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Ling Huang

3 accepted papers

2026

DPsurv: Dual-Prototype Evidential Fusion for Uncertainty-Aware and Interpretable Whole Slide Image Survival Prediction

ICML 2026poster

Whole-slide images (WSIs) are widely used for cancer survival analysis because of their comprehensive histopathological information at both cellular and tissue levels, enabling quantitative, large-scale, and prognostically rich tumor feature analysis. However, most existing WSI survival analysis met…

Cited by 0SourceScholar
2025

DPMamba: Distillation Prompt Mamba for Multimodal Remote Sensing Image Classification with Missing Modalities

IJCAI 2025

Multimodal remote sensing image classification (RSIC) has emerged as a key focus in Earth observation, driven by its capacity to extract complementary information from diverse sources. Existing methods struggle with modality absence caused by weather or equipment failures, leading to performance deg

2025

Self-supervised Quantized Representation for Seamlessly Integrating Knowledge Graphs with Large Language Models

ACL 2025long

Due to the presence of the natural gap between Knowledge Graph (KG) structures and the natural language, the effective integration of holistic structural information of KGs with Large Language Models (LLMs) has emerged as a significant question. To this end, we propose a two-stage framework to learn…

Cited by 0SourcePDFScholar