Shaoting Zhang

MedMCP-Calc: Benchmarking LLMs for Realistic Medical Calculator Scenarios via MCP Integration ACL 2026 Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment ICLR 2025 Rethinking the generalization of drug target affinity prediction algorithms via similarity aware evaluation ICLR 2025 One Leaf Reveals the Season: Occlusion-Based Contrastive Learning with Semantic-Aware Views for Efficient Visual Representation ICML 2025 FilterDiff: Noise-free Frequency-domain Diffusion Models for Accelerated MRI Reconstruction MICCAI 2025 FDAS: Foundation Model Distillation and Anatomic Structure-aware Multi-task Learning for Self-Supervised Medical Image Segmentation MICCAI 2025 DGHFA: Dynamic Gradient and Hierarchical Feature Alignment for Robust Distillation of Medical VLMs MICCAI 2025 CSAL-3D: Cold-start Active Learning for 3D Medical Image Segmentation via SSL-driven Uncertainty-Reinforced Diversity Sampling MICCAI 2025 MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression ACL 2025 MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens NAACL 2025 Interactive Evaluation for Medical LLMs via Task-oriented Dialogue System COLING 2025 Guiding Medical Vision-Language Models with Diverse Visual Prompts: Framework Design and Comprehensive Exploration of Prompt Variations NAACL 2025 MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling NAACL 2025 VBCD: A Voxel-Based Framework for Personalized Dental Crown Design MICCAI 2025 UM-SAM: Unsupervised Medical Image Segmentation using Knowledge Distillation from Segment Anything Model MICCAI 2025 Multi-modal Vision Pre-training for Medical Image Analysis CVPR 2025 TEGDA: Test-time Evaluation-Guided Dynamic Adaptation for Medical Image Segmentation MICCAI 2025 Meta-Tool: Unleash Open-World Function Calling Capabilities of General-Purpose Large Language Models ACL 2025 StyleGAN-based Brain MRI Anomaly Detection via Latent Code Retrieval and Partial Swap MICCAI 2025 ReCo-I2P: An Incomplete Supervised Lymph Node Segmentation Framework Based on Orthogonal Partial-instance Annotation MICCAI 2025 Interactive Segmentation and Report Generation for CT Images MICCAI 2025 OpenPath: Open-Set Active Learning for Pathology Image Classification via Pre-trained Vision-Language Models MICCAI 2025 Multi-modal Data Binding for Survival Analysis Modeling with Incomplete Data and Annotations MICCAI 2024 OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI NIPS 2024 One-to-Normal: Anomaly Personalization for Few-shot Anomaly Detection NIPS 2024 GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI NIPS 2024 Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges ACL 2024 GECSum: Generative Evaluation-Driven Sequence Level Contrastive Learning for Abstractive Summarization COLING 2024 ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting CVPR 2024 Pathology-knowledge Enhanced Multi-instance Prompt Learning for Few-shot Whole Slide Image Classification ECCV 2024 BrainSCK: Brain Structure and Cognition Alignment via Knowledge Injection and Reactivation for Diagnosing Brain Disorders MICCAI 2024 CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation NIPS 2024 PathoTune: Adapting Visual Foundation Model to Pathological Specialists MICCAI 2024 Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging cases MICCAI 2024 Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining MICCAI 2024 KiUT: Knowledge-Injected U-Transformer for Radiology Report Generation CVPR 2023 MidMed: Towards Mixed-Type Dialogues for Medical Consultation ACL 2023 Alleviating Exposure Bias via Multi-level Contrastive Learning and Deviation Simulation in Abstractive Summarization ACL 2023 Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer MIDL 2022 Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction IJCAI 2021 Quantized Densely Connected U-Nets for Efficient Landmark Localization ECCV 2018 CR-GAN: Learning Complete Representations for Multi-view Generation IJCAI 2018 StackGAN: Text to Photo-Realistic Image Synthesis With Stacked Generative Adversarial Networks ICCV 2017 SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-Grained Recognition CVPR 2016 Nonlinear Hierarchical Part-Based Regression for Unconstrained Face Alignment IJCAI 2016 Embedding Label Structures for Fine-Grained Feature Representation CVPR 2016 Visual Tracking with Reliable Memories IJCAI 2016 PIEFA: Personalized Incremental and Ensemble Face Alignment ICCV 2015 Learning Binary Codes for Maximum Inner Product Search ICCV 2015 Fine-Grained Histopathological Image Analysis via Robust Segmentation and Large-Scale Retrieval CVPR 2015 Pose-Free Facial Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Shape Model ICCV 2013