Ya Zhang

GenMask: Adapting DiT for Segmentation via Direct Mask Generation CVPR 2026 MedS³: Towards Medical Slow Thinking with Self-Evolved Soft Dual-sided Process Supervision AAAI 2026 Miner: Mining Intrinsic Mastery for Data-Efficient RL in Large Reasoning Models ACL 2026 One-Step Diffusion Transformer for Controllable Real-World Image Super-Resolution CVPR 2026 SpatialScore: Towards Comprehensive Evaluation for Spatial Intelligence CVPR 2026 Versatile Vision-Language Model for 3D Computed Tomography AAAI 2026 AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation ACL 2025 Brain-Heart-Gut Guided Multi-Constraint Knowledge Distillation for Early Alzheimer’s Disease Diagnosis MICCAI 2025 Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection ICLR 2025 ConText: Driving In-context Learning for Text Removal and Segmentation ICML 2025 Differential-informed Sample Selection Accelerates Multimodal Contrastive Learning ICCV 2025 DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models EMNLP 2025 Fine-tuning with Reserved Majority for Noise Reduction ICLR 2025 MegaFusion: Extend Diffusion Models towards Higher-Resolution Image Generation without Further Tuning WACV 2025 MoMa: Modulating Mamba for Adapting Image Foundation Models to Video Recognition ICML 2025 MRGen: Segmentation Data Engine For Underrepresented MRI Modalities ICCV 2025 Multi-modal Medical Diagnosis via Large-small Model Collaboration CVPR 2025 RadIR: A Scalable Framework for Multi-Grained Medical Image Retrieval via Radiology Report Mining MICCAI 2025 Towards Universal Soccer Video Understanding CVPR 2025 Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images CVPR 2024 Annotation-Free Audio-Visual Segmentation WACV 2024 Audio-Visual Segmentation via Unlabeled Frame Exploitation CVPR 2024 CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios EMNLP 2024 DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics ACL 2024 Diversified Batch Selection for Training Acceleration ICML 2024 Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts ICLR 2024 Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters ICML 2024 HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning ICML 2024 HSDreport: Heart Sound Diagnosis with Echocardiography Reports EMNLP 2024 Knowledge-enhanced Visual-Language Pretraining for Computational Pathology ECCV 2024 Learning Multi-Agent Communication from Graph Modeling Perspective ICLR 2024 Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization ICML 2024 Long-tailed Diffusion Models with Oriented Calibration ICLR 2024 Low-Rank Knowledge Decomposition for Medical Foundation Models CVPR 2024 MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models AAAI 2024 Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning CVPR 2024 Multi-Sentence Grounding for Long-term Instructional Video ECCV 2024 On Harmonizing Implicit Subpopulations ICLR 2024 Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness NeurIPS 2024 Q-value Regularized Transformer for Offline Reinforcement Learning ICML 2024 RaTEScore: A Metric for Radiology Report Generation EMNLP 2024 ReMamber: Referring Image Segmentation with Mamba Twister ECCV 2024 Reprogramming Distillation for Medical Foundation Models MICCAI 2024 Revive Re-weighting in Imbalanced Learning by Density Ratio Estimation NeurIPS 2024 TAIA: Large Language Models are Out-of-Distribution Data Learners NeurIPS 2024 Asynchrony-Robust Collaborative Perception via Bird's Eye View Flow NeurIPS 2023 AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation NeurIPS 2023 Class-Balancing Diffusion Models CVPR 2023 Combating Representation Learning Disparity with Geometric Harmonization NeurIPS 2023 Controllable Mesh Generation Through Sparse Latent Point Diffusion Models CVPR 2023 Distilling Vision-Language Pre-Training To Collaborate With Weakly-Supervised Temporal Action Localization CVPR 2023 DR2: Diffusion-Based Robust Degradation Remover for Blind Face Restoration CVPR 2023 Enhanced Multimodal Representation Learning With Cross-Modal KD CVPR 2023 Federated Domain Generalization With Generalization Adjustment CVPR 2023 Federated Learning with Bilateral Curation for Partially Class-Disjoint Data NeurIPS 2023 Joint-Relation Transformer for Multi-Person Motion Prediction ICCV 2023 Long-Tailed Partial Label Learning via Dynamic Rebalancing ICLR 2023 MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training for X-ray Diagnosis ICCV 2023 Open-vocabulary Object Segmentation with Diffusion Models ICCV 2023 Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation NeurIPS 2023 Contrastive Learning with Boosted Memorization ICML 2022 GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction With Relational Reasoning CVPR 2022 LAR-SR: A Local Autoregressive Model for Image Super-Resolution CVPR 2022 Prompting Visual-Language Models for Efficient Video Understanding ECCV 2022 Registration Based Few-Shot Anomaly Detection ECCV 2022 Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction ECCV 2022 Task Decoupled Framework for Reference-Based Super-Resolution CVPR 2022 A Fourier-Based Framework for Domain Generalization CVPR 2021 CaT: Weakly Supervised Object Detection With Category Transfer ICCV 2021 Collaborative Uncertainty in Multi-Agent Trajectory Forecasting NeurIPS 2021 Divide and Conquer for Single-Frame Temporal Action Localization ICCV 2021 Handwritten Chinese Font Generation With Collaborative Stroke Refinement WACV 2021 Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation AAAI 2021 Bottom-Up Temporal Action Localization with Mutual Regularization ECCV 2020 Collaborative Motion Prediction via Neural Motion Message Passing CVPR 2020 Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction CVPR 2020 FTL: A universal framework for training low-bit DNNs via Feature Transfer ECCV 2020 Graph Cross Networks with Vertex Infomax Pooling NeurIPS 2020 Iteratively-Refined Interactive 3D Medical Image Segmentation With Multi-Agent Reinforcement Learning CVPR 2020 Accelerate CNN via Recursive Bayesian Pruning ICCV 2019 Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition CVPR 2019 Safeguarded Dynamic Label Regression for Noisy Supervision AAAI 2019 Understanding VAEs in Fisher-Shannon Plane AAAI 2019 Collaborative Learning for Weakly Supervised Object Detection IJCAI 2018 Masking: A New Perspective of Noisy Supervision NeurIPS 2018 Multi-Scale Spatially-Asymmetric Recalibration for Image Classification ECCV 2018 Separating Style and Content for Generalized Style Transfer CVPR 2018 SORT: Second-Order Response Transform for Visual Recognition ICCV 2017 Part-Stacked CNN for Fine-Grained Visual Categorization CVPR 2016 Augmenting Strong Supervision Using Web Data for Fine-Grained Categorization ICCV 2015 Joint Optimization for Consistent Multiple Graph Matching ICCV 2013 A Two-Stage Approach to Chinese Part-of-Speech Tagging IJCNLP 2008