| 2026 | AAAI | MedS³: Towards Medical Slow Thinking with Self-Evolved Soft Dual-sided Process Supervision. | Shuyang Jiang, Yusheng Liao, Zhe Chen, Ya Zhang, Yanfeng Wang, Yu Wang |
| 2026 | AAAI | Versatile Vision-Language Model for 3D Computed Tomography. | Jiayu Lei, Ziqing Fan, Yanyong Zhang, Weidi Xie, Ya Zhang, Yanfeng Wang |
| 2026 | ACL | Miner: Mining Intrinsic Mastery for Data-Efficient RL in Large Reasoning Models. | Shuyang Jiang, Yuhao Wang, Ya Zhang, Yanfeng Wang, Yu Wang |
| 2026 | ACL | Eliciting Medical Reasoning with Knowledge-enhanced Data Synthesis: A Semi-Supervised Reinforcement Learning Approach. | Haolin Li, Shuyang Jiang, Ruipeng Zhang, Jiangchao Yao, Ya Zhang, Yanfeng Wang |
| 2025 | ACL | AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation. | Xiechi Zhang, Zetian Ouyang, Linlin Wang, Gerard de Melo, Zhu Cao, Xiaoling Wang, Ya Zhang, Yanfeng Wang, Liang He |
| 2025 | CVPR | Multi-modal Medical Diagnosis via Large-small Model Collaboration. | Wanyi Chen, Zihua Zhao, Jiangchao Yao, Ya Zhang, Jiajun Bu, Haishuai Wang |
| 2025 | CVPR | Towards Universal Soccer Video Understanding. | Jiayuan Rao, Haoning Wu, Hao Jiang, Ya Zhang, Yanfeng Wang, Weidi Xie |
| 2025 | EMNLP | DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models. | YiQiu Guo, Yuchen Yang, Zhe Chen, Pingjie Wang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang |
| 2025 | ICASSP | FreeSegDiff: Annotation-free Saliency Segmentation with Diffusion Models. | Chaofan Ma, Yuhuan Yang, Chen Ju, Yue Shi, Ya Zhang, Yanfeng Wang |
| 2025 | ICASSP | Contrast-Unity for Partially-Supervised Temporal Sentence Grounding. | Haicheng Wang, Chen Ju, Weixiong Lin, Chaofan Ma, Shuai Xiao, Ya Zhang, Yanfeng Wang |
| 2025 | ICASSP | AuscMLLM: Bridging Classification and Reasoning in Heart Sound Analysis with a Multimodal Large Language Model. | Zihan Zhao, Pingjie Wang, Liudan Zhao, Ya Zhang, Kun Sun, Xin Sun, Xin Zhou, Yanfeng Wang, Yu Wang |
| 2025 | ICCV | MRGen: Segmentation Data Engine for Underrepresented MRI Modalities. | Haoning Wu, Ziheng Zhao, Ya Zhang, Yanfeng Wang, Weidi Xie |
| 2025 | ICCV | Differential-Informed Sample Selection Accelerates Multimodal Contrastive Learning. | Zihua Zhao, Feng Hong, Mengxi Chen, Pengyi Chen, Benyuan Liu, Jiangchao Yao, Ya Zhang, Yanfeng Wang |
| 2025 | ICLR | Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection. | Ziqing Fan, Siyuan Du, Shengchao Hu, Pingjie Wang, Li Shen, Ya Zhang, Dacheng Tao, Yanfeng Wang |
| 2025 | ICLR | Fine-tuning with Reserved Majority for Noise Reduction. | Shuyang Jiang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang |
| 2025 | ICML | ConText: Driving In-context Learning for Text Removal and Segmentation. | Fei Zhang, Pei Zhang, Baosong Yang, Fei Huang, Yanfeng Wang, Ya Zhang |
| 2025 | ICML | MoMa: Modulating Mamba for Adapting Image Foundation Models to Video Recognition. | Yuhuan Yang, Chaofan Ma, Zhenjie Mao, Jiangchao Yao, Ya Zhang, Yanfeng Wang |
| 2025 | IROS | CoPAD : Multi-source Trajectory Fusion and Cooperative Trajectory Prediction with Anchor-oriented Decoder in V2X Scenarios. | Kangyu Wu, Jiaqi Qiao, Ya Zhang |
| 2025 | MICCAI | M | Jinghao Feng, Qiaoyu Zheng, Chaoyi Wu, Ziheng Zhao, Ya Zhang, Yanfeng Wang, Weidi Xie |
| 2025 | MICCAI | Brain-Heart-Gut Guided Multi-constraint Knowledge Distillation for Early Alzheimer's Disease Diagnosis. | Fan Li, Shilun Zhao, Shuwei Bai, Yuxiao Liu, Kai Zhang, Yin Xu, Ya Zhang, Kaicong Sun, Dinggang Shen |
| 2025 | MICCAI | RadIR: A Scalable Framework for Multi-grained Medical Image Retrieval via Radiology Report Mining. | Tengfei Zhang, Ziheng Zhao, Chaoyi Wu, Xiao Zhou, Ya Zhang, Yanfeng Wang, Weidi Xie |
| 2025 | WACV | MegaFusion: Extend Diffusion Models towards Higher-resolution Image Generation without Further Tuning. | Haoning Wu, Shaocheng Shen, Qiang Hu, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang |
| 2024 | AAAI | 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 |
| 2024 | ACL | DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics. | YiQiu Guo, Yuchen Yang, Ya Zhang, Yu Wang, Yanfeng Wang |
| 2024 | CVPR | Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images. | Chaoqin Huang, Aofan Jiang, Jinghao Feng, Ya Zhang, Xinchao Wang, Yanfeng Wang |
| 2024 | CVPR | Audio-Visual Segmentation via Unlabeled Frame Exploitation. | Jinxiang Liu, Yikun Liu, Fei Zhang, Chen Ju, Ya Zhang, Yanfeng Wang |
| 2024 | CVPR | Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning. | Zihua Zhao, Mengxi Chen, Tianjie Dai, Jiangchao Yao, Bo Han, Ya Zhang, Yanfeng Wang |
| 2024 | CVPR | Low-Rank Knowledge Decomposition for Medical Foundation Models. | Yuhang Zhou, Haolin Li, Siyuan Du, Jiangchao Yao, Ya Zhang, Yanfeng Wang |
| 2024 | ECCV | Multi-sentence Grounding for Long-Term Instructional Video. | Zeqian Li, Qirui Chen, Tengda Han, Ya Zhang, Yanfeng Wang, Weidi Xie |
| 2024 | ECCV | ReMamber: Referring Image Segmentation with Mamba Twister. | Yuhuan Yang, Chaofan Ma, Jiangchao Yao, Zhun Zhong, Ya Zhang, Yanfeng Wang |
| 2024 | ECCV | Knowledge-Enhanced Visual-Language Pretraining for Computational Pathology. | Xiao Zhou, Xiaoman Zhang, Chaoyi Wu, Ya Zhang, Weidi Xie, Yanfeng Wang |
| 2024 | EMNLP | 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 |
| 2024 | EMNLP | 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 |
| 2024 | EMNLP | RaTEScore: A Metric for Radiology Report Generation. | Weike Zhao, Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie |
| 2024 | ICARCV | Multi-Channel Transmission Scheduling Based on Reinforcement Learning in Cyber-Physical Systems Under DoS Attacks. | Kecheng Liu, Bingya Zhao, Ya Zhang, Guoqiang Hu |
| 2024 | ICARCV | An Ensemble Rule Extraction Algorithm Based on Interpretable Greedy Trees for Detecting Malicious Traffic. | Ku Qian, Tiejun Wu, Ya Zhang |
| 2024 | ICASSP | Pre-Post Interaction Learning for Brain Tumor Segmentation with Missing MRI Modalities. | Linyu Xing, Mengxi Chen, Jiangchao Yao, Ya Zhang, Yanfeng Wang |
| 2024 | ICIP | 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 |
| 2024 | ICLR | On Harmonizing Implicit Subpopulations. | Feng Hong, Jiangchao Yao, Yueming Lyu, Zhihan Zhou, Ivor W. Tsang, Ya Zhang, Yanfeng Wang |
| 2024 | ICLR | Learning Multi-Agent Communication from Graph Modeling Perspective. | Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao |
| 2024 | ICLR | Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts. | Ruipeng Zhang, Ziqing Fan, Jiangchao Yao, Ya Zhang, Yanfeng Wang |
| 2024 | ICLR | Long-tailed Diffusion Models with Oriented Calibration. | Tianjiao Zhang, Huangjie Zheng, Jiangchao Yao, Xiangfeng Wang, Mingyuan Zhou, Ya Zhang, Yanfeng Wang |
| 2024 | ICML | Diversified Batch Selection for Training Acceleration. | Feng Hong, Yueming Lyu, Jiangchao Yao, Ya Zhang, Ivor W. Tsang, Yanfeng Wang |
| 2024 | ICML | 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 |
| 2024 | ICML | HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning. | Shengchao Hu, Ziqing Fan, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao |
| 2024 | ICML | Q-value Regularized Transformer for Offline Reinforcement Learning. | Shengchao Hu, Ziqing Fan, Chaoqin Huang, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao |
| 2024 | ICML | 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 |
| 2024 | MICCAI | Reprogramming Distillation for Medical Foundation Models. | Yuhang Zhou, Siyuan Du, Haolin Li, Jiangchao Yao, Ya Zhang, Yanfeng Wang |
| 2024 | WACV | Annotation-free Audio-Visual Segmentation. | Jinxiang Liu, Yu Wang, Chen Ju, Chaofan Ma, Ya Zhang, Weidi Xie |
| 2023 | BMVC | Zero-shot Composed Text-Image Retrieval. | Yikun Liu, Jiangchao Yao, Ya Zhang, Yanfeng Wang, Weidi Xie |
| 2023 | BMVC | Boost Video Frame Interpolation via Motion Adaptation. | Haoning Wu, Xiaoyun Zhang, Weidi Xie, Ya Zhang, Yanfeng Wang |
| 2023 | CSCWD | Blockchain-Assisted UAV Data Free-Boundary Spatial Querying and Authenticated Sharing. | Ya Zhang, Xi Lin, Jun Wu, Bei Pei, Yunyun Han |
| 2023 | CVPR | Enhanced Multimodal Representation Learning with Cross-modal KD. | Mengxi Chen, Linyu Xing, Yu Wang, Ya Zhang |
| 2023 | CVPR | 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 |
| 2023 | CVPR | Controllable Mesh Generation Through Sparse Latent Point Diffusion Models. | Zhaoyang Lyu, Jinyi Wang, Yuwei An, Ya Zhang, Dahua Lin, Bo Dai |
| 2023 | CVPR | Class-Balancing Diffusion Models. | Yiming Qin, Huangjie Zheng, Jiangchao Yao, Mingyuan Zhou, Ya Zhang |
| 2023 | CVPR | DR2: Diffusion-Based Robust Degradation Remover for Blind Face Restoration. | Zhixin Wang, Ziying Zhang, Xiaoyun Zhang, Huangjie Zheng, Mingyuan Zhou, Ya Zhang, Yanfeng Wang |
| 2023 | CVPR | SimDE: A Simple Domain Expansion Approach for Single-source Domain Generalization. | Qinwei Xu, Ruipeng Zhang, Yiyan Wu, Ya Zhang, Ning Liu, Yanfeng Wang |
| 2023 | CVPR | Federated Domain Generalization with Generalization Adjustment. | Ruipeng Zhang, Qinwei Xu, Jiangchao Yao, Ya Zhang, Qi Tian, Yanfeng Wang |
| 2023 | ICCV | Open-vocabulary Object Segmentation with Diffusion Models. | Ziyi Li, Qinye Zhou, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie |
| 2023 | ICCV | MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training for X-ray Diagnosis. | Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie |
| 2023 | ICCV | Joint-Relation Transformer for Multi-Person Motion Prediction. | Qingyao Xu, Weibo Mao, Jingze Gong, Chenxin Xu, Siheng Chen, Weidi Xie, Ya Zhang, Yanfeng Wang |
| 2023 | ICLR | Long-Tailed Partial Label Learning via Dynamic Rebalancing. | Feng Hong, Jiangchao Yao, Zhihan Zhou, Ya Zhang, Yanfeng Wang |
| 2023 | MICCAI | 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 |
| 2023 | MICCAI | PMC-CLIP: Contrastive Language-Image Pre-training Using Biomedical Documents. | Weixiong Lin, Ziheng Zhao, Xiaoman Zhang, Chaoyi Wu, Ya Zhang, Yanfeng Wang, Weidi Xie |
| 2023 | MICCAI | GRACE: A Generalized and Personalized Federated Learning Method for Medical Imaging. | Ruipeng Zhang, Ziqing Fan, Qinwei Xu, Jiangchao Yao, Ya Zhang, Yanfeng Wang |
| 2023 | SMC | Rule Renew Based on Learning Classifier System and Its Application to UAVs Swarm Adversarial Strategy Design. | Xuanlu Li, Ya Zhang |
| 2023 | VINCI | A Study of the Fractal Design of Decorative Patterns in Chaoshan Drawnwork: An Illustration of the Julia Set. | Jiajun Chen, Ya Zhang |
| 2022 | BMVC | Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models. | Chaofan Ma, Yuhuan Yang, Yanfeng Wang, Ya Zhang, Weidi Xie |
| 2022 | BMVC | K-Space Transformer for Undersampled MRI Reconstruction. | Ziheng Zhao, Tianjiao Zhang, Weidi Xie, Yanfeng Wang, Ya Zhang |
| 2022 | BMVC | A Simple Plugin for Transforming Images to Arbitrary Scales. | Qinye Zhou, Ziyi Li, Weidi Xie, Xiaoyun Zhang, Yanfeng Wang, Ya Zhang |
| 2022 | CVPR | Unpaired Face Restoration via Learnable Cross-Quality Shift. | Yangyi Dong, Xiaoyun Zhang, Zhixin Wang, Ya Zhang, Siheng Chen, Yanfeng Wang |
| 2022 | CVPR | LAR-SR: A Local Autoregressive Model for Image Super-Resolution. | Baisong Guo, Xiaoyun Zhang, Haoning Wu, Yu Wang, Ya Zhang, Yanfeng Wang |
| 2022 | CVPR | Task Decoupled Framework for Reference-based Super-Resolution. | Yixuan Huang, Xiaoyun Zhang, Yu Fu, Siheng Chen, Ya Zhang, Yanfeng Wang, Dazhi He |
| 2022 | CVPR | GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning. | Chenxin Xu, Maosen Li, Zhenyang Ni, Ya Zhang, Siheng Chen |
| 2022 | ECCV | Registration Based Few-Shot Anomaly Detection. | Chaoqin Huang, Haoyan Guan, Aofan Jiang, Ya Zhang, Michael W. Spratling, Yanfeng Wang |
| 2022 | ECCV | Domain-Conditioned Normalization for Test-Time Domain Generalization. | Yuxuan Jiang, Yanfeng Wang, Ruipeng Zhang, Qinwei Xu, Ya Zhang, Xin Chen, Qi Tian |
| 2022 | ECCV | Prompting Visual-Language Models for Efficient Video Understanding. | Chen Ju, Tengda Han, Kunhao Zheng, Ya Zhang, Weidi Xie |
| 2022 | ECCV | Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction. | Maosen Li, Siheng Chen, Zijing Zhang, Lingxi Xie, Qi Tian, Ya Zhang |
| 2022 | ICARCV | Distributed Estimation of Sensor Networks Based on LSTM-Kalman Filter. | Si-peng Kuang, Ya Zhang |
| 2022 | ICARCV | Adaptive tracking control of unknown state target for CPSs subjected to cyberattacks. | Yizhou Sun, Ya Zhang |
| 2022 | ICASSP | Spatio-Temporal Graph Complementary Scattering Networks. | Zida Cheng, Siheng Chen, Ya Zhang |
| 2022 | ICDM | FedSkip: Combatting Statistical Heterogeneity with Federated Skip Aggregation. | Ziqing Fan, Yanfeng Wang, Jiangchao Yao, Lingjuan Lyu, Ya Zhang, Qi Tian |
| 2022 | ICML | Contrastive Learning with Boosted Memorization. | Zhihan Zhou, Jiangchao Yao, Yanfeng Wang, Bo Han, Ya Zhang |
| 2022 | IGARSS | High-resolution Mapping of Forest Canopy Height by Integrating Sentinel and airborne LiDAR data. | Ya Zhang, Xianwei Liu, Jing Liu, Longhui Li |
| 2022 | MICCAI | Boundary-Enhanced Self-supervised Learning for Brain Structure Segmentation. | Feng Chang, Chaoyi Wu, Yanfeng Wang, Ya Zhang, Xin Chen, Qi Tian |
| 2022 | MICCAI | Transforming the Interactive Segmentation for Medical Imaging. | Wentao Liu, Chaofan Ma, Yuhuan Yang, Weidi Xie, Ya Zhang |
| 2021 | AAAI | Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation. | Chenxin Xu, Siheng Chen, Maosen Li, Ya Zhang |
| 2021 | BMVC | ESAD: End-to-end Semi-supervised Anomaly Detection. | Chaoqin Huang, Fei Ye, Peisen Zhao, Ya Zhang, Yanfeng Wang, Qi Tian |
| 2021 | CVPR | A Fourier-Based Framework for Domain Generalization. | Qinwei Xu, Ruipeng Zhang, Ya Zhang, Yanfeng Wang, Qi Tian |
| 2021 | ICCV | CaT: Weakly Supervised Object Detection with Category Transfer. | Tianyue Cao, Lianyu Du, Xiaoyun Zhang, Siheng Chen, Ya Zhang, Yanfeng Wang |
| 2021 | ICCV | Divide and Conquer for Single-frame Temporal Action Localization. | Chen Ju, Peisen Zhao, Siheng Chen, Ya Zhang, Yanfeng Wang, Qi Tian |
| 2021 | ICIP | Semi-Supervised 3D Hand-Object Pose Estimation Via Pose Dictionary Learning. | Zida Cheng, Siheng Chen, Ya Zhang |
| 2021 | ICIP | Unsupervised Segmentation Framework with Active Contour Models for Cine Cardiac MRI. | Lianyu Du, Liwei Hu, Xiaoyun Zhang, Yu-Min Zhong, Ya Zhang, Yanfeng Wang |
| 2021 | ICIP | Deep Unsupervised Image Anomaly Detection: An Information Theoretic Framework. | Fei Ye, Huangjie Zheng, Chaoqin Huang, Ya Zhang |
| 2021 | IJCNN | Bio-inspired Model Based on Global-Local Hybrid Learning in Spiking Neural Network. | Yuchen Wang, Xiaobin Wang, Hong Qu, Ya Zhang, Yi Chen, Xiaoling Luo |
| 2021 | MICCAI | 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 |
| 2021 | MICCAI | Fully Test-Time Adaptation for Image Segmentation. | Minhao Hu, Tao Song, Yujun Gu, Xiangde Luo, Jieneng Chen, Yinan Chen, Ya Zhang, Shaoting Zhang |
| 2021 | MICCAI | SAR: Scale-Aware Restoration Learning for 3D Tumor Segmentation. | Xiaoman Zhang, Shixiang Feng, Yuhang Zhou, Ya Zhang, Yanfeng Wang |
| 2021 | WACV | Handwritten Chinese Font Generation with Collaborative Stroke Refinement. | Chuan Wen, Yujie Pan, Jie Chang, Ya Zhang, Siheng Chen, Yanfeng Wang, Mei Han, Qi Tian |
| 2020 | BMVC | From Quantized DNNs to Quantizable DNNs. | Kunyuan Du, Ya Zhang, Haibing Guan |
| 2020 | CVPR | Collaborative Motion Prediction via Neural Motion Message Passing. | Yue Hu, Siheng Chen, Ya Zhang, Xiao Gu |
| 2020 | CVPR | 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 |
| 2020 | CVPR | Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction. | Maosen Li, Siheng Chen, Yangheng Zhao, Ya Zhang, Yanfeng Wang, Qi Tian |
| 2020 | ECCV | 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 |
| 2020 | ECCV | Bottom-Up Temporal Action Localization with Mutual Regularization. | Peisen Zhao, Lingxi Xie, Chen Ju, Ya Zhang, Yanfeng Wang, Qi Tian |
| 2020 | ICARCV | Consensus Kalman Filtering for Sensor Networks Based on FDI Attack Detection. | Jiali Hao, Ya Zhang |
| 2020 | ICARCV | Cooperative Control Based on Distributed Attack Identification and Isolation. | Hailing Liu, Dalin Huang, Ya Zhang |
| 2020 | MICCAI | 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 |
| 2020 | MICCAI | 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 |
| 2020 | MICCAI | Dual-Task Self-supervision for Cross-modality Domain Adaptation. | Yingying Xue, Shixiang Feng, Ya Zhang, Xiaoyun Zhang, Yanfeng Wang |
| 2020 | MICCAI | 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 |
| 2019 | AAAI | Safeguarded Dynamic Label Regression for Noisy Supervision. | Jiangchao Yao, Hao Wu, Ya Zhang, Ivor W. Tsang, Jun Sun |
| 2019 | AAAI | Understanding VAEs in Fisher-Shannon Plane. | Huangjie Zheng, Jiangchao Yao, Ya Zhang, Ivor W. Tsang, Jia Wang |
| 2019 | CVPR | Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition. | Maosen Li, Siheng Chen, Xu Chen, Ya Zhang, Yanfeng Wang, Qi Tian |
| 2019 | GLOBECOM | Online Popularity Prediction of Video Segments: Towards More Efficient Content Delivery Networks. | Zhiyi Tan, Wen Hu, Ya Zhang, Hao Ding |
| 2019 | ICCV | Accelerate CNN via Recursive Bayesian Pruning. | Yuefu Zhou, Ya Zhang, Yanfeng Wang, Qi Tian |
| 2019 | ICDM | Collaborative Label Correction via Entropy Thresholding. | Hao Wu, Jiangchao Yao, Jiajie Wang, Yinru Chen, Ya Zhang, Yanfeng Wang |
| 2019 | MICCAI | Spatial Regularized Classification Network for Spinal Dislocation Diagnosis. | Bolin Lai, Shiqi Peng, Guangyu Yao, Ya Zhang, Xiaoyun Zhang, Yanfeng Wang, Hui Zhao |
| 2019 | MICCAI | Children's Neuroblastoma Segmentation Using Morphological Features. | Shengyang Li, Xiaoyun Zhang, Xiaoxia Wang, Yu-Min Zhong, Xiaofen Yao, Ya Zhang, Yanfeng Wang |
| 2019 | MICCAI | Learning-Based Bone Quality Classification Method for Spinal Metastasis. | Shiqi Peng, Bolin Lai, Guangyu Yao, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang, Hui Zhao |
| 2019 | MICCAI | Weakly Supervised Segmentation of Vertebral Bodies with Iterative Slice-Propagation. | Shiqi Peng, Bolin Lai, Guangyu Yao, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang, Hui Zhao |
| 2018 | BMVC | Chinese Handwriting Imitation with Hierarchical Generative Adversarial Network. | Jie Chang, Yujun Gu, Ya Zhang, Yanfeng Wang |
| 2018 | CIKM | 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 |
| 2018 | CVPR | Separating Style and Content for Generalized Style Transfer. | Yexun Zhang, Ya Zhang, Wenbin Cai |
| 2018 | ECCV | Multi-scale Spatially-Asymmetric Recalibration for Image Classification. | Yan Wang, Lingxi Xie, Siyuan Qiao, Ya Zhang, Wenjun Zhang, Alan L. Yuille |
| 2018 | ICARCV | Sensor Scheduling in Distributed Kalman Filter for Multi-Target Tracking. | Lucheng Sun, Ya Zhang |
| 2018 | ICARCV | Block Backstepping Trajectories Tracking Control for Unmanned Helicopters. | Xin Yu, Xiangyu Wang, Shihua Li, Jiyu Liu, Ya Zhang |
| 2018 | ICCE | Inferring Academic Emotion in Online Learning based on Spontaneous Facial Expression. | Cunling Bian, Deliang Wang, Ya Zhang, Weigang Lu |
| 2018 | ICDM | Recommendation with Hybrid Interest Model. | Hanqing Zhao, Xu Chen, Jiangchao Yao, Ya Zhang, Yanfeng Wang |
| 2018 | IJCAI | Collaborative Learning for Weakly Supervised Object Detection. | Jiajie Wang, Jiangchao Yao, Ya Zhang, Rui Zhang |
| 2018 | VTC | Secure Transmission for GPQSM System Exploiting Artificial Noise and Signal Space Diversity. | Jing Xu, Ya Zhang, Pinyi Ren, Zhenzhen Gao |
| 2018 | VCIP | 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 |
| 2017 | GLOBECOM | Employ Unidirectional Design to Alleviate Impact of Traffic Asymmetry for Elastic Optical Networks. | Yang Sheng, Ya Zhang, Hong Guo, Gangxiang Shen, Sanjay Kumar Bose |
| 2017 | ICCV | 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 |
| 2017 | IJCNN | Distance metric learning with eigenvalue fine tuning. | Wenquan Wang, Ya Zhang, Jinglu Hu |
| 2017 | MMM | Discovering User Interests from Social Images. | Jiangchao Yao, Ya Zhang, Ivor W. Tsang, Jun Sun |
| 2017 | MMM | Describing Geographical Characteristics with Social Images. | Huangjie Zheng, Jiangchao Yao, Ya Zhang |
| 2017 | VCIP | Clothing retrieval with visual attention model. | Zhonghao Wang, Yujun Gu, Ya Zhang, Jun Zhou, Xiao Gu |
| 2017 | VCIP | Deep hashing with triplet quantization loss. | Yuefu Zhou, Shanshan Huang, Ya Zhang, Yanfeng Wang |
| 2017 | SDM | From Theory to Practice: Efficient Active Cost-sensitive Classification with Expected Error Reduction. | Yexun Zhang, Yanfeng Wang, Wenbin Cai, Siyuan Zhou, Ya Zhang |
| 2016 | CVPR | Part-Stacked CNN for Fine-Grained Visual Categorization. | Shaoli Huang, Zhe Xu, Dacheng Tao, Ya Zhang |
| 2016 | ICARCV | Coordinated flowfield adaptative estimation for spherical formation tracking motion. | Zan-Zan Wang, Yang-Yang Chen, Ya Zhang, Yu-Ping Tian |
| 2016 | ICMLA | Preference Aware Recommendation Based on Categorical Information. | Zhiwei Rao, Jiangchao Yao, Ya Zhang, Rui Zhang |
| 2016 | VCIP | A parameter partial-sharing CNN architecture for cross-domain clothing retrieval. | Yichao Xiong, Ning Liu, Zhe Xu, Ya Zhang |
| 2015 | DSAA | IOHMM for location prediction with missing data. | Jiawei Hu, Yanfeng Wang, Ya Zhang |
| 2015 | ICCV | Augmenting Strong Supervision Using Web Data for Fine-Grained Categorization. | Zhe Xu, Shaoli Huang, Ya Zhang, Dacheng Tao |
| 2015 | ICMLA | Online Learning Algorithm for Collective LDA. | Xiaoyu Chen, Jiangchao Yao, Yanfeng Wang, Ya Zhang |
| 2014 | AAAI | Feature Selection at the Discrete Limit. | Miao Zhang, Chris H. Q. Ding, Ya Zhang, Feiping Nie |
| 2014 | ECCV | Architectural Style Classification Using Multinomial Latent Logistic Regression. | Zhe Xu, Dacheng Tao, Ya Zhang, Junjie Wu, Ah Chung Tsoi |
| 2014 | ICDM | Stability-Based Stopping Criterion for Active Learning. | Wenquan Wang, Wenbin Cai, Ya Zhang |
| 2014 | ICDM | Multi-touch Attribution in Online Advertising with Survival Theory. | Ya Zhang, Yi Wei, Jianbiao Ren |
| 2014 | RTCSA | An energy efficient OpenCL implementation of a fingerprint verification system on heterogeneous mobile device. | Zhi Qi, Wen Wen, Wei Meng, Ya Zhang, Longxing Shi |
| 2013 | ADMA | Social-Correlation Based Mutual Reinforcement for Short Text Classification and User Interest Tagging. | Rong Li, Ya Zhang |
| 2013 | ICCV | Joint Optimization for Consistent Multiple Graph Matching. | Junchi Yan, Yu Tian, Hongyuan Zha, Xiaokang Yang, Ya Zhang, Stephen M. Chu |
| 2013 | ICDM | Maximizing Expected Model Change for Active Learning in Regression. | Wenbin Cai, Ya Zhang, Jun Zhou |
| 2013 | VCIP | Face recogntion in open world environment. | Jieqiong Qiu, Ya Zhang, Jun Sun |
| 2012 | CIKM | Variance maximization via noise injection for active sampling in learning to rank. | Wenbin Cai, Ya Zhang |
| 2012 | ECCV | On the Convergence of Graph Matching: Graduated Assignment Revisited. | Yu Tian, Junchi Yan, Hequan Zhang, Ya Zhang, Xiaokang Yang, Hongyuan Zha |
| 2010 | KDD | 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 |
| 2010 | SIGIR | Active learning for ranking through expected loss optimization. | Bo Long, Olivier Chapelle, Ya Zhang, Yi Chang, Zhaohui Zheng, Belle L. Tseng |
| 2010 | SIGIR | Learning more powerful test statistics for click-based retrieval evaluation. | Yisong Yue, Yue Gao, Olivier Chapelle, Ya Zhang, Thorsten Joachims |
| 2009 | CIKM | Expected reciprocal rank for graded relevance. | Olivier Chapelle, Donald Metlzer, Ya Zhang, Pierre Grinspan |
| 2009 | CIKM | A risk minimization framework for domain adaptation. | Bo Long, Sudarshan Lamkhede, Srinivas Vadrevu, Ya Zhang, Belle L. Tseng |
| 2009 | WWW | A dynamic bayesian network click model for web search ranking. | Olivier Chapelle, Ya Zhang |
| 2008 | ICDE | Adapting ranking functions to user preference. | Keke Chen, Ya Zhang, Zhaohui Zheng, Hongyuan Zha, Gordon Sun |
| 2008 | IJCNLP | A Two-Stage Approach to Chinese Part-of-Speech Tagging. | Aitao Chen, Ya Zhang, Gordon Sun |
| 2008 | WWW | Identifying regional sensitive queries in web search. | Srinivas Vadrevu, Ya Zhang, Belle L. Tseng, Gordon Sun, Xin Li |
| 2007 | ICMLA | Normalized Linear Transform for Cross-Platform Microarray Data Integration. | Huilin Xiong, Ya Zhang, Xue-wen Chen |
| 2006 | ICDM | Biclustering Protein Complex Interactions with a Biclique Finding Algorithm. | Chris H. Q. Ding, Ya Zhang, Tao Li, Stephen R. Holbrook |
| 2006 | ICTAI | Motif Discovery as a Multiple-Instance Problem. | Ya Zhang, Yixin Chen, Xiang Ji |
| 2005 | CVPR | Protein Interaction Inference as a MAX-SAT Problem. | Ya Zhang, Hongyuan Zha, Chao-Hsien Chu, Xiang Ji |
| 2005 | ICMLA | Towards discovering organizational structure from email corpus. | Ding Zhou, Yang Song, Hongyuan Zha, Ya Zhang |
| 2005 | PSB | 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 |
| 2002 | AMIA | Progressive display of very high resolution images using wavelets. | Ya Zhang, James Ze Wang |