Jing Qin

Full Professor@Hong Kong Polytechnic University·中国香港·OpenReview

研究方向

Deep Learning and its Application in Medical image Analysis · virtual reality and augmented reality · Medical Image Analysis · Computer-assisted Surgery · Geometrical and Physical Modeling · Visualization and Computer Graphics

Jing Qin

Decentralized Attention Fails Centralized Signals: Rethinking Transformers for Medical Time Series

ProstaTD: Bridging Surgical Triplet from Classification to Fully Supervised Detection

MASAM: Multimodal Adaptive Sharpness-Aware Minimization for Heterogeneous Data Fusion

NurValues: Real-World Nursing Values Evaluation for Large Language Models in Clinical Context

HFSTI-Net: Hierarchical Frequency-spatial-temporal Interactions for Video Polyp Segmentation

CorBenchX: Large-Scale Chest X-Ray Error Dataset and Vision–Language Model Benchmark for Report Error Correction

SurgRe4DGS: Open-Vocabulary Vision-Language Gaussian Splatting for Retrievable 4D Surgical Scene Reconstruction

WavePolyp: Video Polyp Segmentation via Hierarchical Wavelet-Based Feature Aggregation and Inter-Frame Divergence Perception

Learning Label-Efficient Interpretable Medical Image Diagnosis via Semi-supervised Hypergraph Concept Bottleneck Model

CareBench: A Comprehensive Benchmark for Accuracy, Robustness, and Fairness in Multimodal Fusion of EHR and Chest X-Rays

Growing Networks by Folding Manifolds at Mistakes

Real-time Echocardiography Video Segmentation via Slot Propagation, Spatiotemporal Feature Fusion, and Frequency-phase Enhancement

Multimodal Disease Progression Modeling via Spatiotemporal Disentanglement and Multiscale Alignment