Ma; Zhenjie Mao; Jiangchao Yao; Ya Zhang 002; Yanfeng Wang 001 (CoRR, 2025)

SLIDE: A Unified Mesh and Texture Generation Framework with Enhanced Geometric Control and Multi-view Consistency. - Jinyi Wang; Zhaoyang Lyu; Ben Fei; Jiangchao Yao; Ya Zhang 002; Bo Dai 002; Dahua Lin; Ying He 001; Yanfeng Wang 001 (Int. J. Comput. Vis., 2025)

Differential-informed Sample Selection Accelerates Multimodal Contrastive Learning. - Zihua Zhao; Feng Hong 004; Mengxi Chen; Pengyi Chen; Benyuan Liu; Jiangchao Yao; Ya Zhang 002; Yanfeng Wang 001 (CoRR, 2025)

Wide-In, Narrow-Out: Revokable Decoding for Efficient and Effective DLLMs. - Feng Hong 004; Geng Yu; Yushi Ye; Haicheng Huang; Huangjie Zheng; Ya Zhang 002; Yanfeng Wang 001; Jiangchao Yao (CoRR, 2025)

Few-Shot Anomaly Detection via Category-Agnostic Registration Learning. - Chaoqin Huang; Haoyan Guan; Aofan Jiang; Ya Zhang 002; Michael W. Spratling; Xinchao Wang; Yanfeng Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Decouple before Align: Visual Disentanglement Enhances Prompt Tuning. - Fei Zhang 016; Tianfei Zhou; Jiangchao Yao; Ya Zhang 002; Ivor W. Tsang; Yanfeng Wang 001 (CoRR, 2025)

USGS: Enhancing sparse view synthesis with unseen viewpoint regularization in 3D Gaussian splatting. - Ya Zhang 002; Jiangshu Wei; Yuchao Wang; Jiajun Liu (Pattern Recognit., 2026)