Ya Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 243

Top Venues

Publications

Chaoqin Huang, Aofan Jiang, Jinghao Feng, Ya Zhang, Xinchao Wang, Yanfeng Wang
Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images. CoRR (2024)
Ziqing Fan, Ruipeng Zhang, Jiangchao Yao, Bo Han, Ya Zhang, Yanfeng Wang
Federated Learning with Bilateral Curation for Partially Class-Disjoint Data. CoRR (2024)
Zhaoyang Lyu, Ben Fei, Jinyi Wang, Xudong Xu, Ya Zhang, Weidong Yang, Bo Dai
GetMesh: A Controllable Model for High-quality Mesh Generation and Manipulation. CoRR (2024)
Yan Cai, Linlin Wang, Ye Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He
MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models. AAAI (2024)
Weiming Mai, Jiangchao Yao, Chen Gong, Ya Zhang, Yiu-Ming Cheung, Bo Han
Server-Client Collaborative Distillation for Federated Reinforcement Learning. ACM Trans. Knowl. Discov. Data 18 (1) (2024)
Chaoqin Huang, Haoyan Guan, Aofan Jiang, Yanfeng Wang, Michael W. Spratling, Xinchao Wang, Ya Zhang
Few-Shot Anomaly Detection via Category-Agnostic Registration Learning. CoRR (2024)
Shengchao Hu, Ziqing Fan, Chaoqin Huang, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao
Q-value Regularized Transformer for Offline Reinforcement Learning. CoRR (2024)
Maosen Li, Siheng Chen, Yanning Shen, Genjia Liu, Ivor W. Tsang, Ya Zhang
Online Multi-Agent Forecasting With Interpretable Collaborative Graph Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Qinwei Xu, Ruipeng Zhang, Ya Zhang, Yiyan Wu, Yanfeng Wang
Federated Adversarial Domain Hallucination for Privacy-Preserving Domain Generalization. IEEE Trans. Multim. 26 (2024)
Feng Hong, Yueming Lyu, Jiangchao Yao, Ya Zhang, Ivor W. Tsang, Yanfeng Wang
Diversified Batch Selection for Training Acceleration. CoRR (2024)
Jinxiang Liu, Yikun Liu, Fei Zhang, Chen Ju, Ya Zhang, Yanfeng Wang
Audio-Visual Segmentation via Unlabeled Frame Exploitation. CoRR (2024)
Zihan Zheng, Houqiang Zhong, Qiang Hu, Xiaoyun Zhang, Li Song, Ya Zhang, Yanfeng Wang
HPC: Hierarchical Progressive Coding Framework for Volumetric Video. CoRR (2024)
Pengcheng Qiu, Chaoyi Wu, Xiaoman Zhang, Weixiong Lin, Haicheng Wang, Ya Zhang, Yanfeng Wang, Weidi Xie
Towards Building Multilingual Language Model for Medicine. CoRR (2024)
Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao
Learning Multi-Agent Communication from Graph Modeling Perspective. CoRR (2024)
Xiao Zhou, Xiaoman Zhang, Chaoyi Wu, Ya Zhang, Weidi Xie, Yanfeng Wang
Knowledge-enhanced Visual-Language Pretraining for Computational Pathology. CoRR (2024)
Yuhang Zhou, Siyuan Du, Haolin Li, Jiangchao Yao, Ya Zhang, Yanfeng Wang
Reprogramming Distillation for Medical Foundation Models. CoRR (2024)
Tianjiao Zhang, Huangjie Zheng, Jiangchao Yao, Xiangfeng Wang, Mingyuan Zhou, Ya Zhang, Yanfeng Wang
Long-tailed Diffusion Models with Oriented Calibration. ICLR (2024)
Zihua Zhao, Mengxi Chen, Tianjie Dai, Jiangchao Yao, Bo Han, Ya Zhang, Yanfeng Wang
Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning. CoRR (2024)
Xiaoman Zhang, Chaoyi Wu, Ziheng Zhao, Jiayu Lei, Ya Zhang, Yanfeng Wang, Weidi Xie
RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis. CoRR (2024)
Ruipeng Zhang, Ziqing Fan, Jiangchao Yao, Ya Zhang, Yanfeng Wang
Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts. ICLR (2024)
Zihan Zheng, Houqiang Zhong, Qiang Hu, Xiaoyun Zhang, Li Song, Ya Zhang, Yanfeng Wang
JointRF: End-to-End Joint Optimization for Dynamic Neural Radiance Field Representation and Compression. CoRR (2024)
Ruipeng Zhang, Ziqing Fan, Jiangchao Yao, Ya Zhang, Yanfeng Wang
Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts. CoRR (2024)
Yuhang Zhou, Zihua Zhao, Haolin Li, Siyuan Du, Jiangchao Yao, Ya Zhang, Yanfeng Wang
Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters. CoRR (2024)
Yuhuan Yang, Chaofan Ma, Jiangchao Yao, Zhun Zhong, Ya Zhang, Yanfeng Wang
ReMamber: Referring Image Segmentation with Mamba Twister. CoRR (2024)
Ziqing Fan, Jiangchao Yao, Ruipeng Zhang, Lingjuan Lyu, Ya Zhang, Yanfeng Wang
Federated Learning under Partially Class-Disjoint Data via Manifold Reshaping. CoRR (2024)
Tianjie Dai, Ruipeng Zhang, Feng Hong, Jiangchao Yao, Ya Zhang, Yanfeng Wang
UniChest: Conquer-and-Divide Pre-Training for Multi-Source Chest X-Ray Classification. IEEE Trans. Medical Imaging 43 (8) (2024)
Ziqing Fan, Shengchao Hu, Jiangchao Yao, Gang Niu, Ya Zhang, Masashi Sugiyama, Yanfeng Wang
Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization. CoRR (2024)
Jinxiang Liu, Yu Wang, Chen Ju, Chaofan Ma, Ya Zhang, Weidi Xie
Annotation-free Audio-Visual Segmentation. WACV (2024)
Kendall Schmidt, Benjamin Bearce, Ken Chang, Laura Coombs, Keyvan Farahani, Marawan Elbatel, Kaouther Mouhebe, Robert Marti, Ruipeng Zhang, Ya Zhang, Yanfeng Wang, Yaojun Hu, Haochao Ying, Yuyang Xu, Conrad Testagrose, Mutlu Demirer, Vikash Gupta, Ünal Akünal, Markus Bujotzek, Klaus H. Maier-Hein, Yi Qin, Xiaomeng Li, Jayashree Kalpathy-Cramer, Holger R. Roth
Fair evaluation of federated learning algorithms for automated breast density classification: The results of the 2022 ACR-NCI-NVIDIA federated learning challenge. Medical Image Anal. 95 (2024)
Yuhang Zhou, Haolin Li, Siyuan Du, Jiangchao Yao, Ya Zhang, Yanfeng Wang
Low-Rank Knowledge Decomposition for Medical Foundation Models. CoRR (2024)
Chenxin Xu, Yuxi Wei, Bohan Tang, Sheng Yin, Ya Zhang, Siheng Chen, Yanfeng Wang
Dynamic-group-aware networks for multi-agent trajectory prediction with relational reasoning. Neural Networks 170 (2024)
Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao
Learning Multi-Agent Communication from Graph Modeling Perspective. ICLR (2024)
Feng Hong, Jiangchao Yao, Yueming Lyu, Zhihan Zhou, Ivor W. Tsang, Ya Zhang, Yanfeng Wang
On Harmonizing Implicit Subpopulations. ICLR (2024)
YiQiu Guo, Yuchen Yang, Ya Zhang, Yu Wang, Yanfeng Wang
DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics. CoRR (2024)
Shuyang Jiang, Yusheng Liao, Ya Zhang, Yu Wang, Yanfeng Wang
TAIA: Large Language Models are Out-of-Distribution Data Learners. CoRR (2024)
Xu Chen, Yuangang Pan, Ivor W. Tsang, Ya Zhang
Learning node representations against perturbations. Pattern Recognit. 145 (2024)
Linyu Xing, Mengxi Chen, Jiangchao Yao, Ya Zhang, Yanfeng Wang
Pre-Post Interaction Learning for Brain Tumor Segmentation with Missing MRI Modalities. ICASSP (2024)
Aofan Jiang, Chaoqin Huang, Qing Cao, Yuchen Xu, Zi Zeng, Kang Chen, Ya Zhang, Yanfeng Wang
Anomaly Detection in Electrocardiograms: Advancing Clinical Diagnosis Through Self-Supervised Learning. CoRR (2024)
Weike Zhao, Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie
RaTEScore: A Metric for Radiology Report Generation. CoRR (2024)
Shengchao Hu, Ziqing Fan, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao
HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning. CoRR (2024)
Jiangchao Yao, Bo Han, Zhihan Zhou, Ya Zhang, Ivor W. Tsang
Latent Class-Conditional Noise Model. IEEE Trans. Pattern Anal. Mach. Intell. 45 (8) (2023)
Ziqing Fan, Jiangchao Yao, Ruipeng Zhang, Lingjuan Lyu, Yanfeng Wang, Ya Zhang
Federated Learning under Partially Disjoint Data via Manifold Reshaping. Trans. Mach. Learn. Res. 2023 (2023)
Xiaoman Zhang, Weidi Xie, Chaoqin Huang, Ya Zhang, Xin Chen, Qi Tian, Yanfeng Wang
Self-Supervised Tumor Segmentation With Sim2Real Adaptation. IEEE J. Biomed. Health Informatics 27 (9) (2023)
Chaoqin Huang, Qinwei Xu, Yanfeng Wang, Yu Wang, Ya Zhang
Self-Supervised Masking for Unsupervised Anomaly Detection and Localization. IEEE Trans. Multim. 25 (2023)
Weixiong Lin, Ziheng Zhao, Xiaoman Zhang, Chaoyi Wu, Ya Zhang, Yanfeng Wang, Weidi Xie
PMC-CLIP: Contrastive Language-Image Pre-training Using Biomedical Documents. MICCAI (8) (2023)
Aofan Jiang, Chaoqin Huang, Qing Cao, Shuang Wu, Zi Zeng, Kang Chen, Ya Zhang, Yanfeng Wang
Multi-scale Cross-restoration Framework for Electrocardiogram Anomaly Detection. CoRR (2023)
Haoning Wu, Xiaoyun Zhang, Weidi Xie, Ya Zhang, Yan-Feng Wang
Boost Video Frame Interpolation via Motion Adaptation. BMVC (2023)
Jiangchao Yao, Bo Han, Zhihan Zhou, Ya Zhang, Ivor W. Tsang
Latent Class-Conditional Noise Model. CoRR (2023)
Ruipeng Zhang, Ziqing Fan, Qinwei Xu, Jiangchao Yao, Ya Zhang, Yanfeng Wang
GRACE: A Generalized and Personalized Federated Learning Method for Medical Imaging. MICCAI (3) (2023)
Yiming Qin, Huangjie Zheng, Jiangchao Yao, Mingyuan Zhou, Ya Zhang
Class-Balancing Diffusion Models. CoRR (2023)
Chaoqin Huang, Aofan Jiang, Ya Zhang, Yanfeng Wang
Multi-Scale Memory Comparison for Zero-/Few-Shot Anomaly Detection. CoRR (2023)
Bohan Tang, Yiqi Zhong, Chenxin Xu, Wei-Tao Wu, Ulrich Neumann, Ya Zhang, Siheng Chen, Yanfeng Wang
Collaborative Uncertainty Benefits Multi-Agent Multi-Modal Trajectory Forecasting. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie
MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training. CoRR (2023)
Qinwei Xu, Ruipeng Zhang, Ziqing Fan, Yanfeng Wang, Yi-Yan Wu, Ya Zhang
Fourier-based augmentation with applications to domain generalization. Pattern Recognit. 139 (2023)
Feng Hong, Jiangchao Yao, Zhihan Zhou, Ya Zhang, Yanfeng Wang
Long-Tailed Partial Label Learning via Dynamic Rebalancing. CoRR (2023)
Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao
Graph Decision Transformer. CoRR (2023)
Mengxi Chen, Jiangchao Yao, Linyu Xing, Yu Wang, Ya Zhang, Yanfeng Wang
Redundancy-Adaptive Multimodal Learning for Imperfect Data. CoRR (2023)
Chen Ju, Peisen Zhao, Siheng Chen, Ya Zhang, Xiaoyun Zhang, Yanfeng Wang, Qi Tian
Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization. IEEE Trans. Multim. 25 (2023)
Huangjie Zheng, Xu Chen, Jiangchao Yao, Hongxia Yang, Chunyuan Li, Ya Zhang, Hao Zhang, Ivor W. Tsang, Jingren Zhou, Mingyuan Zhou
Contrastive Attraction and Contrastive Repulsion for Representation Learning. Trans. Mach. Learn. Res. 2023 (2023)
Jiayu Lei, Lisong Dai, Haoyun Jiang, Chaoyi Wu, Xiaoman Zhang, Yao Zhang, Jiangchao Yao, Weidi Xie, Yanyong Zhang, Yuehua Li, Ya Zhang, Yanfeng Wang
UniBrain: Universal Brain MRI Diagnosis with Hierarchical Knowledge-enhanced Pre-training. CoRR (2023)
Qinwei Xu, Ruipeng Zhang, Yiyan Wu, Ya Zhang, Ning Liu, Yanfeng Wang
SimDE: A Simple Domain Expansion Approach for Single-source Domain Generalization. CVPR Workshops (2023)
Feng Hong, Jiangchao Yao, Zhihan Zhou, Ya Zhang, Yanfeng Wang
Long-Tailed Partial Label Learning via Dynamic Rebalancing. ICLR (2023)
Fei Zhang, Tianfei Zhou, Boyang Li, Hao He, Chaofan Ma, Tianjiao Zhang, Jiangchao Yao, Ya Zhang, Yanfeng Wang
Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation. NeurIPS (2023)
Xu Chen, Ya Zhang, Ivor W. Tsang, Yuangang Pan, Jingchao Su
Toward Equivalent Transformation of User Preferences in Cross Domain Recommendation. ACM Trans. Inf. Syst. 41 (1) (2023)
Yikun Liu, Jiangchao Yao, Ya Zhang, Yan-Feng Wang, Weidi Xie
Zero-shot Composed Text-Image Retrieval. BMVC (2023)
Feng Chang, Chaoyi Wu, Yanfeng Wang, Ya Zhang, Xin Chen, Qi Tian
Boundary-Enhanced Self-supervised Learning for Brain Structure Segmentation. MICCAI (1) (2022)
Chen Ju, Tengda Han, Kunhao Zheng, Ya Zhang, Weidi Xie
Prompting Visual-Language Models for Efficient Video Understanding. ECCV (35) (2022)
Chaoqin Huang, Haoyan Guan, Aofan Jiang, Ya Zhang, Michael W. Spratling, Yan-Feng Wang
Registration Based Few-Shot Anomaly Detection. ECCV (24) (2022)
Ziqing Fan, Yanfeng Wang, Jiangchao Yao, Lingjuan Lyu, Ya Zhang, Qi Tian
FedSkip: Combatting Statistical Heterogeneity with Federated Skip Aggregation. CoRR (2022)
Jinxiang Liu, Chen Ju, Weidi Xie, Ya Zhang
Exploiting Transformation Invariance and Equivariance for Self-supervised Sound Localisation. CoRR (2022)
Xu Chen, Siheng Chen, Jiangchao Yao, Huangjie Zheng, Ya Zhang, Ivor W. Tsang
Learning on Attribute-Missing Graphs. IEEE Trans. Pattern Anal. Mach. Intell. 44 (2) (2022)
Zida Cheng, Siheng Chen, Ya Zhang
Spatio-Temporal Graph Complementary Scattering Networks. ICASSP (2022)
Maosen Li, Siheng Chen, Xu Chen, Ya Zhang, Yanfeng Wang, Qi Tian
Symbiotic Graph Neural Networks for 3D Skeleton-Based Human Action Recognition and Motion Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 44 (6) (2022)
Fei Ye, Chaoqin Huang, Jinkun Cao, Maosen Li, Ya Zhang, Cewu Lu
Attribute Restoration Framework for Anomaly Detection. IEEE Trans. Multim. 24 (2022)
Qinye Zhou, Ziyi Li, Weidi Xie, Xiaoyun Zhang, Yan-Feng Wang, Ya Zhang
A Simple Plugin for Transforming Images to Arbitrary Scales. BMVC (2022)
Yue Hu, Siheng Chen, Xu Chen, Ya Zhang, Xiao Gu
Neural Message Passing for Visual Relationship Detection. CoRR (2022)
Wentao Liu, Chaofan Ma, Yuhuan Yang, Weidi Xie, Ya Zhang
Transforming the Interactive Segmentation for Medical Imaging. CoRR (2022)
Bohan Tang, Yiqi Zhong, Chenxin Xu, Wei-Tao Wu, Ulrich Neumann, Yanfeng Wang, Ya Zhang, Siheng Chen
Collaborative Uncertainty Benefits Multi-Agent Multi-Modal Trajectory Forecasting. CoRR (2022)
Chaoyi Wu, Feng Chang, Xiao Su, Zhihan Wu, Yanfeng Wang, Ling Zhu, Ya Zhang
Integrating features from lymph node stations for metastatic lymph node detection. Comput. Medical Imaging Graph. 101 (2022)
Yangyi Dong, Xiaoyun Zhang, Zhixin Wang, Ya Zhang, Siheng Chen, Yanfeng Wang
Unpaired Face Restoration via Learnable Cross-Quality Shift. CVPR Workshops (2022)
Ziheng Zhao, Tianjiao Zhang, Weidi Xie, Yanfeng Wang, Ya Zhang
K-Space Transformer for Fast MRI Reconstruction with Implicit Representation. CoRR (2022)
Chenxin Xu, Maosen Li, Zhenyang Ni, Ya Zhang, Siheng Chen
GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning. CoRR (2022)
Chaoqin Huang, Qinwei Xu, Yanfeng Wang, Yu Wang, Ya Zhang
Self-Supervised Masking for Unsupervised Anomaly Detection and Localization. CoRR (2022)
Chaofan Ma, Yuhuan Yang, Yan-Feng Wang, Ya Zhang, Weidi Xie
Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models. BMVC (2022)
Chenxin Xu, Yuxi Wei, Bohan Tang, Sheng Yin, Ya Zhang, Siheng Chen
Dynamic-Group-Aware Networks for Multi-Agent Trajectory Prediction with Relational Reasoning. CoRR (2022)
Jinxiang Liu, Yangheng Zhao, Siheng Chen, Ya Zhang
A 3D Mesh-Based Lifting-and-Projection Network for Human Pose Transfer. IEEE Trans. Multim. 24 (2022)
Chenxin Xu, Maosen Li, Zhenyang Ni, Ya Zhang, Siheng Chen
GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning. CVPR (2022)
Chaoqin Huang, Haoyan Guan, Aofan Jiang, Ya Zhang, Michael W. Spratling, Yan-Feng Wang
Registration based Few-Shot Anomaly Detection. CoRR (2022)
Yuxuan Jiang, Yanfeng Wang, Ruipeng Zhang, Qinwei Xu, Ya Zhang, Xin Chen, Qi Tian
Domain-Conditioned Normalization for Test-Time Domain Generalization. ECCV Workshops (8) (2022)
Jinxiang Liu, Chen Ju, Weidi Xie, Ya Zhang
Exploiting Transformation Invariance and Equivariance for Self-supervised Sound Localisation. ACM Multimedia (2022)
Ruipeng Zhang, Qinwei Xu, Chaoqin Huang, Ya Zhang, Yanfeng Wang
Semi-Supervised Domain Generalization for Medical Image Analysis. ISBI (2022)
Lefei Zhang, Shixiang Feng, Yu Wang, Yanfeng Wang, Ya Zhang, Xin Chen, Qi Tian
Unsupervised Ensemble Distillation for Multi-Organ Segmentation. ISBI (2022)
Peisen Zhao, Lingxi Xie, Ya Zhang, Qi Tian
Actionness-Guided Transformer for Anchor-Free Temporal Action Localization. IEEE Signal Process. Lett. 29 (2022)
Yixuan Huang, Xiaoyun Zhang, Yu Fu, Siheng Chen, Ya Zhang, Yanfeng Wang, Dazhi He
Task Decoupled Framework for Reference-based Super-Resolution. CVPR (2022)
Maosen Li, Siheng Chen, Zijing Zhang, Lingxi Xie, Qi Tian, Ya Zhang
Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction. ECCV (6) (2022)
Maosen Li, Siheng Chen, Zijing Zhang, Lingxi Xie, Qi Tian, Ya Zhang
Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction. CoRR (2022)
Peisen Zhao, Lingxi Xie, Jiajie Wang, Ya Zhang, Qi Tian
Progressive privileged knowledge distillation for online action detection. Pattern Recognit. 129 (2022)
Wentao Liu, Chaofan Ma, Yuhuan Yang, Weidi Xie, Ya Zhang
Transforming the Interactive Segmentation for Medical Imaging. MICCAI (4) (2022)
Yuhang Zhou, Shuwen Sun, Qiu-Ping Liu, Xun Xu, Ya Zhang, Yu-Dong Zhang
TED: Two-stage expert-guided interpretable diagnosis framework for microvascular invasion in hepatocellular carcinoma. Medical Image Anal. 82 (2022)
Chaoqin Huang, Fei Ye, Peisen Zhao, Ya Zhang, Yan-Feng Wang, Qi Tian
ESAD: End-to-end Semi-supervised Anomaly Detection. BMVC (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ya Zhang