Ya Zhang

According to our database, Ya Zhang authored at least 330 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

UniChest: Conquer-and-Divide Pre-Training for Multi-Source Chest X-Ray Classification.

Tianjie Dai, Ruipeng Zhang, Feng Hong, Jiangchao Yao, Ya Zhang, Yanfeng Wang

IEEE Trans. Medical Imaging, August, 2024

Online Multi-Agent Forecasting With Interpretable Collaborative Graph Neural Networks.

Maosen Li, Siheng Chen, Yanning Shen, Genjia Liu, Ivor W. Tsang, Ya Zhang

IEEE Trans. Neural Networks Learn. Syst., April, 2024

Server-Client Collaborative Distillation for Federated Reinforcement Learning.

Weiming Mai, Jiangchao Yao, Chen Gong, Ya Zhang, Yiu-Ming Cheung, Bo Han

ACM Trans. Knowl. Discov. Data, January, 2024

Learning node representations against perturbations.

Xu Chen, Yuangang Pan, Ivor W. Tsang, Ya Zhang

Pattern Recognit., January, 2024

Federated Adversarial Domain Hallucination for Privacy-Preserving Domain Generalization.

Qinwei Xu, Ruipeng Zhang, Ya Zhang, Yiyan Wu, Yanfeng Wang

IEEE Trans. Multim., 2024

Balanced Destruction-Reconstruction Dynamics for Memory-Replay Class Incremental Learning.

Yuhang Zhou, Jiangchao Yao, Feng Hong, Ya Zhang, Yanfeng Wang

IEEE Trans. Image Process., 2024

Dynamic-group-aware networks for multi-agent trajectory prediction with relational reasoning.

Chenxin Xu, Yuxi Wei, Bohan Tang, Sheng Yin, Ya Zhang, Siheng Chen, Yanfeng Wang

Neural Networks, 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, 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

Medical Image Anal., 2024

PMC-LLaMA: toward building open-source language models for medicine.

Chaoyi Wu, Weixiong Lin, Xiaoman Zhang, Ya Zhang, Weidi Xie, Yanfeng Wang

J. Am. Medical Informatics Assoc., 2024

LoRKD: Low-Rank Knowledge Decomposition for Medical Foundation Models.

Haolin Li, Yuhang Zhou, Ziheng Zhao, Siyuan Du, Jiangchao Yao, Weidi Xie, Ya Zhang, Yanfeng Wang

CoRR, 2024

Self-supervised Anomaly Detection Pretraining Enhances Long-tail ECG Diagnosis.

Aofan Jiang, Chaoqin Huang, Qing Cao, Yuchen Xu, Zi Zeng, Kang Chen, Ya Zhang, Yanfeng Wang

CoRR, 2024

Towards Evaluating and Building Versatile Large Language Models for Medicine.

Chaoyi Wu, Pengcheng Qiu, Jinxin Liu, Hongfei Gu, Na Li, Ya Zhang, Yanfeng Wang, Weidi Xie

CoRR, 2024

MegaFusion: Extend Diffusion Models towards Higher-resolution Image Generation without Further Tuning.

Haoning Wu, Shaocheng Shen, Qiang Hu, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang

CoRR, 2024

HSDreport: Heart Sound Diagnosis with Echocardiography Reports.

Zihan Zhao, Pingjie Wang, Liudan Zhao, Yuchen Yang, Ya Zhang, Kun Sun, Xin Sun, Xin Zhou, Yu Wang, Yanfeng Wang

CoRR, 2024

AutoRG-Brain: Grounded Report Generation for Brain MRI.

Jiayu Lei, Xiaoman Zhang, Chaoyi Wu, Lisong Dai, Ya Zhang, Yanyong Zhang, Yanfeng Wang, Weidi Xie, Yuehua Li

CoRR, 2024

Few-Shot Anomaly Detection via Category-Agnostic Registration Learning.

Chaoqin Huang, Haoyan Guan, Aofan Jiang, Yanfeng Wang, Michael W. Spratling, Xinchao Wang, Ya Zhang

CoRR, 2024

TAIA: Large Language Models are Out-of-Distribution Data Learners.

Shuyang Jiang, Yusheng Liao, Ya Zhang, Yu Wang, Yanfeng Wang

CoRR, 2024

Federated Learning under Partially Class-Disjoint Data via Manifold Reshaping.

Ziqing Fan, Jiangchao Yao, Ruipeng Zhang, Lingjuan Lyu, Ya Zhang, Yanfeng Wang

CoRR, 2024

JointRF: End-to-End Joint Optimization for Dynamic Neural Radiance Field Representation and Compression.

Zihan Zheng, Houqiang Zhong, Qiang Hu, Xiaoyun Zhang, Li Song, Ya Zhang, Yanfeng Wang

CoRR, 2024

RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis.

Xiaoman Zhang, Chaoyi Wu, Ziheng Zhao, Jiayu Lei, Ya Zhang, Yanfeng Wang, Weidi Xie

CoRR, 2024

Knowledge-enhanced Visual-Language Pretraining for Computational Pathology.

Xiao Zhou, Xiaoman Zhang, Chaoyi Wu, Ya Zhang, Weidi Xie, Yanfeng Wang

CoRR, 2024

Anomaly Detection in Electrocardiograms: Advancing Clinical Diagnosis Through Self-Supervised Learning.

Aofan Jiang, Chaoqin Huang, Qing Cao, Yuchen Xu, Zi Zeng, Kang Chen, Ya Zhang, Yanfeng Wang

CoRR, 2024

GetMesh: A Controllable Model for High-quality Mesh Generation and Manipulation.

Zhaoyang Lyu, Ben Fei, Jinyi Wang, Xudong Xu, Ya Zhang, Weidong Yang, Bo Dai

CoRR, 2024

Towards Building Multilingual Language Model for Medicine.

Pengcheng Qiu, Chaoyi Wu, Xiaoman Zhang, Weixiong Lin, Haicheng Wang, Ya Zhang, Yanfeng Wang, Weidi Xie

CoRR, 2024

Annotation-free Audio-Visual Segmentation.

Jinxiang Liu, Yu Wang, Chen Ju, Chaofan Ma, Ya Zhang, Weidi Xie

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

HPC: Hierarchical Progressive Coding Framework for Volumetric Video.

Zihan Zheng, Houqiang Zhong, Qiang Hu, Xiaoyun Zhang, Li Song, Ya Zhang, Yanfeng Wang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Reprogramming Distillation for Medical Foundation Models.

Yuhang Zhou, Siyuan Du, Haolin Li, Jiangchao Yao, Ya Zhang, Yanfeng Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters.

Yuhang Zhou, Zihua Zhao, Siyuan Du, Haolin Li, Jiangchao Yao, Ya Zhang, Yanfeng Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Q-value Regularized Transformer for Offline Reinforcement Learning.

Shengchao Hu, Ziqing Fan, Chaoqin Huang, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao

Proceedings of the Forty-first International Conference on Machine Learning, 2024

HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning.

Shengchao Hu, Ziqing Fan, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization.

Ziqing Fan, Shengchao Hu, Jiangchao Yao, Gang Niu, Ya Zhang, Masashi Sugiyama, Yanfeng Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Diversified Batch Selection for Training Acceleration.

Feng Hong, Yueming Lyu, Jiangchao Yao, Ya Zhang, Ivor W. Tsang, Yanfeng Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

MVTexGen: Synthesising 3D Textures Using Multi-View Diffusion.

Jinyi Wang, Fei Ben, Huangjie Zheng, Jiangchao Yao, Ya Zhang, Yanfeng Wang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Long-tailed Diffusion Models with Oriented Calibration.

Tianjiao Zhang, Huangjie Zheng, Jiangchao Yao, Xiangfeng Wang, Mingyuan Zhou, Ya Zhang, Yanfeng Wang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts.

Ruipeng Zhang, Ziqing Fan, Jiangchao Yao, Ya Zhang, Yanfeng Wang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Learning Multi-Agent Communication from Graph Modeling Perspective.

Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao

Proceedings of the Twelfth International Conference on Learning Representations, 2024

On Harmonizing Implicit Subpopulations.

Feng Hong, Jiangchao Yao, Yueming Lyu, Zhihan Zhou, Ivor W. Tsang, Ya Zhang, Yanfeng Wang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Pre-Post Interaction Learning for Brain Tumor Segmentation with Missing MRI Modalities.

Linyu Xing, Mengxi Chen, Jiangchao Yao, Ya Zhang, Yanfeng Wang

Proceedings of the IEEE International Conference on Acoustics, 2024

RaTEScore: A Metric for Radiology Report Generation.

Weike Zhao, Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 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, Yanfeng Wang, Liang He

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

ReMamber: Referring Image Segmentation with Mamba Twister.

Yuhuan Yang, Chaofan Ma, Jiangchao Yao, Zhun Zhong, Ya Zhang, Yanfeng Wang

Proceedings of the Computer Vision - ECCV 2024, 2024

Multi-sentence Grounding for Long-Term Instructional Video.

Zeqian Li, Qirui Chen, Tengda Han, Ya Zhang, Yanfeng Wang, Weidi Xie

Proceedings of the Computer Vision - ECCV 2024, 2024

Low-Rank Knowledge Decomposition for Medical Foundation Models.

Yuhang Zhou, Haolin Li, Siyuan Du, Jiangchao Yao, Ya Zhang, Yanfeng Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning.

Zihua Zhao, Mengxi Chen, Tianjie Dai, Jiangchao Yao, Bo Han, Ya Zhang, Yanfeng Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Audio-Visual Segmentation via Unlabeled Frame Exploitation.

Jinxiang Liu, Yikun Liu, Fei Zhang, Chen Ju, Ya Zhang, Yanfeng Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images.

Chaoqin Huang, Aofan Jiang, Jinghao Feng, Ya Zhang, Xinchao Wang, Yanfeng Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics.

YiQiu Guo, Yuchen Yang, Ya Zhang, Yu Wang, Yanfeng Wang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models.

Yan Cai, Linlin Wang, Ye Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Collaborative Uncertainty Benefits Multi-Agent Multi-Modal Trajectory Forecasting.

Bohan Tang, Yiqi Zhong, Chenxin Xu, Wei-Tao Wu, Ulrich Neumann, Ya Zhang, Siheng Chen, Yanfeng Wang

IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Self-Supervised Tumor Segmentation With Sim2Real Adaptation.

Xiaoman Zhang, Weidi Xie, Chaoqin Huang, Ya Zhang, Xin Chen, Qi Tian, Yanfeng Wang

IEEE J. Biomed. Health Informatics, September, 2023

Latent Class-Conditional Noise Model.

Jiangchao Yao, Bo Han, Zhihan Zhou, Ya Zhang, Ivor W. Tsang

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Fourier-based augmentation with applications to domain generalization.

Qinwei Xu, Ruipeng Zhang, Ziqing Fan, Yanfeng Wang, Yiyan Wu, Ya Zhang

Pattern Recognit., July, 2023

Toward Equivalent Transformation of User Preferences in Cross Domain Recommendation.

Xu Chen, Ya Zhang, Ivor W. Tsang, Yuangang Pan, Jingchao Su

ACM Trans. Inf. Syst., January, 2023

Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization.

Chen Ju, Peisen Zhao, Siheng Chen, Ya Zhang, Xiaoyun Zhang, Yanfeng Wang, Qi Tian

IEEE Trans. Multim., 2023

Self-Supervised Masking for Unsupervised Anomaly Detection and Localization.

Chaoqin Huang, Qinwei Xu, Yanfeng Wang, Yu Wang, Ya Zhang

IEEE Trans. Multim., 2023

Contrastive Attraction and Contrastive Repulsion for Representation Learning.

Huangjie Zheng, Xu Chen, Jiangchao Yao, Hongxia Yang, Chunyuan Li, Ya Zhang, Hao Zhang, Ivor W. Tsang, Jingren Zhou, Mingyuan Zhou

Trans. Mach. Learn. Res., 2023

Federated Learning under Partially Disjoint Data via Manifold Reshaping.

Ziqing Fan, Jiangchao Yao, Ruipeng Zhang, Lingjuan Lyu, Yanfeng Wang, Ya Zhang

Trans. Mach. Learn. Res., 2023

One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts.

Ziheng Zhao, Yao Zhang, Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie

CoRR, 2023

Large-scale Long-tailed Disease Diagnosis on Radiology Images.

Qiaoyu Zheng, Weike Zhao, Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie

CoRR, 2023

A Strong Baseline for Temporal Video-Text Alignment.

Zeqian Li, Qirui Chen, Tengda Han, Ya Zhang, Yanfeng Wang, Weidi Xie

CoRR, 2023

Redundancy-Adaptive Multimodal Learning for Imperfect Data.

Mengxi Chen, Jiangchao Yao, Linyu Xing, Yu Wang, Ya Zhang, Yanfeng Wang

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, Yanfeng Wang, Weidi Xie

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, Jiangchao Yao, Weidi Xie, Yanyong Zhang, Yuehua Li, Ya Zhang, Yanfeng Wang

CoRR, 2023

Bag of Tricks for Long-Tailed Multi-Label Classification on Chest X-Rays.

Feng Hong, Tianjie Dai, Jiangchao Yao, Ya Zhang, Yanfeng Wang

CoRR, 2023

Multi-Scale Memory Comparison for Zero-/Few-Shot Anomaly Detection.

Chaoqin Huang, Aofan Jiang, Ya Zhang, Yanfeng Wang

CoRR, 2023

Towards Generalist Foundation Model for Radiology.

Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie

CoRR, 2023

Audio-aware Query-enhanced Transformer for Audio-Visual Segmentation.

Jinxiang Liu, Chen Ju, Chaofan Ma, Yanfeng Wang, Yu Wang, Ya Zhang

CoRR, 2023

Multi-Modal Prototypes for Open-Set Semantic Segmentation.

Yuhuan Yang, Chaofan Ma, Chen Ju, Ya Zhang, Yanfeng Wang

CoRR, 2023

PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering.

Xiaoman Zhang, Chaoyi Wu, Ziheng Zhao, Weixiong Lin, Ya Zhang, Yanfeng Wang, Weidi Xie

CoRR, 2023

Prompt-Tuning Decision Transformer with Preference Ranking.

Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao

CoRR, 2023

PMC-LLaMA: Further Finetuning LLaMA on Medical Papers.

Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie

CoRR, 2023

Multi-modal Prompting for Low-Shot Temporal Action Localization.

Chen Ju, Zeqian Li, Peisen Zhao, Ya Zhang, Xiaopeng Zhang, Qi Tian, Yanfeng Wang, Weidi Xie

CoRR, 2023

DiffusionSeg: Adapting Diffusion Towards Unsupervised Object Discovery.

Chaofan Ma, Yuhuan Yang, Chen Ju, Fei Zhang, Jinxiang Liu, Yu Wang, Ya Zhang, Yanfeng Wang

CoRR, 2023

Graph Decision Transformer.

Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao

CoRR, 2023

Knowledge-enhanced Pre-training for Auto-diagnosis of Chest Radiology Images.

Xiaoman Zhang, Chaoyi Wu, Ya Zhang, Yanfeng Wang, Weidi Xie

CoRR, 2023

K-Diag: Knowledge-enhanced Disease Diagnosis in Radiographic Imaging.

Chaoyi Wu, Xiaoman Zhang, Yanfeng Wang, Ya Zhang, Weidi Xie

CoRR, 2023

Constraint and Union for Partially-Supervised Temporal Sentence Grounding.

Chen Ju, Haicheng Wang, Jinxiang Liu, Chaofan Ma, Ya Zhang, Peisen Zhao, Jianlong Chang, Qi Tian

CoRR, 2023

Guiding Text-to-Image Diffusion Model Towards Grounded Generation.

Ziyi Li, Qinye Zhou, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie

CoRR, 2023

MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training.

Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie

CoRR, 2023

Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation.

Fei Zhang, Tianfei Zhou, Boyang Li, Hao He, Chaofan Ma, Tianjiao Zhang, Jiangchao Yao, Ya Zhang, Yanfeng Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation.

Chaofan Ma, Yuhuan Yang, Chen Ju, Fei Zhang, Ya Zhang, Yanfeng Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Federated Learning with Bilateral Curation for Partially Class-Disjoint Data.

Ziqing Fan, Ruipeng Zhang, Jiangchao Yao, Bo Han, Ya Zhang, Yanfeng Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Combating Representation Learning Disparity with Geometric Harmonization.

Zhihan Zhou, Jiangchao Yao, Feng Hong, Ya Zhang, Bo Han, Yanfeng Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

GRACE: A Generalized and Personalized Federated Learning Method for Medical Imaging.

Ruipeng Zhang, Ziqing Fan, Qinwei Xu, Jiangchao Yao, Ya Zhang, Yanfeng Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

PMC-CLIP: Contrastive Language-Image Pre-training Using Biomedical Documents.

Weixiong Lin, Ziheng Zhao, Xiaoman Zhang, Chaoyi Wu, Ya Zhang, Yanfeng Wang, Weidi Xie

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Multi-scale Cross-restoration Framework for Electrocardiogram Anomaly Detection.

Aofan Jiang, Chaoqin Huang, Qing Cao, Shuang Wu, Zi Zeng, Kang Chen, Ya Zhang, Yanfeng Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Long-Tailed Partial Label Learning via Dynamic Rebalancing.

Feng Hong, Jiangchao Yao, Zhihan Zhou, Ya Zhang, Yanfeng Wang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Joint-Relation Transformer for Multi-Person Motion Prediction.

Qingyao Xu, Weibo Mao, Jingze Gong, Chenxin Xu, Siheng Chen, Weidi Xie, Ya Zhang, Yanfeng Wang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training for X-ray Diagnosis.

Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Open-vocabulary Object Segmentation with Diffusion Models.

Ziyi Li, Qinye Zhou, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Federated Domain Generalization with Generalization Adjustment.

Ruipeng Zhang, Qinwei Xu, Jiangchao Yao, Ya Zhang, Qi Tian, Yanfeng Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

SimDE: A Simple Domain Expansion Approach for Single-source Domain Generalization.

Qinwei Xu, Ruipeng Zhang, Yiyan Wu, Ya Zhang, Ning Liu, Yanfeng Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

DR2: Diffusion-Based Robust Degradation Remover for Blind Face Restoration.

Zhixin Wang, Ziying Zhang, Xiaoyun Zhang, Huangjie Zheng, Mingyuan Zhou, Ya Zhang, Yanfeng Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Class-Balancing Diffusion Models.

Yiming Qin, Huangjie Zheng, Jiangchao Yao, Mingyuan Zhou, Ya Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Controllable Mesh Generation Through Sparse Latent Point Diffusion Models.

Zhaoyang Lyu, Jinyi Wang, Yuwei An, Ya Zhang, Dahua Lin, Bo Dai

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Distilling Vision-Language Pre-Training to Collaborate with Weakly-Supervised Temporal Action Localization.

Chen Ju, Kunhao Zheng, Jinxiang Liu, Peisen Zhao, Ya Zhang, Jianlong Chang, Qi Tian, Yanfeng Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Enhanced Multimodal Representation Learning with Cross-modal KD.

Mengxi Chen, Linyu Xing, Yu Wang, Ya Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Boost Video Frame Interpolation via Motion Adaptation.

Haoning Wu, Xiaoyun Zhang, Weidi Xie, Ya Zhang, Yanfeng Wang

Proceedings of the 34th British Machine Vision Conference 2023, 2023

Zero-shot Composed Text-Image Retrieval.

Yikun Liu, Jiangchao Yao, Ya Zhang, Yanfeng Wang, Weidi Xie

Proceedings of the 34th British Machine Vision Conference 2023, 2023

Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation.

Chuyun Shen, Wenhao Li, Ya Zhang, Yanfeng Wang, Xiangfeng Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Attribute Restoration Framework for Anomaly Detection.

Fei Ye, Chaoqin Huang, Jinkun Cao, Maosen Li, Ya Zhang, Cewu Lu

IEEE Trans. Multim., 2022

A 3D Mesh-Based Lifting-and-Projection Network for Human Pose Transfer.

Jinxiang Liu, Yangheng Zhao, Siheng Chen, Ya Zhang

IEEE Trans. Multim., 2022

Actionness-Guided Transformer for Anchor-Free Temporal Action Localization.

Peisen Zhao, Lingxi Xie, Ya Zhang, Qi Tian

IEEE Signal Process. Lett., 2022

Progressive privileged knowledge distillation for online action detection.

Peisen Zhao, Lingxi Xie, Jiajie Wang, Ya Zhang, Qi Tian

Pattern Recognit., 2022

Symbiotic Graph Neural Networks for 3D Skeleton-Based Human Action Recognition and Motion Prediction.

Maosen Li, Siheng Chen, Xu Chen, Ya Zhang, Yanfeng Wang, Qi Tian

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Learning on Attribute-Missing Graphs.

Xu Chen, Siheng Chen, Jiangchao Yao, Huangjie Zheng, Ya Zhang, Ivor W. Tsang

IEEE Trans. Pattern Anal. Mach. Intell., 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, Yu-Dong Zhang

Medical Image Anal., 2022

On Transforming Reinforcement Learning by Transformer: The Development Trajectory.

Shengchao Hu, Li Shen, Ya Zhang, Yixin Chen, Dacheng Tao

CoRR, 2022

Neural Message Passing for Visual Relationship Detection.

Yue Hu, Siheng Chen, Xu Chen, Ya Zhang, Xiao Gu

CoRR, 2022

Dynamic-Group-Aware Networks for Multi-Agent Trajectory Prediction with Relational Reasoning.

Chenxin Xu, Yuxi Wei, Bohan Tang, Sheng Yin, Ya Zhang, Siheng Chen

CoRR, 2022

K-Space Transformer for Fast MRI Reconstruction with Implicit Representation.

Ziheng Zhao, Tianjiao Zhang, Weidi Xie, Yanfeng Wang, Ya Zhang

CoRR, 2022

Integrating features from lymph node stations for metastatic lymph node detection.

Chaoyi Wu, Feng Chang, Xiao Su, Zhihan Wu, Yanfeng Wang, Ling Zhu, Ya Zhang

Comput. Medical Imaging Graph., 2022

Exploiting Transformation Invariance and Equivariance for Self-supervised Sound Localisation.

Jinxiang Liu, Chen Ju, Weidi Xie, Ya Zhang

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Transforming the Interactive Segmentation for Medical Imaging.

Wentao Liu, Chaofan Ma, Yuhuan Yang, Weidi Xie, Ya Zhang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Boundary-Enhanced Self-supervised Learning for Brain Structure Segmentation.

Feng Chang, Chaoyi Wu, Yanfeng Wang, Ya Zhang, Xin Chen, Qi Tian

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Semi-Supervised Domain Generalization for Medical Image Analysis.

Ruipeng Zhang, Qinwei Xu, Chaoqin Huang, Ya Zhang, Yanfeng Wang

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Unsupervised Ensemble Distillation for Multi-Organ Segmentation.

Lefei Zhang, Shixiang Feng, Yu Wang, Yanfeng Wang, Ya Zhang, Xin Chen, Qi Tian

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Deep Fourier Kernel Exploitation in Blind Image Super-Resolution.

Yu Fu, Xiaoyun Zhang, Yixuan Huang, Ya Zhang, Yanfeng Wang

Proceedings of the Digital Multimedia Communications - The 19th International Forum, 2022

Contrastive Learning with Boosted Memorization.

Zhihan Zhou, Jiangchao Yao, Yanfeng Wang, Bo Han, Ya Zhang

Proceedings of the International Conference on Machine Learning, 2022

FedSkip: Combatting Statistical Heterogeneity with Federated Skip Aggregation.

Ziqing Fan, Yanfeng Wang, Jiangchao Yao, Lingjuan Lyu, Ya Zhang, Qi Tian

Proceedings of the IEEE International Conference on Data Mining, 2022

Spatio-Temporal Graph Complementary Scattering Networks.

Zida Cheng, Siheng Chen, Ya Zhang

Proceedings of the IEEE International Conference on Acoustics, 2022

Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction.

Maosen Li, Siheng Chen, Zijing Zhang, Lingxi Xie, Qi Tian, Ya Zhang

Proceedings of the Computer Vision - ECCV 2022, 2022

Prompting Visual-Language Models for Efficient Video Understanding.

Chen Ju, Tengda Han, Kunhao Zheng, Ya Zhang, Weidi Xie

Proceedings of the Computer Vision - ECCV 2022, 2022

Domain-Conditioned Normalization for Test-Time Domain Generalization.

Yuxuan Jiang, Yanfeng Wang, Ruipeng Zhang, Qinwei Xu, Ya Zhang, Xin Chen, Qi Tian

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Registration Based Few-Shot Anomaly Detection.

Chaoqin Huang, Haoyan Guan, Aofan Jiang, Ya Zhang, Michael W. Spratling, Yanfeng Wang

Proceedings of the Computer Vision, 2022

GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning.

Chenxin Xu, Maosen Li, Zhenyang Ni, Ya Zhang, Siheng Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Task Decoupled Framework for Reference-based Super-Resolution.

Yixuan Huang, Xiaoyun Zhang, Yu Fu, Siheng Chen, Ya Zhang, Yanfeng Wang, Dazhi He

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

LAR-SR: A Local Autoregressive Model for Image Super-Resolution.

Baisong Guo, Xiaoyun Zhang, Haoning Wu, Yu Wang, Ya Zhang, Yanfeng Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Unpaired Face Restoration via Learnable Cross-Quality Shift.

Yangyi Dong, Xiaoyun Zhang, Zhixin Wang, Ya Zhang, Siheng Chen, Yanfeng Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

A Simple Plugin for Transforming Images to Arbitrary Scales.

Qinye Zhou, Ziyi Li, Weidi Xie, Xiaoyun Zhang, Yanfeng Wang, Ya Zhang

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

K-Space Transformer for Undersampled MRI Reconstruction.

Ziheng Zhao, Tianjiao Zhang, Weidi Xie, Yanfeng Wang, Ya Zhang

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models.

Chaofan Ma, Yuhuan Yang, Yanfeng Wang, Ya Zhang, Weidi Xie

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Decoupled Variational Embedding for Signed Directed Networks.

Xu Chen, Jiangchao Yao, Maosen Li, Ya Zhang, Yanfeng Wang

ACM Trans. Web, 2021

Universal-to-Specific Framework for Complex Action Recognition.

Peisen Zhao, Lingxi Xie, Ya Zhang, Qi Tian

IEEE Trans. Multim., 2021

Boundary-Aware Supervoxel-Level Iteratively Refined Interactive 3D Image Segmentation With Multi-Agent Reinforcement Learning.

Chaofan Ma, Qisen Xu, Xiangfeng Wang, Bo Jin, Xiaoyun Zhang, Yanfeng Wang, Ya Zhang

IEEE Trans. Medical Imaging, 2021

Two-Stream Compare and Contrast Network for Vertebral Compression Fracture Diagnosis.

Shixiang Feng, Beibei Liu, Ya Zhang, Xiaoyun Zhang, Yuehua Li

IEEE Trans. Medical Imaging, 2021

Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction.

Maosen Li, Siheng Chen, Yangheng Zhao, Ya Zhang, Yanfeng Wang, Qi Tian

IEEE Trans. Image Process., 2021

Click-through Rate Prediction with Auto-Quantized Contrastive Learning.

Yujie Pan, Jiangchao Yao, Bo Han, Kunyang Jia, Ya Zhang, Hongxia Yang

CoRR, 2021

Self-supervised Tumor Segmentation through Layer Decomposition.

Xiaoman Zhang, Weidi Xie, Chaoqin Huang, Ya Zhang, Yanfeng Wang

CoRR, 2021

MS-KD: Multi-Organ Segmentation with Multiple Binary-Labeled Datasets.

Shixiang Feng, Yuhang Zhou, Xiaoman Zhang, Ya Zhang, Yanfeng Wang

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

CoRR, 2021

Contrastive Conditional Transport for Representation Learning.

Huangjie Zheng, Xu Chen, Jiangchao Yao, Hongxia Yang, Chunyuan Li, Ya Zhang, Hao Zhang, Ivor W. Tsang, Jingren Zhou, Mingyuan Zhou

CoRR, 2021

Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization.

Chen Ju, Peisen Zhao, Siheng Chen, Ya Zhang, Xiaoyun Zhang, Qi Tian

CoRR, 2021

Collaborative Label Correction via Entropy Thresholding.

Hao Wu, Jiaochao Yao, Jiajie Wang, Yinru Chen, Ya Zhang, Yanfeng Wang

CoRR, 2021

Uncertainty-aware Incremental Learning for Multi-organ Segmentation.

Yuhang Zhou, Xiaoman Zhang, Shixiang Feng, Ya Zhang, Yanfeng Wang

CoRR, 2021

Handwritten Chinese Font Generation with Collaborative Stroke Refinement.

Chuan Wen, Yujie Pan, Jie Chang, Ya Zhang, Siheng Chen, Yanfeng Wang, Mei Han, Qi Tian

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Collaborative Uncertainty in Multi-Agent Trajectory Forecasting.

Bohan Tang, Yiqi Zhong, Ulrich Neumann, Gang Wang, Siheng Chen, Ya Zhang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

SAR: Scale-Aware Restoration Learning for 3D Tumor Segmentation.

Xiaoman Zhang, Shixiang Feng, Yuhang Zhou, Ya Zhang, Yanfeng Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Fully Test-Time Adaptation for Image Segmentation.

Minhao Hu, Tao Song, Yujun Gu, Xiangde Luo, Jieneng Chen, Yinan Chen, Ya Zhang, Shaoting Zhang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Sequential Learning on Liver Tumor Boundary Semantics and Prognostic Biomarker Mining.

Jieneng Chen, Ke Yan, Yu-Dong Zhang, Youbao Tang, Xun Xu, Shuwen Sun, Qiuping Liu, Lingyun Huang, Jing Xiao, Alan L. Yuille, Ya Zhang, Le Lu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Cooperative Learning for Noisy Supervision.

Hao Wu, Jiangchao Yao, Ya Zhang, Yanfeng Wang

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Deep Unsupervised Image Anomaly Detection: An Information Theoretic Framework.

Fei Ye, Huangjie Zheng, Chaoqin Huang, Ya Zhang

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Unsupervised Segmentation Framework with Active Contour Models for Cine Cardiac MRI.

Lianyu Du, Liwei Hu, Xiaoyun Zhang, Yu-Min Zhong, Ya Zhang, Yanfeng Wang

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Semi-Supervised 3D Hand-Object Pose Estimation Via Pose Dictionary Learning.

Zida Cheng, Siheng Chen, Ya Zhang

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Skeleton Graph Scattering Networks for 3D Skeleton-based Human Motion Prediction.

Maosen Li, Siheng Chen, Zihui Liu, Zijing Zhang, Lingxi Xie, Qi Tian, Ya Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Divide and Conquer for Single-frame Temporal Action Localization.

Chen Ju, Peisen Zhao, Siheng Chen, Ya Zhang, Yanfeng Wang, Qi Tian

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

CaT: Weakly Supervised Object Detection with Category Transfer.

Tianyue Cao, Lianyu Du, Xiaoyun Zhang, Siheng Chen, Ya Zhang, Yanfeng Wang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

A Fourier-Based Framework for Domain Generalization.

Qinwei Xu, Ruipeng Zhang, Ya Zhang, Yanfeng Wang, Qi Tian

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

ESAD: End-to-end Semi-supervised Anomaly Detection.

Chaoqin Huang, Fei Ye, Peisen Zhao, Ya Zhang, Yanfeng Wang, Qi Tian

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Cross Domain Embedding Transfer for Cold-start Users in Click-through Rate Prediction.

Yujie Pan, Ya Zhang

Proceedings of the ACAI 2021: 4th International Conference on Algorithms, Computing and Artificial Intelligence, Sanya, China, December 22, 2021

Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation.

Chenxin Xu, Siheng Chen, Maosen Li, Ya Zhang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

A Unified Framework for Generalizable Style Transfer: Style and Content Separation.

Yexun Zhang, Ya Zhang, Wenbin Cai

IEEE Trans. Image Process., 2020

Online Prediction of Video Popularity in OVSs: A Video Age-Sensitive Model With Beyond Views Features.

Zhiyi Tan, Ya Zhang, Wen Hu

IEEE Trans. Broadcast., 2020

Point-Level Temporal Action Localization: Bridging Fully-supervised Proposals to Weakly-supervised Losses.

Chen Ju, Peisen Zhao, Ya Zhang, Yanfeng Wang, Qi Tian

CoRR, 2020

ESAD: End-to-end Deep Semi-supervised Anomaly Detection.

Chaoqin Huang, Fei Ye, Ya Zhang, Yanfeng Wang, Qi Tian

CoRR, 2020

Deep Unsupervised Image Anomaly Detection: An Information Theoretic Framework.

Fei Ye, Huangjie Zheng, Chaoqing Huang, Ya Zhang

CoRR, 2020

Privileged Knowledge Distillation for Online Action Detection.

Peisen Zhao, Jiajie Wang, Lingxi Xie, Ya Zhang, Yanfeng Wang, Qi Tian

CoRR, 2020

Sampling and Recovery of Graph Signals based on Graph Neural Networks.

Siheng Chen, Maosen Li, Ya Zhang

CoRR, 2020

Universal Model for 3D Medical Image Analysis.

Xiaoman Zhang, Ya Zhang, Xiaoyun Zhang, Yanfeng Wang

CoRR, 2020

Towards Equivalent Transformation of User Preferences in Cross Domain Recommendation.

Xu Chen, Ya Zhang, Ivor W. Tsang, Yuangang Pan, Jingchao Su

CoRR, 2020

Learning Robust Node Representations on Graphs.

Xu Chen, Ya Zhang, Ivor W. Tsang, Yuangang Pan

CoRR, 2020

Collaborative Adversarial Learning for RelationalLearning on Multiple Bipartite Graphs.

Jingchao Su, Xu Chen, Ya Zhang, Siheng Chen, Dan Lv, Chenyang Li

CoRR, 2020

Dual Graph Embedding for Object-Tag LinkPrediction on the Knowledge Graph.

Chenyang Li, Xu Chen, Ya Zhang, Siheng Chen, Dan Lv, Yanfeng Wang

CoRR, 2020

Constraining Temporal Relationship for Action Localization.

Peisen Zhao, Lingxi Xie, Chen Ju, Ya Zhang, Qi Tian

CoRR, 2020

Learning Robust Shape-Based Features for Domain Generalization.

Yexun Zhang, Ya Zhang, Qinwei Xu, Ruipeng Zhang

IEEE Access, 2020

Graph Cross Networks with Vertex Infomax Pooling.

Maosen Li, Siheng Chen, Ya Zhang, Ivor W. Tsang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Semi-supervised Segmentation with Self-training Based on Quality Estimation and Refinement.

Zhou Zheng, Xiaoxia Wang, Xiaoyun Zhang, Yu-Min Zhong, Xiaofen Yao, Ya Zhang, Yanfeng Wang

Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

Dual-Task Self-supervision for Cross-modality Domain Adaptation.

Yingying Xue, Shixiang Feng, Ya Zhang, Xiaoyun Zhang, Yanfeng Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Error Attention Interactive Segmentation of Medical Image Through Matting and Fusion.

Weifeng Hu, Xiaofen Yao, Zhou Zheng, Xiaoyun Zhang, Yu-Min Zhong, Xiaoxia Wang, Ya Zhang, Yanfeng Wang

Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

Knowledge Distillation from Multi-modal to Mono-modal Segmentation Networks.

Minhao Hu, Matthis Maillard, Ya Zhang, Tommaso Ciceri, Giammarco La Barbera, Isabelle Bloch, Pietro Gori

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

PU Learning for RPN Generalization.

Tengfei Hou, Ya Zhang, Yanfeng Wang

Proceedings of the ICVIP 2020: The 4th International Conference on Video and Image Processing, 2020

Graph Contrastive Learning with Local and Global Mutual Information Maximization.

Yifei Hu, Ya Zhang

Proceedings of the ICIT 2020, 2020

Collaborative Adversarial Learning for Relational Learning on Multiple Bipartite Graphs.

Jingchao Su, Xu Chen, Ya Zhang, Siheng Chen, Dan Lv, Chenyang Li

Proceedings of the 2020 IEEE International Conference on Knowledge Graph, 2020

Dual Graph Embedding for Object-Tag Link Prediction on the Knowledge Graph.

Chenyang Li, Xu Chen, Ya Zhang, Siheng Chen, Dan Lv, Yanfeng Wang

Proceedings of the 2020 IEEE International Conference on Knowledge Graph, 2020

Bottom-Up Temporal Action Localization with Mutual Regularization.

Peisen Zhao, Lingxi Xie, Chen Ju, Ya Zhang, Yanfeng Wang, Qi Tian

Proceedings of the Computer Vision - ECCV 2020, 2020

FTL: A Universal Framework for Training Low-Bit DNNs via Feature Transfer.

Kunyuan Du, Ya Zhang, Haibing Guan, Qi Tian, Yanfeng Wang, Shenggan Cheng, James Lin

Proceedings of the Computer Vision - ECCV 2020, 2020

Iteratively-Refined Interactive 3D Medical Image Segmentation With Multi-Agent Reinforcement Learning.

Xuan Liao, Wenhao Li, Qisen Xu, Xiangfeng Wang, Bo Jin, Xiaoyun Zhang, Yanfeng Wang, Ya Zhang

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction.

Maosen Li, Siheng Chen, Yangheng Zhao, Ya Zhang, Yanfeng Wang, Qi Tian

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Collaborative Motion Prediction via Neural Motion Message Passing.

Yue Hu, Siheng Chen, Ya Zhang, Xiao Gu

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

From Quantized DNNs to Quantizable DNNs.

Kunyuan Du, Ya Zhang, Haibing Guan

Proceedings of the 31st British Machine Vision Conference 2020, 2020

Cross-Modality Video Segment Retrieval with Ensemble Learning.

Xinyan Yu, Ya Zhang, Rui Zhang

Proceedings of the Domain Adaptation for Visual Understanding, 2020

2019

Predicting the Top-N Popular Videos via a Cross-Domain Hybrid Model.

Zhiyi Tan, Ya Zhang

IEEE Trans. Multim., 2019

Deep Learning From Noisy Image Labels With Quality Embedding.

Jiangchao Yao, Jiajie Wang, Ivor W. Tsang, Ya Zhang, Jun Sun, Chengqi Zhang, Rui Zhang

IEEE Trans. Image Process., 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, Shaodian Zhang, Handong Ma

BMC Medical Informatics Decis. Mak., 2019

Inverse-Transform AutoEncoder for Anomaly Detection.

Chaoqing Huang, Jinkun Cao, Fei Ye, Maosen Li, Ya Zhang, Cewu Lu

CoRR, 2019

Cascading: Association Augmented Sequential Recommendation.

Xu Chen, Kenan Cui, Ya Zhang, Yanfeng Wang

CoRR, 2019

Data Augmentation Revisited: Rethinking the Distribution Gap between Clean and Augmented Data.

Zhuoxun He, Lingxi Xie, Xin Chen, Ya Zhang, Yanfeng Wang, Qi Tian

CoRR, 2019

Node Attribute Generation on Graphs.

Xu Chen, Siheng Chen, Huangjie Zheng, Jiangchao Yao, Kenan Cui, Ya Zhang, Ivor W. Tsang

CoRR, 2019

Defending Adversarial Attacks by Correcting logits.

Yifeng Li, Lingxi Xie, Ya Zhang, Rui Zhang, Yanfeng Wang, Qi Tian

CoRR, 2019

Handwritten Chinese Font Generation with Collaborative Stroke Refinement.

Chuan Wen, Jie Chang, Ya Zhang, Siheng Chen, Yanfeng Wang, Mei Han, Qi Tian

CoRR, 2019

Weakly Supervised Segmentation of Vertebral Bodies with Iterative Slice-Propagation.

Shiqi Peng, Bolin Lai, Guangyu Yao, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang, Hui Zhao

Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019

Learning-Based Bone Quality Classification Method for Spinal Metastasis.

Shiqi Peng, Bolin Lai, Guangyu Yao, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang, Hui Zhao

Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

Children's Neuroblastoma Segmentation Using Morphological Features.

Shengyang Li, Xiaoyun Zhang, Xiaoxia Wang, Yu-Min Zhong, Xiaofen Yao, Ya Zhang, Yanfeng Wang

Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

Spatial Regularized Classification Network for Spinal Dislocation Diagnosis.

Bolin Lai, Shiqi Peng, Guangyu Yao, Ya Zhang, Xiaoyun Zhang, Yanfeng Wang, Hui Zhao

Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

Generative Transferable Adversarial Attack.

Yifeng Li, Ya Zhang, Rui Zhang, Yanfeng Wang

Proceedings of the ICVIP 2019: The 3rd International Conference on Video and Image Processing, 2019

Collaborative Semantic Segmentation with Image Labels.

Zhikang Li, Ya Zhang, Yanfeng Wang

Proceedings of the ICVIP 2019: The 3rd International Conference on Video and Image Processing, 2019

Self-supervised Image Classification based on the Distances of Deep Feature Space.

Zhuoxun He, Ya Zhang, Yanfeng Wang

Proceedings of the ICVIP 2019: The 3rd International Conference on Video and Image Processing, 2019

An Element Sensitive Saliency Model with Position Prior Learning for Web Pages.

Yujun Gu, Jie Chang, Ya Zhang, Yanfeng Wang

Proceedings of the ICIAI 2019: The 3rd International Conference on Innovation in Artificial Intelligence, 2019

Collaborative Label Correction via Entropy Thresholding.

Hao Wu, Jiangchao Yao, Jiajie Wang, Yinru Chen, Ya Zhang, Yanfeng Wang

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Accelerate CNN via Recursive Bayesian Pruning.

Yuefu Zhou, Ya Zhang, Yanfeng Wang, Qi Tian

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Online Popularity Prediction of Video Segments: Towards More Efficient Content Delivery Networks.

Zhiyi Tan, Wen Hu, Ya Zhang, Hao Ding

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition.

Maosen Li, Siheng Chen, Xu Chen, Ya Zhang, Yanfeng Wang, Qi Tian

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Understanding VAEs in Fisher-Shannon Plane.

Huangjie Zheng, Jiangchao Yao, Ya Zhang, Ivor W. Tsang, Jia Wang

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Safeguarded Dynamic Label Regression for Noisy Supervision.

Jiangchao Yao, Hao Wu, Ya Zhang, Ivor W. Tsang, Jun Sun

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Joint Latent Dirichlet Allocation for Social Tags.

Jiangchao Yao, Yanfeng Wang, Ya Zhang, Jun Sun, Jun Zhou

IEEE Trans. Multim., 2018

Query-Free Clothing Retrieval via Implicit Relevance Feedback.

Zhuoxiang Chen, Zhe Xu, Ya Zhang, Xiao Gu

IEEE Trans. Multim., 2018

Stopping Criterion for Active Learning with Model Stability.

Yexun Zhang, Wenbin Cai, Wenquan Wang, Ya Zhang

ACM Trans. Intell. Syst. Technol., 2018

Webly-Supervised Fine-Grained Visual Categorization via Deep Domain Adaptation.

Zhe Xu, Shaoli Huang, Ya Zhang, Dacheng Tao

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Network Compression via Recursive Bayesian Pruning.

Yuefu Zhou, Ya Zhang, Yanfeng Wang, Qi Tian

CoRR, 2018

Domain-Invariant Adversarial Learning for Unsupervised Domain Adaption.

Yexun Zhang, Ya Zhang, Yanfeng Wang, Qi Tian

CoRR, 2018

Phase Collaborative Network for Multi-Phase Medical Imaging Segmentation.

Huangjie Zheng, Lingxi Xie, Tianwei Ni, Ya Zhang, Yanfeng Wang, Qi Tian, Elliot K. Fishman, Alan L. Yuille

CoRR, 2018

Variational Collaborative Learning for User Probabilistic Representation.

Kenan Cui, Xu Chen, Jiangchao Yao, Ya Zhang

CoRR, 2018

Understanding VAEs in Fisher-Shannon Plane.

Huangjie Zheng, Jiangchao Yao, Ya Zhang, Ivor W. Tsang

CoRR, 2018

An Element Sensitive Saliency Model with Position Prior Learning for Web Pages.

Jie Chang, Ya Zhang, Yanfeng Wang

CoRR, 2018

Variational Composite Autoencoders.

Jiangchao Yao, Ivor W. Tsang, Ya Zhang

CoRR, 2018

Degeneration in VAE: in the Light of Fisher Information Loss.

Huangjie Zheng, Jiangchao Yao, Ya Zhang, Ivor W. Tsang

CoRR, 2018

Deep Dual-view Network with Smooth Loss for Spinal Metastases Classification.

Haoyan Guan, Guangyu Yao, Yexun Zhang, Yujun Gu, Hui Zhao, Ya Zhang, Xiao Gu

Proceedings of the IEEE Visual Communications and Image Processing, 2018

Masking: A New Perspective of Noisy Supervision.

Bo Han, Jiangchao Yao, Gang Niu, Mingyuan Zhou, Ivor W. Tsang, Ya Zhang, Masashi Sugiyama

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Collaborative Learning for Weakly Supervised Object Detection.

Jiajie Wang, Jiangchao Yao, Ya Zhang, Rui Zhang

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

MLN: Moment localization Network and Samples Selection for Moment Retrieval.

Bo Huang, Ya Zhang, Kai Yu

Proceedings of the 2nd International Conference on Video and Image Processing, 2018

Unsupervised Local Facial Attributes Transfer Using Dual Discriminative Adversarial Networks.

Yu Li, Maosen Li, Ya Zhang, Ying Wang

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Recommendation with Hybrid Interest Model.

Hanqing Zhao, Xu Chen, Jiangchao Yao, Ya Zhang, Yanfeng Wang

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Multi-scale Spatially-Asymmetric Recalibration for Image Classification.

Yan Wang, Lingxi Xie, Siyuan Qiao, Ya Zhang, Wenjun Zhang, Alan L. Yuille

Proceedings of the Computer Vision - ECCV 2018, 2018

Separating Style and Content for Generalized Style Transfer.

Yexun Zhang, Ya Zhang, Wenbin Cai

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Research on Hospital Operation Index Prediction Method Based on PSO-Holt-Winters Model.

Tao Zheng, Ya Zhang, Chenhao Fan

Proceedings of the 2nd International Conference on Computer Science and Application Engineering, 2018

Learning Multi-touch Conversion Attribution with Dual-attention Mechanisms for Online Advertising.

Kan Ren, Yuchen Fang, Weinan Zhang, Shuhao Liu, Jiajun Li, Ya Zhang, Yong Yu, Jun Wang

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Chinese Handwriting Imitation with Hierarchical Generative Adversarial Network.

Jie Chang, Yujun Gu, Ya Zhang, Yanfeng Wang

Proceedings of the British Machine Vision Conference 2018, 2018

A Generic Distributed Scheduling Algorithm for Frame Rate Up Convert Video Transcoding.

Yu Dong, Li Song, Rong Xie, Wenjun Zhang, Ya Zhang

Proceedings of the 2018 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2018

2017

Active Learning for Classification with Maximum Model Change.

Wenbin Cai, Yexun Zhang, Ya Zhang, Siyuan Zhou, Wenquan Wang, Zhuoxiang Chen, Chris H. Q. Ding

ACM Trans. Inf. Syst., 2017

Batch Mode Active Learning for Regression With Expected Model Change.

Wenbin Cai, Muhan Zhang, Ya Zhang

IEEE Trans. Neural Networks Learn. Syst., 2017

Friend or Foe: Fine-Grained Categorization With Weak Supervision.

Zhe Xu, Dacheng Tao, Shaoli Huang, Ya Zhang

IEEE Trans. Image Process., 2017

A machine learning-based framework to identify type 2 diabetes through electronic health records.

Tao Zheng, Wei Xie, Liling Xu, Xiaoying He, Ya Zhang, Mingrong You, Gong Yang, You Chen

Int. J. Medical Informatics, 2017

Deep Collaborative Learning for Visual Recognition.

Yan Wang, Lingxi Xie, Ya Zhang, Wenjun Zhang, Alan L. Yuille

CoRR, 2017

SORT: Second-Order Response Transform for Visual Recognition.

Yan Wang, Lingxi Xie, Chenxi Liu, Ya Zhang, Wenjun Zhang, Alan L. Yuille

CoRR, 2017

Deep hashing with triplet quantization loss.

Yuefu Zhou, Shanshan Huang, Ya Zhang, Yanfeng Wang

Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

Clothing retrieval with visual attention model.

Zhonghao Wang, Yujun Gu, Ya Zhang, Jun Zhou, Xiao Gu

Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

From Theory to Practice: Efficient Active Cost-sensitive Classification with Expected Error Reduction.

Yexun Zhang, Yanfeng Wang, Wenbin Cai, Siyuan Zhou, Ya Zhang

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Describing Geographical Characteristics with Social Images.

Huangjie Zheng, Jiangchao Yao, Ya Zhang

Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Discovering User Interests from Social Images.

Jiangchao Yao, Ya Zhang, Ivor W. Tsang, Jun Sun

Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Unsupervised Triplet Hashing for Fast Image Retrieval.

Shanshan Huang, Yichao Xiong, Ya Zhang, Jia Wang

Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

A Big Data Application of Machine Learning-Based Framework to Identify Type 2 Diabetes Through Electronic Health Records.

Tao Zheng, Ya Zhang

Proceedings of the Knowledge Management in Organizations - 12th International Conference, 2017

Distance metric learning with eigenvalue fine tuning.

Wenquan Wang, Ya Zhang, Jinglu Hu

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Cold-Start Group Profiling with a Clustering-Coupled Topic Model.

Zhijian Jiang, Yanfeng Wang, Weiyuan Chen, Xie Wang, Ya Zhang, Jianping Mei, Zhuowei Huang

Proceedings of the Digital TV and Wireless Multimedia Communication, 2017

Predicting Relative Popularity via an End-to-End Multi-modality Model.

Hongxiang Cai, Ya Zhang, Yanfeng Wang, Xie Wang, Jianping Mei, Zhuowei Huang

Proceedings of the Digital TV and Wireless Multimedia Communication, 2017

SORT: Second-Order Response Transform for Visual Recognition.

Yan Wang, Lingxi Xie, Chenxi Liu, Siyuan Qiao, Ya Zhang, Wenjun Zhang, Qi Tian, Alan L. Yuille

Proceedings of the IEEE International Conference on Computer Vision, 2017

A Distributed Trajectory Compression Algorithm for Mobile Sensor Networks.

Xiaohui Zhu, Ya Zhang

Proceedings of the 5th International Conference on Communications and Broadband Networking, Bali, Indonesia, February 20, 2017

On evaluation the quality of subjective S3D comfort assessment.

Jun Zhou, Xiao Gu, Ya Zhang

Proceedings of the 2017 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2017

An improved pairwise comparison scaling method for subjective image quality assessment.

Zhuqing Zhang, Jun Zhou, Ning Liu, Xiao Gu, Ya Zhang

Proceedings of the 2017 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2017

2016

Multinomial Latent Logistic Regression for Image Understanding.

Zhe Xu, Zhibin Hong, Ya Zhang, Junjie Wu, Ah Chung Tsoi, Dacheng Tao

IEEE Trans. Image Process., 2016

A Novel Time Series Approach for Predicting the Long-Term Popularity of Online Videos.

Zhiyi Tan, Yanfeng Wang, Ya Zhang, Jun Zhou

IEEE Trans. Broadcast., 2016

A parameter partial-sharing CNN architecture for cross-domain clothing retrieval.

Yichao Xiong, Ning Liu, Zhe Xu, Ya Zhang

Proceedings of the 2016 Visual Communications and Image Processing, 2016

Preference Aware Recommendation Based on Categorical Information.

Zhiwei Rao, Jiangchao Yao, Ya Zhang, Rui Zhang

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Part-Stacked CNN for Fine-Grained Visual Categorization.

Shaoli Huang, Zhe Xu, Dacheng Tao, Ya Zhang

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Comparison of regressors on 3D visual discomfort prediction.

Runfeng Huang, Jun Zhou, Xiao Gu, Ya Zhang, Alan C. Bovik

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2016

Synergy and antagonism in online advertising.

Jie Hou, Ya Zhang, Xiao Gu

Proceedings of the 3rd IEEE/ACM International Conference on Big Data Computing, 2016

2015

Active Learning for Web Search Ranking via Noise Injection.

Wenbin Cai, Muhan Zhang, Ya Zhang

ACM Trans. Web, 2015

Active Learning for Ranking through Expected Loss Optimization.

Bo Long, Jiang Bian, Olivier Chapelle, Ya Zhang, Yoshiyuki Inagaki, Yi Chang

IEEE Trans. Knowl. Data Eng., 2015

A Time-Topic Coupled LDA Model for IPTV User Behaviors.

Ya Zhang, Weiyuan Chen, Hongyuan Zha, Xiao Gu

IEEE Trans. Broadcast., 2015

Deep feature for text-dependent speaker verification.

Yuan Liu, Yanmin Qian, Nanxin Chen, Tianfan Fu, Ya Zhang, Kai Yu

Speech Commun., 2015

Active learning for ranking with sample density.

Wenbin Cai, Muhan Zhang, Ya Zhang

Inf. Retr. J., 2015

Online Learning Algorithm for Collective LDA.

Xiaoyu Chen, Jiangchao Yao, Yanfeng Wang, Ya Zhang

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Joint Latent Dirichlet Allocation for non-iid social tags.

Jiangchao Yao, Ya Zhang, Zhe Xu, Jun Sun, Jun Zhou, Xiao Gu

Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Augmenting Strong Supervision Using Web Data for Fine-Grained Categorization.

Zhe Xu, Shaoli Huang, Ya Zhang, Dacheng Tao

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

IOHMM for location prediction with missing data.

Jiawei Hu, Yanfeng Wang, Ya Zhang

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

A depth map estimation approach for trinocular stereo.

Jun Zhou, Ling Wang, Xiao Gu, Kang Xu, Ya Zhang

Proceedings of the 2015 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2015

Visual comfort assessment of stereoscopic images with multiple salient objects.

Xiaonan Zhang, Jun Zhou, Jianyu Chen, Xiaoqiang Guo, Ya Zhang, Xiao Gu

Proceedings of the 2015 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2015

A new approach to create 3D fixation density maps for stereoscopic images.

Baoyan Ma, Jun Zhou, Xiao Gu, Mingmin Wang, Ya Zhang, Xiaoqiang Guo

Proceedings of the 2015 3DTV-Conference: The True Vision, 2015

2014

Social Image Analysis From a Non-IID Perspective.

Zhe Xu, Ya Zhang, Longbing Cao

IEEE Trans. Multim., 2014

Coupled K-Nearest Centroid Classification for Non-iid Data.

Mu Li, Jinjiu Li, Yuming Ou, Ya Zhang, Dan Luo, Maninder Bahtia, Longbing Cao

Trans. Comput. Collect. Intell., 2014

An Urban-Rural Dual Structure for the Digital Terrestrial Television Broadcasting System of FOBTV.

Yanfeng Wang, Dazhi He, Wenjun Zhang, Yunfeng Guan, Yao Wang, Ya Zhang, Hui Hui

IEEE Trans. Broadcast., 2014

Behavior Informatics: A New Perspective.

Longbing Cao, Thorsten Joachims, Can Wang, Éric Gaussier, Jinjiu Li, Yuming Ou, Dan Luo, Reza Zafarani, Huan Liu, Guandong Xu, Zhiang Wu, Gabriella Pasi, Ya Zhang, Xiaokang Yang, Hongyuan Zha, Edoardo Serra, V. S. Subrahmanian

IEEE Intell. Syst., 2014

Exploring Residual and Spatial Consistency for Object Detection.

Hao Wang, Ya Zhang, Zhe Xu

Proceedings of the VISAPP 2014, 2014

Active Learning for Support Vector Machines with Maximum Model Change.

Wenbin Cai, Ya Zhang, Siyuan Zhou, Wenquan Wang, Chris H. Q. Ding, Xiao Gu

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Multi-touch Attribution in Online Advertising with Survival Theory.

Ya Zhang, Yi Wei, Jianbiao Ren

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Stability-Based Stopping Criterion for Active Learning.

Wenquan Wang, Wenbin Cai, Ya Zhang

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Architectural Style Classification Using Multinomial Latent Logistic Regression.

Zhe Xu, Dacheng Tao, Ya Zhang, Junjie Wu, Ah Chung Tsoi

Proceedings of the Computer Vision - ECCV 2014, 2014

Lifetime popularity prediction for online videos.

Zhiyi Tan, Ya Zhang, Chaofeng Li, Ning Liu

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2014

Feature Selection at the Discrete Limit.

Miao Zhang, Chris H. Q. Ding, Ya Zhang, Feiping Nie

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Reorder user's tweets.

Keyi Shen, Jianmin Wu, Ya Zhang, Yiping Han, Xiaokang Yang, Li Song, Xiao Gu

ACM Trans. Intell. Syst. Technol., 2013

Collaborative filtering with social regularization for TV program recommendation.

Ya Zhang, Weiyuan Chen, Zibin Yin

Knowl. Based Syst., 2013

Face recogntion in open world environment.

Jieqiong Qiu, Ya Zhang, Jun Sun

Proceedings of the 2013 Visual Communications and Image Processing, 2013

Maximizing Expected Model Change for Active Learning in Regression.

Wenbin Cai, Ya Zhang, Jun Zhou

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Joint Optimization for Consistent Multiple Graph Matching.

Junchi Yan, Yu Tian, Hongyuan Zha, Xiaokang Yang, Ya Zhang, Stephen M. Chu

Proceedings of the IEEE International Conference on Computer Vision, 2013

Real-time TV logo detection based on color and HOG features.

Fei Ye, Chongyang Zhang, Ya Zhang, Chao Ma

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2013

Automatic generated recommendation for movie trailers.

Zhe Xu, Ya Zhang

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2013

Mining IPTV user behaviors with a coupled LDA model.

Weiyuan Chen, Ya Zhang, Hongyuan Zha

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2013

Learning the Hotness of Information Diffusions with Multi-dimensional Hawkes Processes.

Yi Wei, Ke Zhou, Ya Zhang, Hongyuan Zha

Proceedings of the Agents and Data Mining Interaction - 9th International Workshop, 2013

Learning Heterogeneous Coupling Relationships Between Non-IID Terms.

Mu Li, Jinjiu Li, Yuming Ou, Ya Zhang, Dan Luo, Maninder Bahtia, Longbing Cao

Proceedings of the Agents and Data Mining Interaction - 9th International Workshop, 2013

Social-Correlation Based Mutual Reinforcement for Short Text Classification and User Interest Tagging.

Rong Li, Ya Zhang

Proceedings of the Advanced Data Mining and Applications, 9th International Conference, 2013

2012

Measuring Pair-Wise Social Influence in Microblog.

Zibin Yin, Ya Zhang

Proceedings of the 2012 International Conference on Privacy, 2012

On the Convergence of Graph Matching: Graduated Assignment Revisited.

Yu Tian, Junchi Yan, Hequan Zhang, Ya Zhang, Xiaokang Yang, Hongyuan Zha

Proceedings of the Computer Vision - ECCV 2012, 2012

Variance maximization via noise injection for active sampling in learning to rank.

Wenbin Cai, Ya Zhang

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Discovering patterns of advertisement propagation in Sina-Microblog.

Zibin Yin, Ya Zhang, Weiyuan Chen, Richard Zong

Proceedings of the Sixth International Workshop on Data Mining for Online Advertising and Internet Economy, 2012

2011

Boosted multi-task learning.

Olivier Chapelle, Pannagadatta K. Shivaswamy, Srinivas Vadrevu, Kilian Q. Weinberger, Ya Zhang, Belle L. Tseng

Mach. Learn., 2011

2010

Cross-platform microarray data integration using the Normalised Linear Transform.

Huilin Xiong, Ya Zhang, Xue-wen Chen, Jiangsheng Yu

Int. J. Data Min. Bioinform., 2010

Learning more powerful test statistics for click-based retrieval evaluation.

Yisong Yue, Yue Gao, Olivier Chapelle, Ya Zhang, Thorsten Joachims

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Active learning for ranking through expected loss optimization.

Bo Long, Olivier Chapelle, Ya Zhang, Yi Chang, Zhaohui Zheng, Belle L. Tseng

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Multi-task learning for boosting with application to web search ranking.

Olivier Chapelle, Pannagadatta K. Shivaswamy, Srinivas Vadrevu, Kilian Q. Weinberger, Ya Zhang, Belle L. Tseng

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

2009

A dynamic bayesian network click model for web search ranking.

Olivier Chapelle, Ya Zhang

Proceedings of the 18th International Conference on World Wide Web, 2009

A risk minimization framework for domain adaptation.

Bo Long, Sudarshan Lamkhede, Srinivas Vadrevu, Ya Zhang, Belle L. Tseng

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Expected reciprocal rank for graded relevance.

Olivier Chapelle, Donald Metlzer, Ya Zhang, Pierre Grinspan

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Identifying regional sensitive queries in web search.

Srinivas Vadrevu, Ya Zhang, Belle L. Tseng, Gordon Sun, Xin Li

Proceedings of the 17th International Conference on World Wide Web, 2008

A Two-Stage Approach to Chinese Part-of-Speech Tagging.

Aitao Chen, Ya Zhang, Gordon Sun

Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

Adapting ranking functions to user preference.

Keke Chen, Ya Zhang, Zhaohui Zheng, Hongyuan Zha, Gordon Sun

Proceedings of the 24th International Conference on Data Engineering Workshops, 2008

2007

Data-Dependent Kernel Machines for Microarray Data Classification.

Huilin Xiong, Ya Zhang, Xue-wen Chen

IEEE ACM Trans. Comput. Biol. Bioinform., 2007

Normalized Linear Transform for Cross-Platform Microarray Data Integration.

Huilin Xiong, Ya Zhang, Xue-wen Chen

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

2006

Machine annotation and retrieval for digital imagery of historical materials.

James Ze Wang, Kurt Grieb, Ya Zhang, Ching-chih Chen, Yixin Chen, Jia Li

Int. J. Digit. Libr., 2006

Splice site prediction using support vector machines with a Bayes kernel.

Ya Zhang, Chao-Hsien Chu, Yixin Chen, Hongyuan Zha, Xiang Ji

Expert Syst. Appl., 2006

Towards Inferring Protein Interactions: Challenges and Solutions.

Ya Zhang, Hongyuan Zha, Chao-Hsien Chu, Xiang Ji

EURASIP J. Adv. Signal Process., 2006

Motif Discovery as a Multiple-Instance Problem.

Ya Zhang, Yixin Chen, Xiang Ji

Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

Biclustering Protein Complex Interactions with a Biclique Finding Algorithm.

Chris H. Q. Ding, Ya Zhang, Tao Li, Stephen R. Holbrook

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005

Comparative mapping of sequence-based and structure-based protein domains.

Ya Zhang, John-Marc Chandonia, Chris H. Q. Ding, Stephen R. Holbrook

BMC Bioinform., 2005

Identification of Functional Modules in Protein Complexes via Hyperclique Pattern Discovery.

Hui Xiong, Xiaofeng He, Chris H. Q. Ding, Ya Zhang, Vipin Kumar, Stephen R. Holbrook

Proceedings of the Biocomputing 2005, 2005

Size Regularized Cut for Data Clustering.

Yixin Chen, Ya Zhang, Xiang Ji

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

A Time-Series Biclustering Algorithm for Revealing Co-Regulated Genes.

Ya Zhang, Hongyuan Zha, Chao-Hsien Chu

Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005

Towards discovering organizational structure from email corpus.

Ding Zhou, Yang Song, Hongyuan Zha, Ya Zhang

Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005

Protein Interaction Inference as a MAX-SAT Problem.

Ya Zhang, Hongyuan Zha, Chao-Hsien Chu, Xiang Ji

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

2004

Correlating summarization of multi-source news with k-way graph bi-clustering.

Ya Zhang, Chao-Hsien Chu, Xiang Ji, Hongyuan Zha

SIGKDD Explor., 2004

2002

Progressive display of very high resolution images using wavelets.

Ya Zhang, James Ze Wang

Proceedings of the AMIA 2002, 2002