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Lingdong Shen

3 accepted papers

2026

MeteorPred: A Meteorological Multimodal Large Model and Dataset for Severe Weather Event Prediction

CVPR 2026

Timely and accurate forecasts of severe weather events are essential for early warning and for constraining downstream analysis and decision-making. Since severe weather events prediction still depends on subjective, time-consuming expert interpretation, end-to-end "AI weather station" systems are e

Cited by 0SourcecodeScholar
2025

Towards a Multimodal Large Language Model with Pixel-Level Insight for Biomedicine

AAAI 2025technical

In recent years, Multimodal Large Language Models (MLLM) have achieved notable advancements, demonstrating the feasibility of developing an intelligent biomedical assistant. However, current biomedical MLLMs predominantly focus on image-level understanding and restrict interactions to textual comman…

2024

Learn How to See: Collaborative Embodied Learning for Object Detection and Camera Adjusting

AAAI 2024technical

Passive object detectors, trained on large-scale static datasets, often overlook the feedback from object detection to image acquisition. Embodied vision and active detection mitigate this issue by interacting with the environment. Nevertheless, the materialization of activeness hinges on resource-i…