Learn How to See: Collaborative Embodied Learning for Object Detection and Camera Adjusting. - Lingdong Shen; Chunlei Huo; Nuo Xu; Chaowei Han; Zichen Wang (AAAI, 2024)

STPDN: Spatio-Temporal Pattern Decomposition Network with Fluctuation Awareness for Robust Traffic Flow Forecasting. - Xudong Zhang; Peng Peng; Xuewen Chen; Yulei Wu; Lingdong Shen; Haina Tang (ECAI, 2024)

A Refer-and-Ground Multimodal Large Language Model for Biomedicine. - Xiaoshuang Huang; Haifeng Huang; Lingdong Shen; Yehui Yang; Fangxin Shang; Junwei Liu; Jia Liu 010 (MICCAI (12), 2024)

SegICL: A Universal In-context Learning Framework for Enhanced Segmentation in Medical Imaging. - Lingdong Shen; Fangxin Shang; Yehui Yang; Xiaoshuang Huang; Shining Xiang (CoRR, 2024)

A Refer-and-Ground Multimodal Large Language Model for Biomedicine. - Xiaoshuang Huang; Haifeng Huang; Lingdong Shen; Yehui Yang; Fangxin Shang; Junwei Liu; Jia Liu (CoRR, 2024)

Rethinking Comprehensive Benchmark for Chart Understanding: A Perspective from Scientific Literature. - Lingdong Shen; Qigqi; Kun Ding; Gaofeng Meng; Shiming Xiang (CoRR, 2024)

Towards a Multimodal Large Language Model with Pixel-Level Insight for Biomedicine. - Xiaoshuang Huang; Lingdong Shen; Jia Liu; Fangxin Shang; Hongxiang Li; Haifeng Huang; Yehui Yang (AAAI, 2025)

MeteorPred: A Meteorological Multimodal Large Model and Dataset for Severe Weather Event Prediction. - Shuo Tang; Jian Xu; Jiadong Zhang; Yi Chen; Qizhao Jin; Lingdong Shen; Chenglin Liu; Shiming Xiang (CoRR, 2025)